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市場調查報告書
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1840798

科學資料管理市場按產品類型、部署模式、資料類型和最終用戶分類 - 全球預測 2025-2032

Scientific Data Management Market by Offering Type, Deployment Mode, Data Type, End User - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 186 Pages | 商品交期: 最快1-2個工作天內

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※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

預計到 2032 年，科學數據管理市場規模將達到 246.3 億美元，複合年成長率為 8.95%。

關鍵市場統計數據
基準年 2024 124億美元
預計年份：2025年 135.3億美元
預測年份 2032 246.3億美元
複合年成長率 (%) 8.95%

本書權威地介紹了不斷發展的科學資料管理格局，概述了關鍵促進因素、相關人員的優先事項和策略行動指南。

科學資料管理格局已發展成為一個複雜的生態系統，其中基礎設施、軟體、管治和使用者期望在關鍵的研究和臨床環境中相互交織。高通量定序、多模態成像和單細胞蛋白質體學的快速發展，推動了各機構收集、儲存、處理實驗數據並從中提取洞見的方式發生同步演變。因此，研究機構正面臨新的營運和策略挑戰，不僅需要技術升級，還需要文化和流程的變革。

在公共和私營研究環境中，領導者都將互通性、可復現性和資料管理作為基礎能力優先考慮。這凸顯了相關政策、元資料標準和資料管治框架的重要性，這些框架旨在實現可重現的工作流程和負責任的資料共用。因此，越來越多的機構開始投資於能夠整合實驗室儀器、分析流程和下游視覺化功能的平台和服務，以減少摩擦並加速科學研究發現。

本導言透過識別關鍵促進因素和相關人員，為後續分析奠定了基礎。它強調了採用系統性方法評估各種方案的必要性，該方法需兼顧技術性能、監管合規性和整體擁有成本。此外，它還著重指出，人們日益期望資料管理解決方案能夠支援跨機構協作，同時保障資料的完整性和隱私性。

變革性轉變再形成科學資料管理，包括人工智慧主導的分析、雲端原生架構、互通性標準以及監管對資料管治的壓力。

在技​​術創新、監管日益嚴格以及用戶期望不斷變化等多重因素的共同推動下，科學數據管理正經歷一場變革。機器學習和人工智慧分析正從實驗性附加元件發展成為塑造平台架構和工作流程設計的核心功能。這些功能正擴大被直接整合到資料平台中，以實現自動化資料管理、異常檢測和進階模式識別，從而加快獲得洞見的速度，並拓展研究人員可以檢驗的假設類型。

同時，雲端原生架構和容器化工作流程正在重新定義配置模型，使團隊能夠解耦運算和存儲，並彈性擴展分析能力。此外，互通性標準和 FAIR 資料原則日益普及，促使供應商和醫療機構優先考慮元資料模型和 API，以實現系統間的資料傳輸。圍繞資料隱私和臨床可追溯性的監管要求也在影響設計選擇，從而推動資料管治工具和營運平台之間更緊密的整合。

總而言之，這些轉變要求企業採用靈活的架構，投資於員工的現代資料工程和管治技能，並尋求重視開放介面和協作藍圖的供應商關係。重要的是，改變的步伐正在提升模組化系統的價值，這類系統無需徹底更換即可演進。

評估2025年美國關稅對科學資料管理生態系統供應鏈和跨國技術採購決策的累積影響

美國於2025年實施的關稅措施的累積影響，進一步增加了科學數據管理生態系統採購和供應鏈規劃的複雜性。在某些採購場景下，運算、儲存陣列、網路和實驗室設備等硬體組件的前置作業時間更長，到岸成本更高，進而影響採購時機和資金分配決策。供應商正透過價格調整、修改前置作業時間承諾以及重組供應鏈等一系列措施來應對關稅引發的成本波動。

事實上，採購團隊正在透過協商更靈活的合約、探索替代供應商以及加快庫存規劃來應對挑戰，為關鍵計劃提供緩衝。這種轉變也影響著本地部署投資和雲端基礎消費模式之間的平衡。這是因為雲端服務供應商可以在更廣泛的全球供應鏈中吸收部分上游成本波動，而本地採購則更容易受到硬體價格壓力的影響。對於預算有限的小型組織和學術研究機構而言，最佳化試劑和設備支出的需求尤其迫切，這促使許多機構重新考慮部署時間表或尋求能夠減少前期投資投入的託管服務。

為應對這項挑戰，技術供應商和系統整合商正擴大提供租賃和訂閱模式、延長支援期限以及配套服務，以應對採購的不確定性。此外，各公司也正在加速供應商多元化和區域籌資策略，以降低對單一供應商的依賴，並維持研發營運的連續性。

關鍵細分洞察揭示了產品類型、部署模式、資料類型和最終用戶如何以獨特的方式影響技術採納和採購行為。

了解細分市場動態對於選擇符合工作流程需求和組織限制的解決方案至關重要。按類型評估產品時，市場涵蓋服務和軟體。服務包括提供基礎設施外包和營運監控的託管服務，以及支援客製化、整合和變更管理的專業服務。軟體包括提供可擴展管道和模型執行的數據分析平台、專注於安全高效數據持久化的數據存儲和管理軟體、整合儀器數據和實驗元元資料的實驗室資訊學軟體，以及支援互動式探索複雜資料集的可視化工具。

部署模式進一步區分了雲端和本地部署兩種方案。雲端部署包括混合雲場景（將本地資產與雲端服務結合）、私有雲設定（提供專用虛擬化環境）以及公有雲（提供廣泛存取且可擴展的基礎架構）。本地部署方案通常依賴專有私有雲端的永久授權合約或提供有時限使用權的期限授權模式，這兩種模式都會對資本規劃和升級週期產生固有影響。考慮資料類型又增加了一層專業化：基因組資料包括DNA定序和RNA定序資料；影像資料包括顯微鏡、MRI和X光資料；代謝組學工作流程產生通量分析和代謝物譜資料；蛋白質體學研究產生質譜和蛋白質微陣列資料。

最後，終端用戶細分揭示了學術研究機構、生物技術公司、臨床實驗室、合約研究組織、政府機構和製藥公司的不同優先事項。每個使用者群體在驗證、法規遵循、成本控制和創新速度方面都有不同的平衡，這影響著他們的採購標準、首選商業模式以及所需專業服務的深度。

美洲、中東和非洲以及亞太地區的區域動態和競爭格局正在影響科學數據管理的優先事項和投資模式。

區域動態對三大關鍵區域的技術選擇、部署時間表和夥伴關係策略有顯著影響。在美洲，大型研究型大學、叢集和國家實驗室推動了對高效能運算和整合分析的需求，而北美地區的採購趨勢則強調雲端互通性和可擴展的託管服務。該地區的研究機構通常要求供應商提供強大的合規管理和廣泛的整合能力，以支援合作研究網路。

在歐洲、中東和非洲，監管差異和國家資料保護機制指南架構選擇，鼓勵採用私有雲端和混合部署，以維護資料主權。政府主導和泛歐合作資助的計畫通常優先考慮標準化和聯合訪問，從而影響供應商的藍圖，使其朝著更高的元資料互通性和更強大的審核能力邁進。該地區的新興市場也提供了能力建設機會，可透過託管服務和培訓項目加速採用。

亞太地區呈現多元化的格局，學術界和商業性研發能力快速擴張，監管方式也多元。主要中心城市對雲端原生分析和高通量處理展現出強勁的需求，而一些市場則專注於透過與能夠提供在地化支援和合規性的供應商夥伴關係，建構本地生態系統。成功的供應商展現出對區域採購標準、合作夥伴生態系統以及不同機構客戶營運實際情況的適應能力。

主要企業對競爭性策略夥伴關係模式和創新方法的洞察，揭示了科學資料管理領域的領導者和挑戰。

此領域企業間的競爭動態取決於技術差異化、夥伴關係模式和服務深度。市場領導者憑藉其整合端到端工作流程、提供強大的資料管治和績效追蹤以及提供可擴展的API（允許客戶建立自訂管道）的能力而脫穎而出。同時，他們透過專注於特定數據類型、提供針對特定科學領域最佳化的分析以及提供可減少實施阻力的高級專業服務來克服挑戰。

協作和策略夥伴關係在產品藍圖和市場推廣策略中發揮核心作用。軟體供應商、雲端基礎設施公司、儀器製造商和系統整合商之間的聯盟正在幫助建立適用於複雜實驗室工作流程的承包解決方案。此外，開放原始碼計劃和社群主導的工具鏈持續影響創新的軌跡，促使專有軟體供應商優先考慮互通性和模組化擴充性。

從經營模式的角度來看，訂閱和託管服務框架正變得越來越普遍，成功的公司將強大的技術能力與諮詢式銷售和實施後支援相結合，從而加速客戶價值的實現並促進長期合作關係。

產業領導者提出的可操作建議，旨在加速規避風險的變革，並使組織能力與資料管理需求保持一致。

產業領導者應採取務實的行動方案，在控制風險的同時加速產生影響。首先，優先考慮計算與儲存分離的架構，並透過開放API支援模組化整合。其次，投資強大的資料管治，將元資料、效能和存取控制規範化。第三，透過選擇反映實際營運的商業模式、在必要時採用混合方法以及協商與科研經費週期相符的靈活條款，平衡本地部署管理和雲端的敏捷性。

此外，應與展現領域專業知識並致力於互通性的供應商和整合商建立策略夥伴關係。為配合技術投資，應進行有針對性的人才培養，以提升資料工程、可重複分析和管治實務的技能。為降低供應鏈和採購風險，應實現供應商關係多元化，並評估能夠降低前期投資風險的訂閱和託管服務方案。最後，透過明確定義的成功指標和分階段推廣，有效管理專案範圍並加速價值實現。

我們詳細介紹了三角測量方法和測量方法，以便專家檢驗調查方法，確保可靠性和可重複性。

本研究採用混合方法，旨在透過整合多方面證據，確保研究結果的穩健性和可重複性。主要研究包括對學術界、商業界和政府研究機構的相關人員進行結構化訪談，訪談對象包括採購人員、IT架構師、研究主管和實驗室營運經理。透過這些訪談，我們了解了營運限制、採購行為和首選應用場景。次要研究包括對技術文獻、供應商文件、標準化計劃和公開的監管指南進行系統性回顧，以揭示市場促進因素和技術能力背景。

我們的分析方法包括對訪談記錄進行定性編碼，以識別反覆出現的主題；進行情境分析，以探討政策和供應鏈變化的影響；以及進行能力映射，以比較常見的工作流程需求和解決方案特性。我們也組織了專家檢驗會議，以檢驗假設並完善建議。為了提高透明度和可信度，我們記錄了資料來源，並說明了調查方法和資料來源，以便進行整合。我們承認存在一些局限性，例如各機構採購方法的差異以及技術藍圖的不斷演變，並強調了需要持續監測的領域。

簡明扼要的結論總結了對相關人員的影響，並為實施科學資料管理策略以實現長期韌性提供了前進方向。

總而言之，科學資料管理正處於曲折點，技術可能性與實際操作和政策限制相互交織。該領域需要技術可行且組織易於採納的解決方案，這些方案應將先進的分析技術與切實可行的管治和部署靈活性相結合。相關人員將投資決策與明確的元資料、來源和互通性標準保持一致，便能更好地加速科學發現，同時應對監管和採購的複雜性。

此外，持續的供應鏈和採購壓力凸顯了靈活的商業模式和多元化的供應商策略的重要性。採用混合部署方式、投資於員工技能發展並開展有針對性的試點計畫的開發組織可以降低實施風險，並推動更廣泛的變革。最終，進展將取決於供應商、研究機構和相關人員之間的持續合作，以確保技術創新能夠轉化為可重複、可靠且可用的科學成果。

目錄

第1章：序言

第2章調查方法

第3章執行摘要

第4章 市場概覽

第5章 市場洞察

  • 推出一款由人工智慧驅動的實驗室資訊系統，可實現即時數據分析。
  • 採用基於區塊鏈的資料溯源解決方案來確保實驗的完整性
  • 將物聯網感測器與LIMS平台整合，實現連續樣品監測
  • 針對大規模基因組學和蛋白​​質組學研究最佳化的雲原生資料湖的出現
  • 實施聯邦資料模型，以促進機構間協作，而無需集中資料。
  • 利用自然語言處理技術對實驗資料集進行自動元資料標註的進展
  • 部署邊緣運算基礎設施，以便在靠近來源儀器的位置處理高通量定序資料。

第6章：美國關稅的累積影響，2025年

第7章：人工智慧的累積影響，2025年

第8章：按產品類型分類的科學資料管理市場

  • 服務
    • 託管服務
    • 專業服務
  • 軟體
    • 數據分析平台
    • 資料儲存與管理軟體
    • 實驗室資訊學軟體
    • 視覺化工具

9. 依部署模式分類的科學資料管理市場

  • 雲
    • 混合雲端
    • 私有雲端
    • 公共雲端
  • 本地部署
    • 永久許可
    • 期限許可

第10章：按資料類型分類的科學資料管理市場

  • 基因組
    • DNA序列數據
    • RNA定序數據
  • 影像
    • 顯微鏡數據
    • MRI數據
    • X光數據
  • 代謝體學
    • 通量分析數據
    • 代謝物譜數據
  • 蛋白質體
    • 質譜數據
    • 蛋白質微陣列數據

第11章：按最終用戶分類的科學資料管理市場

  • 學術研究機構
  • 生技公司
  • 臨床實驗室
  • 合約研究機構
  • 政府機構
  • 製藥公司

第12章：按地區分類的科學資料管理市場

  • 美洲
    • 北美洲
    • 拉丁美洲
  • 歐洲、中東和非洲
    • 歐洲
    • 中東
    • 非洲
  • 亞太地區

第13章：按群體分類的科學資料管理市場

  • ASEAN
  • GCC
  • EU
  • BRICS
  • G7
  • NATO

第14章：各國科學資料管理市場

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 英國
  • 德國
  • 法國
  • 俄羅斯
  • 義大利
  • 西班牙
  • 中國
  • 印度
  • 日本
  • 澳洲
  • 韓國

第15章 競爭格局

  • 2024年市佔率分析
  • FPNV定位矩陣，2024
  • 競爭分析
    • Thermo Fisher Scientific Inc.
    • Agilent Technologies, Inc.
    • PerkinElmer, Inc.
    • Waters Corporation
    • Dassault Systemes SE
    • LabWare, Inc.
    • LabVantage Solutions, Inc.
    • Dotmatics Ltd
    • Benchling, Inc.
    • TetraScience, Inc.
Product Code: MRR-B9334AD6C10D

The Scientific Data Management Market is projected to grow by USD 24.63 billion at a CAGR of 8.95% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 12.40 billion
Estimated Year [2025] USD 13.53 billion
Forecast Year [2032] USD 24.63 billion
CAGR (%) 8.95%

An authoritative introduction to the evolving scientific data management landscape outlining critical drivers stakeholder priorities and strategic imperatives for action

The scientific data management landscape has matured into a complex ecosystem where infrastructure, software, governance, and user expectations intersect in high-stakes research and clinical settings. Rapid advances in high-throughput sequencing, multimodal imaging, and single-cell proteomics have driven a parallel evolution in how organizations collect, store, process, and extract insight from experimental data. Consequently, institutions are confronting new operational and strategic imperatives that demand not only technology upgrades but also cultural and process transformation.

Across both public and private research environments, leaders are prioritizing interoperability, reproducibility, and data stewardship as foundational capabilities. In turn, this has elevated the importance of policies, metadata standards, and data governance frameworks that enable reproducible workflows and responsible data sharing. As a result, investments increasingly target platforms and services that integrate across laboratory instruments, analytical pipelines, and downstream visualization to reduce friction and accelerate discovery.

This introduction situates the subsequent analysis by clarifying key drivers and stakeholder concerns. It establishes the need for a systematic approach to evaluating options that balance technical performance, regulatory alignment, and total cost of ownership. Moreover, it emphasizes the growing expectation that data management solutions must support collaboration across institutional boundaries while preserving data integrity and privacy.

Transformative shifts reshaping scientific data management including AI driven analytics cloud native architectures interoperability standards and regulatory pressure on data governance

Scientific data management is undergoing transformative shifts driven by a confluence of technological innovation, regulatory emphasis, and changing user expectations. Machine learning and AI-enabled analytics have moved from experimental add-ons to core capabilities that shape platform architecture and workflow design. These capabilities are increasingly embedded directly within data platforms to enable automated curation, anomaly detection, and advanced pattern recognition, which shortens time-to-insight and expands the types of hypotheses researchers can test.

Simultaneously, cloud-native architectures and containerized workflows are redefining deployment models, allowing teams to decouple compute from storage and to scale analytics elastically. At the same time, interoperability standards and FAIR data principles are gaining traction, encouraging vendors and institutions to prioritize metadata models and APIs that enable cross-system data movement. Regulatory expectations around data privacy and clinical traceability are also influencing design choices, leading to tighter integration between data governance tools and operational platforms.

Taken together, these shifts demand that organizations adopt flexible architectures, invest in staff skills for modern data engineering and governance, and pursue vendor relationships that emphasize open interfaces and collaborative roadmaps. Importantly, the pace of change reinforces the value of modular systems that can evolve without requiring wholesale rip-and-replace cycles.

Assessing the cumulative impact of United States tariffs in 2025 on scientific data management ecosystems supply chains and cross border technology procurement decisions

The cumulative effects of tariff measures instituted in the United States in 2025 have introduced additional complexity into procurement and supply chain planning for scientific data management ecosystems. Hardware components for compute, storage arrays, networking, and laboratory instrumentation are subject to longer lead times and higher landed costs in some procurement scenarios, which in turn affects procurement timing and capital allocation decisions. Vendors have responded through a mix of price adjustments, revised lead-time commitments, and reconfigured supply chains to mitigate exposure to tariff-induced cost volatility.

In practice, procurement teams are adapting by negotiating more flexible contracts, seeking alternative suppliers, and accelerating inventory planning to buffer critical projects. These shifts also influence the balance between on-premise investments and cloud-based consumption models because cloud providers can absorb some upstream cost fluctuations within broader global supply arrangements, while on-premise purchases expose institutions directly to hardware price pressures. For smaller organizations and academic labs operating on constrained budgets, the need to optimize reagent and equipment spend is especially acute, pushing many to re-evaluate deployment timelines or to seek managed services that reduce upfront capital demands.

In response, technology providers and system integrators are increasingly offering lease and subscription models, extended support terms, and bundled service offerings that address procurement uncertainty. Additionally, organizations are accelerating supplier diversification and regional sourcing strategies to reduce single-source exposure and to preserve continuity of research operations.

Key segmentation insights revealing how offering types deployment modes data typologies and end users uniquely influence technology adoption and procurement behavior

Understanding segmentation dynamics is essential to selecting solutions that align with workflow requirements and organizational constraints. When evaluating offerings by type, the market spans Services and Software. Services encompass Managed Services that provide outsourced infrastructure and operational oversight, and Professional Services that support customization, integration, and change management. Software offerings include Data Analytics Platforms that deliver scalable pipelines and model execution, Data Storage & Management Software focused on secure and efficient data persistence, Lab Informatics Software that integrates instrument data and experimental metadata, and Visualization Tools that enable interactive exploration of complex datasets.

Deployment mode further differentiates options between Cloud and On Premise approaches. Cloud deployment includes Hybrid Cloud scenarios that blend local assets and cloud services, Private Cloud setups that provide dedicated virtualized environments, and Public Cloud offerings that deliver broadly accessible, scalable infrastructure. On Premise approaches typically rely on Perpetual License arrangements for owned software and Term License models that provide time-bound entitlement, each with unique implications for capital planning and upgrade cycles. Data type considerations add another layer of specialization: Genomic data encompasses DNA Sequencing Data and RNA Sequencing Data, while Imaging comprises Microscopy Data, MRI Data, and X Ray Data. Metabolomic workflows generate Flux Analysis Data and Metabolite Profiling Data, and Proteomic investigations produce Mass Spectrometry Data and Protein Microarray Data, all of which impose distinct storage, compute, and curation requirements.

Finally, end user segmentation illuminates differing priorities across Academic Research Institutions, Biotechnology Firms, Clinical Laboratories, Contract Research Organizations, Government Organizations, and Pharmaceutical Companies. Each user class balances validation, regulatory compliance, cost control, and innovation speed differently, which shapes procurement criteria, preferred commercial models, and the depth of required professional services.

Regional dynamics and competitive nuances across the Americas Europe Middle East and Africa and Asia Pacific that shape scientific data management priorities and investment patterns

Regional dynamics significantly influence technology choices, implementation timelines, and partnership strategies across the three principal geographies. In the Americas, large research universities, biotech clusters, and national laboratories drive demand for high-performance compute and integrated analytics, while North American procurement trends emphasize cloud interoperability and scalable managed services. Institutions in this region often push vendors for strong compliance controls and extensive integration capabilities to support collaborative research networks.

In Europe, Middle East & Africa, regulatory nuance and national data protection regimes guide architecture choices, encouraging private cloud and hybrid deployments that preserve data sovereignty. Programs funded by governmental initiatives and pan-European collaborations frequently prioritize standardization and federated access, which shapes vendor roadmaps toward enhanced metadata interoperability and robust audit capabilities. Emerging markets within this region also present opportunities for capacity building, where managed services and training offerings help accelerate adoption.

Asia-Pacific presents a heterogeneous landscape in which rapid capacity expansion in academic and commercial R&D coexists with varying regulatory approaches. Major hubs show strong appetite for cloud-native analytics and high-throughput processing, while several markets focus on developing local ecosystems through partnerships with providers that can deliver localized support and compliance. Across all regions, successful vendors demonstrate adaptability to local procurement norms, partner ecosystems, and the operational realities of diverse institutional customers.

Key companies insights into competitive strategies partnership models and innovation approaches that define leaders and challengers in scientific data management

Competitive dynamics among companies in this space are defined by a combination of technological differentiation, partnership models, and service depth. Market leaders are differentiated by their ability to integrate end-to-end workflows, provide robust data governance and provenance tracking, and offer extensible APIs that enable customers to build custom pipelines. At the same time, challengers carve out value by specializing in niche data types, optimized analytics for specific scientific domains, or highly responsive professional services that reduce implementation friction.

Collaboration and strategic partnerships play a central role in product roadmaps and go-to-market approaches. Alliances between software providers, cloud infrastructure firms, instrument manufacturers, and systems integrators help create turnkey solutions that address complex laboratory workflows. Moreover, open-source projects and community-driven toolchains continue to influence innovation trajectories, prompting proprietary vendors to prioritize interoperability and modular extensibility.

From a business model perspective, subscription and managed-service frameworks are increasingly common, as they align vendor incentives with customer outcomes and lower barriers to adoption. As a result, successful companies combine strong technical capabilities with consultative sales motions and post-deployment support that accelerates customer value realization and fosters long-term relationships.

Actionable recommendations for industry leaders to accelerate adoption de risk implementations and align organizational capabilities with emergent data management imperatives

Industry leaders should pursue a pragmatic set of actions to accelerate impact while managing risk. First, prioritize architectures that separate compute and storage concerns and that support modular integration through open APIs, which enables incremental modernization without disruptive rip-and-replace programs. Second, invest in robust data governance practices that codify metadata, provenance, and access controls; doing so reduces compliance risk and increases data reuse across projects. Third, select commercial models that reflect operational realities, balancing on-premise control with cloud agility by adopting hybrid approaches where appropriate and negotiating flexible terms that align with research funding cycles.

Additionally, cultivate strategic partnerships with vendors and integrators that demonstrate domain expertise and a commitment to interoperability. Complement technology investments with targeted workforce development to build skills in data engineering, reproducible analysis, and governance practices. To mitigate supply chain and procurement risks, diversify supplier relationships and evaluate subscription or managed-service alternatives that reduce upfront capital exposure. Finally, implement pilot programs that apply a learn-fast approach to evaluate technology fit and operational impact, using clearly defined success metrics and staged rollouts to manage scope and accelerate value capture.

A rigorous research methodology detailing primary and secondary approaches expert validation data triangulation techniques and measures to ensure reliability and reproducibility

This research used a mixed-methods approach designed to ensure robust, reproducible findings through triangulation of multiple evidence streams. Primary research consisted of structured interviews with stakeholders across academic, commercial, and governmental research settings, including procurement leads, IT architects, principal investigators, and lab operations managers. These conversations informed an understanding of operational constraints, procurement behaviors, and priority use cases. Secondary research involved systematic review of technical literature, vendor documentation, standards initiatives, and publicly available regulatory guidance to contextualize market drivers and technology capabilities.

Analytical methods included qualitative coding of interview transcripts to identify recurring themes, scenario analysis to explore the implications of policy and supply chain shifts, and capability mapping to compare solution features against common workflow requirements. Expert validation sessions were conducted with domain specialists to stress-test assumptions and refine recommendations. To enhance transparency and reliability, data sources are documented and methodologies for synthesis are described so that findings can be revisited and updated as new evidence emerges. Limitations are acknowledged, including variability in procurement practices across institutions and the evolving nature of technology roadmaps, and the report highlights areas where ongoing monitoring will be important.

A concise conclusion synthesizing implications for stakeholders and outlining pathways to operationalize scientific data management strategies for long term resilience

In synthesis, scientific data management is at an inflection point where technological possibilities intersect with operational realities and policy constraints. The sector requires solutions that are both technically capable and organizationally adoptable, combining advanced analytics with practical governance and deployment flexibility. Stakeholders who align investment decisions with clear standards for metadata, provenance, and interoperability will be better positioned to accelerate discovery while managing regulatory and procurement complexity.

Moreover, the persistence of supply chain and procurement pressures underscores the importance of flexible commercial models and diversified vendor strategies. Institutions that adopt hybrid deployment approaches, invest in staff skill development, and pursue targeted pilots will reduce implementation risk and create momentum for broader transformation. Ultimately, progress will depend on sustained collaboration across vendors, research organizations, and policy stakeholders to ensure that technical innovation translates into reproducible, trustworthy, and usable scientific outcomes.

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Deployment of AI-powered laboratory information systems for real-time data insights
  • 5.2. Adoption of blockchain-enabled data provenance solutions to ensure experimental integrity
  • 5.3. Integration of Internet of Things sensors with LIMS platforms for continuous sample monitoring
  • 5.4. Emergence of cloud-native data lakes optimized for large-scale genomics and proteomics research
  • 5.5. Implementation of federated data models to facilitate cross-institutional collaboration without centralizing data
  • 5.6. Advancement of automated metadata tagging powered by natural language processing for experimental datasets
  • 5.7. Deployment of edge computing infrastructure to process high-throughput sequencing data near source equipment

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Scientific Data Management Market, by Offering Type

  • 8.1. Services
    • 8.1.1. Managed Services
    • 8.1.2. Professional Services
  • 8.2. Software
    • 8.2.1. Data Analytics Platforms
    • 8.2.2. Data Storage & Management Software
    • 8.2.3. Lab Informatics Software
    • 8.2.4. Visualization Tools

9. Scientific Data Management Market, by Deployment Mode

  • 9.1. Cloud
    • 9.1.1. Hybrid Cloud
    • 9.1.2. Private Cloud
    • 9.1.3. Public Cloud
  • 9.2. On Premise
    • 9.2.1. Perpetual License
    • 9.2.2. Term License

10. Scientific Data Management Market, by Data Type

  • 10.1. Genomic
    • 10.1.1. DNA Sequencing Data
    • 10.1.2. RNA Sequencing Data
  • 10.2. Imaging
    • 10.2.1. Microscopy Data
    • 10.2.2. MRI Data
    • 10.2.3. X Ray Data
  • 10.3. Metabolomic
    • 10.3.1. Flux Analysis Data
    • 10.3.2. Metabolite Profiling Data
  • 10.4. Proteomic
    • 10.4.1. Mass Spectrometry Data
    • 10.4.2. Protein Microarray Data

11. Scientific Data Management Market, by End User

  • 11.1. Academic Research Institutions
  • 11.2. Biotechnology Firms
  • 11.3. Clinical Laboratories
  • 11.4. Contract Research Organizations
  • 11.5. Government Organizations
  • 11.6. Pharmaceutical Companies

12. Scientific Data Management Market, by Region

  • 12.1. Americas
    • 12.1.1. North America
    • 12.1.2. Latin America
  • 12.2. Europe, Middle East & Africa
    • 12.2.1. Europe
    • 12.2.2. Middle East
    • 12.2.3. Africa
  • 12.3. Asia-Pacific

13. Scientific Data Management Market, by Group

  • 13.1. ASEAN
  • 13.2. GCC
  • 13.3. European Union
  • 13.4. BRICS
  • 13.5. G7
  • 13.6. NATO

14. Scientific Data Management Market, by Country

  • 14.1. United States
  • 14.2. Canada
  • 14.3. Mexico
  • 14.4. Brazil
  • 14.5. United Kingdom
  • 14.6. Germany
  • 14.7. France
  • 14.8. Russia
  • 14.9. Italy
  • 14.10. Spain
  • 14.11. China
  • 14.12. India
  • 14.13. Japan
  • 14.14. Australia
  • 14.15. South Korea

15. Competitive Landscape

  • 15.1. Market Share Analysis, 2024
  • 15.2. FPNV Positioning Matrix, 2024
  • 15.3. Competitive Analysis
    • 15.3.1. Thermo Fisher Scientific Inc.
    • 15.3.2. Agilent Technologies, Inc.
    • 15.3.3. PerkinElmer, Inc.
    • 15.3.4. Waters Corporation
    • 15.3.5. Dassault Systemes SE
    • 15.3.6. LabWare, Inc.
    • 15.3.7. LabVantage Solutions, Inc.
    • 15.3.8. Dotmatics Ltd
    • 15.3.9. Benchling, Inc.
    • 15.3.10. TetraScience, Inc.

LIST OF FIGURES

  • FIGURE 1. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, 2018-2032 (USD MILLION)
  • FIGURE 2. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY OFFERING TYPE, 2024 VS 2032 (%)
  • FIGURE 3. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY OFFERING TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 4. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2032 (%)
  • FIGURE 5. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 6. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2024 VS 2032 (%)
  • FIGURE 7. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 8. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY END USER, 2024 VS 2032 (%)
  • FIGURE 9. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY END USER, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 10. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 11. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 12. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 13. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 14. EUROPE, MIDDLE EAST & AFRICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 15. EUROPE SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 16. MIDDLE EAST SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 17. AFRICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 18. ASIA-PACIFIC SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 19. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 20. ASEAN SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 21. GCC SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 22. EUROPEAN UNION SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 23. BRICS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 24. G7 SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 25. NATO SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 26. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 27. SCIENTIFIC DATA MANAGEMENT MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 28. SCIENTIFIC DATA MANAGEMENT MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. SCIENTIFIC DATA MANAGEMENT MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY OFFERING TYPE, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MANAGED SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MANAGED SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MANAGED SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MANAGED SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROFESSIONAL SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROFESSIONAL SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROFESSIONAL SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROFESSIONAL SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA ANALYTICS PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA ANALYTICS PLATFORMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA ANALYTICS PLATFORMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA ANALYTICS PLATFORMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA ANALYTICS PLATFORMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA ANALYTICS PLATFORMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA STORAGE & MANAGEMENT SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA STORAGE & MANAGEMENT SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA STORAGE & MANAGEMENT SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA STORAGE & MANAGEMENT SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA STORAGE & MANAGEMENT SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA STORAGE & MANAGEMENT SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY LAB INFORMATICS SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY LAB INFORMATICS SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY LAB INFORMATICS SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY LAB INFORMATICS SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY LAB INFORMATICS SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY LAB INFORMATICS SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY VISUALIZATION TOOLS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY VISUALIZATION TOOLS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY VISUALIZATION TOOLS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY VISUALIZATION TOOLS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY VISUALIZATION TOOLS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY VISUALIZATION TOOLS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY HYBRID CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY HYBRID CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY HYBRID CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY HYBRID CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY HYBRID CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY HYBRID CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PRIVATE CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PRIVATE CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PRIVATE CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PRIVATE CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PUBLIC CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PUBLIC CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PUBLIC CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PUBLIC CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PERPETUAL LICENSE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PERPETUAL LICENSE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PERPETUAL LICENSE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PERPETUAL LICENSE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PERPETUAL LICENSE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PERPETUAL LICENSE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY TERM LICENSE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY TERM LICENSE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY TERM LICENSE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY TERM LICENSE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY TERM LICENSE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY TERM LICENSE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DNA SEQUENCING DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DNA SEQUENCING DATA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DNA SEQUENCING DATA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DNA SEQUENCING DATA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DNA SEQUENCING DATA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DNA SEQUENCING DATA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY RNA SEQUENCING DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY RNA SEQUENCING DATA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY RNA SEQUENCING DATA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY RNA SEQUENCING DATA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY RNA SEQUENCING DATA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY RNA SEQUENCING DATA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MICROSCOPY DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MICROSCOPY DATA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MICROSCOPY DATA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MICROSCOPY DATA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MICROSCOPY DATA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MICROSCOPY DATA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MRI DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MRI DATA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MRI DATA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MRI DATA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MRI DATA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MRI DATA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY X RAY DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY X RAY DATA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY X RAY DATA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY X RAY DATA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY X RAY DATA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY X RAY DATA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY FLUX ANALYSIS DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY FLUX ANALYSIS DATA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY FLUX ANALYSIS DATA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY FLUX ANALYSIS DATA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY FLUX ANALYSIS DATA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY FLUX ANALYSIS DATA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLITE PROFILING DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLITE PROFILING DATA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLITE PROFILING DATA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLITE PROFILING DATA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLITE PROFILING DATA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLITE PROFILING DATA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 181. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 182. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 183. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MASS SPECTROMETRY DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 184. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MASS SPECTROMETRY DATA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 185. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MASS SPECTROMETRY DATA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 186. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MASS SPECTROMETRY DATA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 187. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MASS SPECTROMETRY DATA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 188. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY MASS SPECTROMETRY DATA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 189. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEIN MICROARRAY DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 190. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEIN MICROARRAY DATA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 191. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEIN MICROARRAY DATA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 192. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEIN MICROARRAY DATA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 193. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEIN MICROARRAY DATA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 194. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEIN MICROARRAY DATA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 195. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 196. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ACADEMIC RESEARCH INSTITUTIONS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ACADEMIC RESEARCH INSTITUTIONS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 199. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ACADEMIC RESEARCH INSTITUTIONS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 200. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ACADEMIC RESEARCH INSTITUTIONS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 201. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ACADEMIC RESEARCH INSTITUTIONS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 202. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ACADEMIC RESEARCH INSTITUTIONS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 203. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY BIOTECHNOLOGY FIRMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 204. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY BIOTECHNOLOGY FIRMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 205. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY BIOTECHNOLOGY FIRMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 206. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY BIOTECHNOLOGY FIRMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 207. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY BIOTECHNOLOGY FIRMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 208. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY BIOTECHNOLOGY FIRMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 209. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLINICAL LABORATORIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 210. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLINICAL LABORATORIES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 211. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLINICAL LABORATORIES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 212. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLINICAL LABORATORIES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 213. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLINICAL LABORATORIES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 214. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLINICAL LABORATORIES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 215. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CONTRACT RESEARCH ORGANIZATIONS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 216. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CONTRACT RESEARCH ORGANIZATIONS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 217. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CONTRACT RESEARCH ORGANIZATIONS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 218. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CONTRACT RESEARCH ORGANIZATIONS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 219. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CONTRACT RESEARCH ORGANIZATIONS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 220. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CONTRACT RESEARCH ORGANIZATIONS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 221. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GOVERNMENT ORGANIZATIONS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 222. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GOVERNMENT ORGANIZATIONS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 223. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GOVERNMENT ORGANIZATIONS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 224. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GOVERNMENT ORGANIZATIONS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 225. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 226. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 227. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PHARMACEUTICAL COMPANIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 228. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PHARMACEUTICAL COMPANIES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 229. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PHARMACEUTICAL COMPANIES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 230. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PHARMACEUTICAL COMPANIES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 231. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PHARMACEUTICAL COMPANIES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 232. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PHARMACEUTICAL COMPANIES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 233. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 234. GLOBAL SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 235. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 236. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 237. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
  • TABLE 238. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY OFFERING TYPE, 2025-2032 (USD MILLION)
  • TABLE 239. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 240. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 241. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 242. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 243. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 244. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 245. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 246. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, 2025-2032 (USD MILLION)
  • TABLE 247. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, 2018-2024 (USD MILLION)
  • TABLE 248. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, 2025-2032 (USD MILLION)
  • TABLE 249. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 250. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2025-2032 (USD MILLION)
  • TABLE 251. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, 2018-2024 (USD MILLION)
  • TABLE 252. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, 2025-2032 (USD MILLION)
  • TABLE 253. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, 2018-2024 (USD MILLION)
  • TABLE 254. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, 2025-2032 (USD MILLION)
  • TABLE 255. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, 2018-2024 (USD MILLION)
  • TABLE 256. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, 2025-2032 (USD MILLION)
  • TABLE 257. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, 2018-2024 (USD MILLION)
  • TABLE 258. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, 2025-2032 (USD MILLION)
  • TABLE 259. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 260. AMERICAS SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 261. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 262. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 263. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
  • TABLE 264. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY OFFERING TYPE, 2025-2032 (USD MILLION)
  • TABLE 265. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 266. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 267. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 268. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 269. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 270. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 271. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 272. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, 2025-2032 (USD MILLION)
  • TABLE 273. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, 2018-2024 (USD MILLION)
  • TABLE 274. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, 2025-2032 (USD MILLION)
  • TABLE 275. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 276. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2025-2032 (USD MILLION)
  • TABLE 277. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, 2018-2024 (USD MILLION)
  • TABLE 278. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY GENOMIC, 2025-2032 (USD MILLION)
  • TABLE 279. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, 2018-2024 (USD MILLION)
  • TABLE 280. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY IMAGING, 2025-2032 (USD MILLION)
  • TABLE 281. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, 2018-2024 (USD MILLION)
  • TABLE 282. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY METABOLOMIC, 2025-2032 (USD MILLION)
  • TABLE 283. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, 2018-2024 (USD MILLION)
  • TABLE 284. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY PROTEOMIC, 2025-2032 (USD MILLION)
  • TABLE 285. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 286. NORTH AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 287. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 288. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 289. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
  • TABLE 290. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY OFFERING TYPE, 2025-2032 (USD MILLION)
  • TABLE 291. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 292. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 293. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 294. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 295. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 296. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 297. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 298. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY CLOUD, 2025-2032 (USD MILLION)
  • TABLE 299. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SIZE, BY ON PREMISE, 2018-2024 (USD MILLION)
  • TABLE 300. LATIN AMERICA SCIENTIFIC DATA MANAGEMENT MARKET SI