Data Management Librarians address the technical and administrative challenges of preserving scholarly and scientific output. While standard librarianship centers on cataloging and circulating published texts or media, data librarians consult directly with investigators to structure datasets, generate standardized metadata, and prepare data management plans for grant applications. Their daily rhythm involves assessing incoming research files, conducting one-on-one consultations, and ensuring digital holdings comply with FAIR (Findable, Accessible, Interoperable, and Reusable) and CARE data governance principles.The role requires continuous problem-solving around data formats, file migration, sensitive data protections, and long-term repository workflows. Professionals who thrive in this career typically combine conventional attention to detail and cataloging accuracy with investigative problem-solving and strong service orientation, translating complex compliance policies and technical storage requirements into accessible guidance for research teams.
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Responsibilities
Advise researchers on drafting and executing data management and sharing plans that satisfy institutional, publisher, and grant funder mandates.
Curate submitted research datasets by verifying data integrity, standardizing file formats, and generating comprehensive documentation and metadata.
Manage ingest workflows and quality control checks for institutional and discipline-specific data repositories.
Design and deliver educational workshops on data discovery, stewardship, reproducible research practices, and ethical data handling.
Collaborate with campus researchers, information technology units, and administration to implement data governance frameworks, including FAIR and CARE principles.
Assist research teams with the identification, safe storage, and restricted-access sharing of sensitive or confidential datasets.
Evaluate and recommend repository platforms, digital preservation tools, and metadata standards to support evolving institutional needs.
Qualifications
A master's degree in Library and Information Science (MLIS) from an ALA-accredited program or an equivalent advanced graduate degree in a data-intensive discipline.
Demonstrated knowledge of research data management practices, repository workflows, and long-term digital preservation standards.
Working familiarity with metadata schemas, archival description standards, and funder data sharing mandates.
Proficiency in reference interviewing, technical consultation, and instructional delivery for diverse academic or technical audiences.
Strong critical thinking, written communication, and service-oriented consultation skills.
Nice to Have
Experience with scripting languages or analytical tools such as Python, R, SQL, or geographic information systems (GIS).
Familiarity with digital repository software such as ContentDM, Archivematica, or specialized academic data platforms.
Prior background working with specialized data types, such as clinical trials, geospatial data, or sensitive human-subjects research.
Environment
Work is predominantly conducted in academic, medical, or corporate library office settings, often utilizing hybrid on-site and remote arrangements.
Standard working schedules align with typical business hours, with occasional evening sessions scheduled for workshops or project deadlines.
Collaboration is frequent and interdisciplinary, requiring regular interaction with faculty, students, database managers, and institutional compliance officers.
The daily technical environment relies heavily on data repositories, digital preservation suites, spreadsheet applications, and electronic research platforms.
Benefits & Growth
Academic and public research environments typically provide comprehensive public-sector retirement systems, institutional health plans, and generous leave allowances.
Career progression moves from entry-level curation technician or data specialist roles to assistant, associate, and head data services librarian positions.
Experienced specialists often advance into broader university research administration, library directorships, or specialized digital stewardship management.
Professional development support commonly includes funding for scholarly publications, library association participation, and technical certifications.