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A practical guide to the digital preservation, metadata, and hands-on project skills that set archival MLIS graduates apart in the job market.
Archival employers screen résumés for tool proficiency, not coursework titles. A review of 2025 and 2026 job postings on ArchivesGig and the SAA board shows that hiring managers prioritize BitCurator experience, ArchivesSpace fluency, and EAD-encoded finding aids over high GPAs or elective lists. Classroom theory introduces you to provenance and arrangement principles, but interviews test whether you have actually processed a collection, redacted personally identifiable information, or recovered data from obsolete media.
A July 2026 profile from Indiana University's archives program demonstrates the advantage: MLIS student Sophie Johnson emphasized that hands-on BitCurator work and real-world accessioning projects strengthen her candidacy in interviews, while undergraduate Evan Kern built transferable digital curation skills despite pursuing law, not librarianship. Their experience reflects a broader shift in archival hiring: employers want proof of applied competence, and archiving projects deliver it faster than lecture-based learning. For students still mapping their options, early career tips for librarians consistently point to hands-on project work as the single most effective résumé differentiator.
The gap between academic preparation and employer expectations is closing for students who treat archival projects as portfolio-building opportunities rather than class requirements. That shift also raises a practical question: which MLIS path sets you up best? Comparing academic vs. public librarian career paths can help students decide where archival specialization fits their longer-term goals.
Classroom instruction gives MLIS students a foundation in theory, but employers hiring for archival roles increasingly expect candidates to arrive with hands-on, demonstrable experience. The gap between knowing about metadata standards and actually applying them to a corrupted hard drive or a box of donated papers is where real professional competence is built.
At Indiana University's University Archives, that gap is closing through student employment. Sophie Johnson, pursuing her MLIS alongside a history degree, works directly with born-digital materials using BitCurator, a forensic archival system that creates bit-for-bit copies of storage media and assists archivists in identifying and redacting personally identifiable information. Her takeaway is straightforward: "Knowing this system and showing that I have experience archiving different materials with it will help a lot in interviews."1 That kind of tool-specific fluency is exactly what hiring managers in digital archives look for, and it is difficult to manufacture from coursework alone.
Fellow MLIS student Kelly Sturgeon splits her time between University Archives and the Wylie House Museum, where she fields reference questions from family members researching alumni. This combination of technical and public-service work reflects what skills employers look for in library science graduates: the ability to move between back-end curation tasks and direct patron interaction without missing a beat.
Even students outside LIS benefit from archival project work. Undergraduate political science student Evan Kern is accessioning the papers of the late Roy Sieber, the historian who established the study of African art history in the United States, and he credits the experience with building transferable research and organizational skills regardless of his eventual career path. That interdisciplinary draw signals something important for MLIS alumni career paths: archives are no longer the exclusive domain of library professionals, which raises the stakes for LIS graduates to distinguish themselves through practical, portfolio-ready experience.
In short, archiving projects produce the kind of documented, tool-grounded competencies that a transcript alone cannot convey.
The core archival skills that employers look for in MLIS graduates aren't mysterious , they break down into six areas that form the backbone of any archivist's toolkit: appraisal, arrangement, description, digital preservation, metadata, and records management. Each is introduced in a dedicated graduate course, but they only become real when applied to messy, real-world collections. No single course covers all six; archival concentrations layer them across semesters, often pairing a classroom foundation with a project, internship, or student job. Students weighing the archival path will find it helpful to understand how to become an archivist before choosing a concentration.
The table below maps each skill to the MLIS course where it's typically taught and the hands-on context where it gets practiced. The courses named are drawn from actual curricula at ALA-accredited programs with strong archival studies concentrations in 2025-2026.
| Skill | Typical MLIS Course | Project Context | |-------|---------------------|-----------------| | Appraisal | Archival Appraisal; Appraisal & Archival Systems | Evaluating collections for acquisition or digitization prioritization |1 | Arrangement | Archival Arrangement & Description; Archival Practice | Organizing physical or digital materials in internships or student jobs |2 | Description | Arrangement & Description; Archival Representation | Writing finding aids or metadata descriptions for real archival materials |2 | Digital Preservation | Digital Curation; Digital Libraries; Preservation of Information Materials | Using tools like BitCurator to preserve born-digital materials from community donors |3 | Metadata | Metadata; Metadata Management; Cataloging and Metadata Management | Creating descriptive schemas for digital collections in practicum settings |2 | Records Management | Records Management; Data & Records Management | Developing retention schedules for institutional or corporate archives projects |2
In a working archive, these skills rarely stay in silos. A student processing a donor's digital files might use appraisal to decide what's worth saving, arrangement to organize the files, description to write finding aid content, metadata to tag formats and dates, and digital asset management tools to create bit-level copies and redact personal data. That interconnected workflow is exactly what makes student employment in archives so valuable , it mirrors what hiring managers expect entry-level archivists to do on day one.
Archival reference work blends technical knowledge with interpersonal communication. Kelly Sturgeon, an MLIS student at Indiana University who splits time between University Archives and the Wylie House Museum, regularly answers reference questions from alumni and their families.4 That experience , digging through finding aids, interpreting tertiary evidence, communicating with patrons , builds a distinct competency that coursework alone rarely covers thoroughly. Pursuing an online MLIS reference and user services concentration can formalize these skills for students who want to specialize. It's a reminder that archives are not just storage facilities; they are service points, and the ability to connect people with materials is as marketable as knowing how to preserve them.
What software will you actually touch as a working archivist, and which tools should you learn before graduation? The honest answer is a small, learnable stack of open-source platforms plus a handful of descriptive standards. Master these, and you can walk into an interview and describe a real workflow instead of gesturing at concepts.
BitCurator is the tool most MLIS students encounter first when working with born-digital materials. It creates bit-for-bit forensic copies of source media, so nothing on the original drive is altered during capture, and it includes utilities for scanning files and redacting personally identifiable information before materials go to researchers. At Indiana University's University Archives, student employee Sophie Johnson uses BitCurator daily, and she has said explicitly that being able to demonstrate this experience gives her an edge in interviews.1 That is the pattern to internalize: hiring managers ask candidates to walk through a BitCurator workflow, from imaging a donated drive to generating a report of sensitive content flagged for review.
The IU team's recent recovery of two donated desktop computers from around 2000, pulling back writing, environmental photographs, and an entire iTunes library from 2006-2007 off a corrupted hard drive, is a good illustration of why these skills matter. Born-digital accessions are now routine intake, not a specialty case.
Beyond forensic capture, two platforms dominate the preservation and access side:
On top of these platforms sit the descriptive standards you will be expected to know by name: EAD (Encoded Archival Description) for structuring finding aids in XML, and DACS (Describing Archives: A Content Standard) for the rules that govern what goes in each descriptive element. Programs like the Archival Studies Emphasis at the University of Missouri build this vocabulary through required coursework such as ISLT 9490 Archival Practice, often paired with a metadata elective.2 The University of Alabama's LS 552 Digital Preservation course covers similar ground,3 and the RBMS Educational Opportunities Directory lists specialized offerings like Electronic Records Systems for students who want deeper technical exposure.4
Tool proficiency is verifiable, so treat every project as a chance to document exactly what you did.
A competitive MLIS résumé needs more than internship titles: it needs project-based proof of technical competence. Archival coursework introduces theory, but real mastery develops when students handle crumbling ledgers, configure digital forensic software, or explain a finding aid to a donor family. The following project types appear consistently across ALA-accredited programs and signal to employers that a candidate can step into a staff position and immediately contribute.
At Indiana University, undergraduate Evan Kern worked directly with the papers of Roy Sieber, a historian and professor of fine arts who established the study of African art history in the United States. As reported by IU's news site in July 2026, Kern's tasks included rehousing fragile materials, creating box lists, and learning how institutional context shapes description. The project gave him transferable skills in attention to detail and intellectual arrangement, even though he plans a law career rather than librarianship. Such interdisciplinary exposure illustrates how archival projects serve students from any path.
Many MLIS programs embed real-world projects through relationships with museums, historical societies, government agencies, and university special collections. Instead of a simulated assignment, students might process a mayoral papers collection for the city archives or digitize oral histories for a county historical society. These practicum-style experiences mirror community archiving projects that many employers value, and they often generate structured output, such as a finding aid, a digital exhibit, or a digitized collection, that anchors a strong portfolio. Students weighing which program to pursue should consider whether the mlis program specialization archives track includes embedded partnerships of this kind.
A spot-check of 15 to 20 archivist and digital archivist postings on ArchivesGig, the SAA job board, and LinkedIn from 2025 to 2026 reveals a clear hierarchy of in-demand competencies. Metadata management and digital preservation top the list as the most frequently required skills, while ArchivesSpace proficiency, DACS compliance, and EAD encoding appear at moderate frequency, often split between "required" and "preferred" categories. Born-digital forensics tools such as BitCurator show up less often but are increasingly listed as preferred qualifications, especially at research universities. AI-assisted description remains rare in formal postings, though a small number of positions now mention it as a plus.
An archival portfolio is a curated collection of work samples that demonstrates you can actually do the tasks listed in a processing archivist or digital archivist job description. It is not a résumé attachment or a class transcript. It is evidence: real deliverables, produced under real constraints, presented in a way that lets a hiring manager verify your skills in under ten minutes.
Aim for four to six pieces that together show range across analog and digital work:
You have three practical options. A simple website using GitHub Pages or WordPress signals technical fluency and lets you link directly from job applications. A PDF portfolio with embedded screenshots is easier to email and works well for less digitally focused roles. A curated folder in Google Drive or Box is the lowest lift but the least polished. Whichever you pick, practice what you preach about file organization: consistent naming, logical folder hierarchy, and a README.
Each deliverable needs a short paragraph explaining what standards you followed (DACS, PREMIS, ISAD(G)), what tools you used (ArchivesSpace, Preservica, BitCurator), and what judgment calls you made and why. Students weighing the difference between an MLIS and an MAS will notice that this kind of reflective documentation is a core expectation in both degree tracks. Employers are not just checking whether you produced the artifact. They want to see how you think when the answer is not in the textbook.
Many MLIS graduates mistakenly limit their job search to traditional libraries. In reality, archival competencies are in demand across corporations, government agencies, law firms, healthcare systems, nonprofits, and technology companies. The table below outlines eight common roles, the specific skills each requires, typical employers, and salary expectations. Note that the Bureau of Labor Statistics groups most of these positions under the broad "archivist" category, so the figures here are approximations derived from industry-level BLS data (2023). Individual salaries can vary significantly based on location, experience, and organizational budget.
| Job Title | Core Archival Skills | Typical Employer Settings | Typical Salary Range |
|---|---|---|---|
| Digital Archivist | Digital forensics (BitCurator), born-digital processing, metadata management, web archiving | Universities, large public libraries, government archives | $55,000, $75,000 |
| Records Manager | Records life cycle management, retention scheduling, legal compliance, data governance | State and local government, healthcare, financial services | $58,000, $70,000 |
| Special Collections Librarian | Rare materials preservation, descriptive bibliography, exhibit curation, donor relations | Academic libraries, historical societies, independent research libraries | $50,000, $68,000 |
| Corporate Archivist | Business history documentation, intellectual property management, internal communications preservation | Corporations (pharma, tech, finance), consulting firms | $60,000, $90,000 |
| Government Records Analyst | Public records law, FOIA processing, redaction, electronic records management | Federal, state, and local agencies | $55,000, $72,000 |
| Metadata Librarian | Cataloging standards (MARC, Dublin Core), controlled vocabularies, linked data, schema development | Academic and public libraries, cultural heritage institutions, digital repositories | $52,000, $65,000 |
| Digital Preservation Specialist | Digital preservation standards (OAIS, PREMIS), fixity checks, format migration, repository management | Universities, national libraries, archives, and museums | $58,000, $78,000 |
| Archival Consultant | Project management, grant writing, archival assessment, policy development | Self-employed or consulting firms, contract work with nonprofits and government | $60,000, $100,000+ |
The salary ranges shown here draw primarily from BLS mean annual wages for archivists in various industries.1 For instance, archivists in higher education earned a mean of $66,200, while those in museums and historical sites averaged $51,870. Roles that require advanced digital skills, such as digital archivist or digital preservation specialist, often command premium pay, particularly in corporate or government environments. Self-employed consultants can set their own rates, which may exceed the upper bound of the scale.
Keep in mind that the overall median salary for archivists was $59,910 in 2023,1 but positions in major metropolitan areas or with specialized technical expertise frequently exceed that figure. Broader projections from the BLS show that the Archivists, Curators, and Museum Workers category is expected to grow 6% through 2034, faster than average for all occupations.2 As demand for born-digital preservation and data governance grows, employers are placing a higher value on candidates who blend traditional archival studies degree training with modern information technology skills, which is data science for librarians territory. For graduates weighing how these skills translate to compensation, a closer look at library science salary benchmarks by role and setting can sharpen those expectations. This combination is exactly what a well-designed MLIS concentration in most satisfying library careers is built to provide.
Artificial intelligence is already handling discrete archival tasks like optical character recognition, automated metadata tagging, and sensitivity flagging in born-digital collections, but it cannot perform the judgment-heavy work that defines professional archival practice. The answer to whether AI will replace archivists is straightforward: no, but it will reshape how archivists spend their time and which skills command a premium in the job market.
As of 2026, AI tools assist with description, metadata generation, transcription, preliminary sensitivity review, and building better access interfaces.1 Archivists are using ChatGPT, Claude, and specialized automated metadata generators to draft descriptive text, suggest subject headings, and flag potentially restricted materials.2 But every output requires human validation. The Society of American Archivists approved an AI Task Force in March 2026 to guide the profession through these changes,3 building on its June 2024 statement requiring human authorship and disclosure of AI assistance in SAA publications.4
What remains firmly in human hands: selection and appraisal decisions, donor relations, policy development, ethical judgment around sensitive or contested materials, and final quality control.1 AI cannot weigh competing institutional priorities, negotiate with a donor family, or decide whether releasing a collection serves the public interest. Archivists now function as editors and validators, prompting AI systems and verifying outputs rather than starting every description from scratch. Understanding the ethics of AI in libraries is increasingly central to this responsibility.
Students who can critically evaluate AI-generated metadata, write effective prompts for archival description tasks, and train classification models on archival data will have a measurable advantage. Learning to audit AI outputs for accuracy, bias, and compliance with GDPR and institutional policies is now part of the job.2 AI readiness in archival collections requires a clear problem definition, documented completeness, existing metadata to train models, and consistent human oversight.5 Students who understand those prerequisites and can articulate when AI is appropriate and when it is not will be more marketable than peers who treat AI as either a magic solution or an existential threat.
Framing AI fluency as a complement to traditional archival skills rather than a replacement is the practical stance. The workflow role is tool inside human-directed processes, not autonomous agent. Students should expect job postings in 2026 and beyond to list familiarity with AI-assisted workflows alongside finding aid standards and donor relations experience. Technical skills like Python for library automation pair naturally with this AI fluency, giving candidates a fuller toolkit for positions that blend description work with data-driven processes.
Archival work within MLIS programs raises practical questions about credentials, tools, and career prospects. Below are concise answers to the questions prospective and current students ask most often.
What is the single most important thing you can do this semester to become a competitive archival candidate? Commit to one project. The distance between an MLIS transcript and a hireable portfolio is measured in projects completed, tools learned, and finding aids you can actually show a hiring manager.
Pick one opportunity this week: campus archives, a local historical society, a digital preservation lab, or a volunteer processing role with a community organization. Get your hands on BitCurator, draft a DACS-compliant finding aid, or tag metadata in ArchivesSpace. If you are weighing how archival work fits into a broader career shift, the practical skills you build now transfer across many fields, as explored in career transitions into library science. The profession is shifting toward born-digital collections and AI-augmented workflows, and students building practical skills now are the ones who will define what archival work looks like a decade from here. For those still deciding whether the archival track is the right fit, comparing MLIS and MLS degree differences can clarify which credential best aligns with your goals.
