About the RoleAs Principal, you will own the Document Quality System that enables AI and engineering teams to produce professional, usable documents. You will translate expert judgment about document quality into clear standards, reference documents, rules, and measurable specifications that can be built and tested.
Responsibilities- Define "good." Write the canonical standards for typography, hierarchy, whitespace, tables, lists, headings, citations, pagination, headers and footers, exhibits, and numbering.
- Build a document taxonomy. Define a distinct formatting grammar for each document family (legal briefs, contracts, client memos, research reports, and others). Each gets its own conventions, and you decide where they share a base and where they diverge.
- Audit AI output. Review several hundred generated documents and build a failure taxonomy. Classify every formatting defect by type, severity, and root cause, and report the patterns.
- Create gold-standard documents. Produce human-crafted reference documents for each document type, and version them as test fixtures for AI and engineering teams.
- Turn judgment into rules. Write explicit, testable specifications, for example how Heading 2 behaves, what tables may never do, no orphaned headings, page-break behavior, and numbering that stays linked to styles rather than being typed by hand. Favor real document structure (styles, numbering, sections) over manual visual formatting.
- Create the quality score. Develop a Document Quality Score covering structural integrity, visual hierarchy, consistency, readability, template compliance, and editability. Work with engineering to make it measurable, automatable where possible, and calibrated against human expert judgment.
- Be the standards owner. Adjudicate disputes, review new templates, and represent document quality in product and model-evaluation decisions.
Requirements- Deep expertise in professional document production, such as legal document production, publishing, technical or editorial design, knowledge management, or a similar field, with a track record of setting standards rather than just following them.
- Expert command of Word-style structure: style-linked numbering, multilevel lists, sections, headers and footers, tables of contents and authorities, cross-references, and tracked changes. You know why a document that looks right can still be broken.
- Strong typographic and information-design judgment, and the ability to explain why something is wrong, not just that it is.
- Sound judgment across professional domains, including familiarity with legal and financial document conventions.
- Experience in a large law firm, legal operations, or legal technology.
- Experience with document automation, template systems, or design systems.
- Familiarity with programmatic document generation (OOXML, PDF) and enough technical fluency to review output at the file level.
- Prior work evaluating or improving AI-generated content
Work in a Way That Works for YouWe promote a healthy work/life balance across the organization. We offer an appealing working prospect for our people. With numerous wellbeing initiatives, shared parental leave, study assistance and sabbaticals, we will help you meet your immediate responsibilities and your long-term goals.
Working PatternWorking flexible hours - flexing the times when you work in the day to help you fit everything in and work when you are the most productive.
About the BusinessLexisNexis Legal & Professional® provides legal, regulatory, and business information and analytics that help customers increase their productivity, improve decision-making, achieve better outcomes, and advance the rule of law around the world. As a digital pioneer, the company was the first to bring legal and business information online with its Lexis® and Nexis® services.
U.S. National Base Pay Range: $95,300 - $158,800. Geographic differentials may apply in some locations to better reflect local market rates.This job is eligible for an annual incentive bonus.
We know your well-being and happiness are key to a long and successful career. We are delighted to offer country specific benefits. Click here to access benefits specific to your location. 
