Principal, Document Standards & Quality
RELX is hiring a Principal, Document Standards & Quality in Raleigh, United States. It pays $95k-$159k a year and Level rates it ; you can apply on Level.
AI in this role
Define and establish document quality standards and testing frameworks to guide AI-generated professional documents.
Do you care deeply about the details that turn a document from merely readable into truly professional?
Would you like to define the standards that help AI-generated documents look, behave, and edit like the work of a domain professional?
About our Team
LexisNexis Legal & Professional, which serves customers in more than 150 countries with 11,800 employees worldwide, is part of RELX (http://www.relx.com), a global provider of information-based analytics and decision tools for professional and business customers. Our company has been a long-time leader in deploying AI and advanced technologies to the legal market to improve productivity and transform the overall business and practice of law, deploying ethical and powerful generative AI solutions with a flexible, multi-model approach that prioritizes using the best model from today’s top model creators for each individual legal use case. The company employs over 2,000 technologists, data scientists, and experts to develop, test, and validate solutions in line with RELX Responsible AI Principles (https://stories.relx.com/responsible-ai-principles/index.html).
About the Role
As 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 You
We 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 Pattern
Working 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 Business
LexisNexis 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.
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We are an equal opportunity employer: qualified applicants are considered for and treated during employment without regard to race, color, creed, religion, sex, national origin, citizenship status, disability status, protected veteran status, age, marital status, sexual orientation, gender identity, genetic information, or any other characteristic protected by law.
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How we rate this
Principal, Document Standards & Quality at RELX rates 65 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.
Works on AI. The daily work is on AI products, without building the model.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Questions you could be asked
- How do you check AI-generated content before it ships?
- How do you think about the risk of an AI system in this kind of role failing silently?
- Tell me about a project where document quality was part of your work. What did you do?
- Tell me about a project where typography was part of your work. What did you do?
- Tell me about a project where taxonomy was part of your work. What did you do?
Adapt your resume
- List these exact terms on your resume: AI Content, AI Safety, Document Quality, Typography, and Taxonomy. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.
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