Product Manager, Unstructured Data Privacy
Datavant Ireland
Salary undisclosed
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Description
Datavant is the data collaboration platform trusted for healthcare. Guided by our mission to make the world’s health data secure, accessible and actionable, we provide critical data solutions for organizations across the healthcare ecosystem - including providers, health plans, researchers, and life sciences companies. From fulfilling a single patient’s request for their medical records to powering the AI revolution in healthcare, Datavanters are building the future of how data is connected and used to improve health.
By joining Datavant today, you’re stepping onto a driven and highly collaborative team that is passionate about creating transformative change in healthcare.
About the Role
Datavant is seeking a technically fluent, execution-oriented Product Manager to own our unstructured data de-identification capabilities within the Privacy Product Area. This role sits on the Privacy Product team. This product detects, redacts, or obfuscates PHI/PII in free text with an opportunity to expand to scanned documents, images. The demand in the market continues to grow for AI-ready unstructured data for downstream analytics use, and this product ensures we do that compliantly.
Unstructured data de-identification means taking messy source content from things like clinical notes, scanned charts, survey responses, free text, and producing de-identified, HIPAA-compliant, analytics-ready output that preserves as much clinical utility as possible. The workflow spans identifier detection (NLP/ML-based), redaction or obfuscation decisioning, sampling-based validation against recall and specificity targets, human-in-the-loop review by Privacy Analysts and Data Scientists, and increasingly, precision/utility scoring on top of the de-identified output for AI and analytics consumers.
You will own product strategy for the core de-identification engine while also expanding revenue-critical commitments: on-prem (cloud) deployment for enterprise clients, client-facing utility metrics, and more. You will partner closely with Engineering, Product privacy R&D and our solutions and go-to-market team.
Success in this role will be measured by improved recall and precision of identifier detection at scale, reduced manual review burden for Privacy Analysts and Data Scientists, progress toward supportable on-prem (cloud) delivery, and scaling of the AI-ready utility layer.
What You'll Do
- Own product strategy and roadmap for unstructured data de-identification, from crawl/walk/run staging to production scale.
- Set and defend product goals: growth, customer adoption, recall, precision, time savings for data science team
- Direct the detection/redaction pipeline with Engineering and Data Science: NLP/ML identifier detection, redaction vs. obfuscation parameters
- Own the AI-ready utility layer roadmap
- Lead on-prem (cloud) strategy: define what crosses the customer boundary, partner with Engineering on architecture, work with Legal on contractual backstops
- Engage with our clients: translate client asks into roadmap-consistent requirements and validate against product strategy
- Act as Agile Product Owner: backlog, requirements, cross-team dependencies, taking ownership on unresolved calls
What You’ll bring
- 5+ years of product management or technical product ownership experience, preferably with data privacy, healthcare data, ML/NLP-driven products, or regulated enterprise software
- Experience owning a complex, technically ambiguous product from strategy through delivery, with a track record of managing competing near-term commercial commitments against a longer-term platform build
- Working understanding of healthcare data privacy concepts: HIPAA Privacy Rule, Expert Determination
- Enough technical fluency to work directly with engineers and data scientists on NLP/ML-based identifier detection, model evaluation. You are not expected to build the models, but you need to be able to push back on the people who d
- Enough technical fluency to support engineering in scoping on-premise (cloud) client-deployments
- Demonstrated ability to make and defend build-vs-partner decisions
- Strong written and verbal communication skills; able to communicate to any audience from engineering counterparts to sales leadership
- Highly organized and comfortable operating with ambiguity across simultaneous priorities
- Experience delivering enterprise-grade software within Agile product-development teams
- Passion for improving healthcare and for the specific challenge of making sensitive healthcare data safely usable at scale
Join Our Team at Datavant Ireland – A Galway-Based R&D Technology Center
Datavant Ireland is an innovative R&D technology center based in Galway, dedicated to solving complex technology challenges with a purpose. We are looking for talented technical professionals who are product-minded and eager to make an impact. If you are passionate about developing cutting-edge solutions and want to be part of a growing team, we invite you to explore the exciting career opportunities at Datavant.
Careers at Datavant offer the opportunity to apply your technology and problem-solving skills toward a vision that every healthcare decision is powered by the right data, at the right time, in the right format. We’re looking for problem-solvers, game-changers, innovators, dreamers, doers—people who are ready to move the needle and build on our success.
We provide team members with a robust total compensation package that includes:
- Competitive, equitable salary.
- Comprehensive benefits.
- Pension contribution.
- Flexible, Hybrid work environment.
We are committed to building a diverse team of Datavanters who are all responsible for stewarding a high-performance culture in which all Datavanters belong and thrive.
We are proud to be an Equal Employment Opportunity employer. Datavant is committed to working with and providing reasonable accommodations to individuals with physical and mental disabilities. If you need an accommodation while seeking employment, please request it here, by selecting the ‘Interview Accommodation Request’ category. You will need your requisition ID when submitting your request, you can find instructions for locating it here. Requests for reasonable accommodations will be reviewed on a case-by-case basis.
For more information about how we collect and use your data, please review our Privacy Policy.
About this role
Datavant's Privacy Product team in Galway is looking for a Product Manager to lead the unstructured data de-identification product—a core capability that transforms messy clinical notes, scanned charts, and free text into HIPAA-compliant, analytics-ready output. You'll own the product strategy and roadmap for the de-identification engine, which uses NLP and machine learning to detect and redact or obfuscate protected health information while preserving clinical utility. This is a technically demanding role that requires you to work directly with engineers and data scientists to improve identifier detection accuracy, reduce manual review burden, and expand into on-premises deployment for enterprise clients.
Success means driving measurable improvements in recall and precision at scale, enabling the AI-ready utility layer, and translating complex client requirements into product decisions that balance near-term commercial commitments with longer-term platform development. You'll act as the Agile Product Owner across the full workflow—from identifier detection through validation and human-in-the-loop review—and partner closely with solutions and go-to-market teams to scale revenue-critical capabilities.
You'll need at least five years of product management or technical product ownership experience, ideally with exposure to data privacy, healthcare data, or ML-driven products in regulated environments. Strong technical fluency with NLP and machine learning is essential; you should be able to engage substantively with engineers on model evaluation and on-premises architecture decisions, even if you're not building the models yourself. A working knowledge of HIPAA and healthcare data privacy concepts, combined with demonstrated success shipping complex enterprise software in Agile teams, rounds out the profile. This role is in-office in Galway and suits someone energized by the specific challenge of making sensitive healthcare data safely usable at scale.
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