Senior Product Manager - ICA
Quick Summary
accuracy, false-positive rates, reviewer effort, evidence requirements and operational performance. What you'll do Own the roadmap and priorities across data engineering, data science, backend, searc
About the Role
~1 min readOwn the roadmap and priorities across data engineering, data science, backend, search and frontend teams
Lead discovery with clients and internal stakeholders using prototypes, demos and working software
Turn business needs into requirements, user stories, business rules and measurable acceptance criteria
Define requirements for document processing, alerts, scoring, evidence presentation, search, review workflows and source traceability
Work with data scientists on evaluation datasets, model metrics, confidence thresholds, and acceptable false-positive and false-negative rates
Work with data engineers on ingestion, normalization, metadata, lineage, processing completeness and data quality
Diagnose whether an issue comes from the UI, data, model, pipeline, search, thresholds or business rules
Favor reusable platform capabilities over one-off client customizations
Coordinate release readiness, client demos and structured feedback
Measure accuracy, completeness, reviewer effort, latency, reliability, adoption and cost
Communicate priorities, tradeoffs and limitations clearly to clients and internal teams
Senior PM experience delivering AI/ML, data-intensive, search or workflow products
Experience prioritizing work across data, ML, backend and frontend teams
A track record of discovery driven by prototypes or demos
Skill turning business needs into detailed, technical, testable requirements
Experience defining acceptance criteria for probabilistic features such as model outputs, alerts, recommendations or rankings
A solid grasp of data pipelines, APIs, data quality, system dependencies and model behavior
Close working experience with data scientists, data engineers, software engineers and UX
Strong stakeholder management, facilitation, writing and decision-making
Requirements
~1 min readAuthorized to work in the US, with 3+ consecutive years living in the US
Able and willing to obtain a Public Trust clearance
Nice to Have
~1 min readDocument intelligence, OCR, semantic or vector search, generative AI, or human-in-the-loop workflows
Products built on AWS (e.g. S3, DynamoDB, OpenSearch, Step Functions, SQS, EventBridge, Bedrock, SageMaker, Textract)
Regulated, healthcare, medical-device or other high-stakes products
Model governance, explainability, evidence traceability and reviewer workflows
Supporting multiple clients while keeping one coherent, reusable roadmap
Location & Eligibility
Listing Details
- Posted
- October 6, 2026
- First seen
- October 6, 2026
- Last seen
- October 9, 2026
Posting Health
- Days active
- 2
- Repost count
- 0
- Trust Level
- 66%
- Scored at
- October 9, 2026
Signal breakdown
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