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Lead Product Manager, Data Sources

Truv· Product
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Remote$180k - $270kfull-timePosted 4mo ago

About the role

Lead Product Manager to own and scale Truv's Data Sources platform, covering document ingestion, fraud detection, bank connectivity, and data reliability across Truv products.

Responsibilities

  • Document parsing - Drive the roadmap for parsing income and document types. Improve accuracy, reduce manual review, and shorten time-to-report. Partner with Data Science on extraction models and with Ops on the human-in-the-loop pipeline.
  • Scaling document types - Expand the catalog of supported document types beyond the current set. Identify the highest-impact additions (by use case, client demand, and revenue impact), prioritize the rollout, and own the end-to-end product surface from upload to verified output.
  • Fraud detection - Define and ship the fraud signal layer across data sources — document tampering detection, deposit-pattern anomalies, identity mismatches, and synthetic income flags. Balance precision and recall against client-specific risk tolerances, and build the configuration surface for clients to tune.
  • Optimizing and scaling bank aggregation - Lead Truv's bank aggregation product, connection success rates, refresh cadence, transaction enrichment, and coverage. Reduce drop-off, improve match rates, and expand FI coverage where it matters most for mortgage and tenant use cases.
  • SLAs and reliability - Set, instrument, and defend SLAs across every data source: time-to-first-data, time-to-completed-report, refresh success rate, document parse accuracy, and bank connection uptime. Drive dashboards, alerts, and review cadence that make these visible — and the engineering work that makes them improve

Qualifications

  • 7+ years in product management, with significant time in data, ML/AI, fintech, or verification / identity platforms.
  • Demonstrated experience owning a data-intensive product — document understanding, OCR, financial data aggregation, fraud, or similar — at meaningful scale.
  • Strong technical fluency. You can reason about extraction models, API tradeoffs, and pipeline architecture without needing to be hand-held by engineering.
  • Track record of driving SLA / reliability outcomes — not just shipping features, but moving the numbers that matter.
  • Experience working with regulated industries (mortgage, lending) is a strong plus. GSE / FCRA / FNMA / FHLMC familiarity especially.
  • Strong written communication. You write the 1-pagers and specs that align the team.
  • Customer obsession. You spend real time with users and let what you learn shape the roadmap.
  • Worked on a verification or KYC/KYB product used by lenders.
  • Comfortable shipping in a startup environment where ambiguity is high and the bar moves up.

Skills

Required:Product managementData-intensive product managementTechnical fluency in data pipelines
Last updated Oct 21, 2026. Interested? Apply on the company site.

About Truv

Unlock the power of open finance.

Truv makes it easy to verify income, employment, assets, insurance, and switch direct deposits.

verify incomeemploymentassetsinsuranceswitch direct depositsfinancial platform
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