Product Manager, AI Entities

EvenUp
San Francisco, Toronto
Workplace: HybridFull timeFunction: Product ManagementExperience: 5+ yearsSkills: ["Analytical mindset","Strategic decision-making","Cross-functional collaboration","Technical fluency","Metrics-driven decision-making"]

Own a technical roadmap for the AI Platform systems that convert messy case materials into accurate, structured “source of truth” entity data. Partner with ML and backend engineers to build extraction, evaluation, pipelines, tooling, and APIs that power EvenUp’s products. Define quality and performance metrics (precision/recall, entity accuracy, coverage, latency, throughput) and drive platform decisions across model performance, vendor selection, and scaling to ensure trustworthy outputs for law firms.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
EvenUp
EvenUp
3 days ago

Product Manager, AI Entities

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 50 minutes agoStatus: Live

Job Summary

Own a technical roadmap for the AI Platform systems that convert messy case materials into accurate, structured “source of truth” entity data. Partner with ML and backend engineers to build extraction, evaluation, pipelines, tooling, and APIs that power EvenUp’s products. Define quality and performance metrics (precision/recall, entity accuracy, coverage, latency, throughput) and drive platform decisions across model performance, vendor selection, and scaling to ensure trustworthy outputs for law firms.
Location: San Francisco, Toronto
Workplace: Hybrid
Employment Type: Full time
Job Function: Product Management
Seniority: Mid level

Key Responsibilities

  • •Own the roadmap for a key AI Platform area, potentially including RAG services, text and image extraction/analysis, and model evaluation/deployment tools.
  • •Partner with ML and backend engineers to build scalable, reliable, cost-effective systems that support product teams.
  • •Define success metrics for entity quality and pipeline performance and analyze performance and cost data to inform priorities.
  • •Collaborate with other product managers to understand end-user needs and build reusable platform capabilities that accelerate AI development.
  • •Drive decisions on model performance, annotation strategy, integration with continuous inference systems, and infrastructure scaling.

Pay and Benefits

Perks:Health InsuranceDentalVision401kRrspPaid LeavePaid ParentalHome OfficeDisability

Key Requirements

  • •5+ years of product management experience, including time at a high-growth startup (Series B–E).
  • •Experience building LLM/LMM-powered products or data infrastructure, with end-to-end understanding of AI extraction and structured-data systems.
  • •Technical fluency working closely with ML, backend, and/or data teams; able to discuss model performance, data pipelines, and system design.
  • •Comfort in a backend-heavy environment where internal teams and downstream product surfaces rely on data accuracy and reliability.
  • •Analytical mindset using quality and operational metrics (precision/recall, entity accuracy, coverage, latency, throughput) to drive decisions.
Experience:5+ yearsSaaSB2BAILLM-powered productsData infrastructure
Skills:Analytical mindsetStrategic decision-makingCross-functional collaborationTechnical fluencyMetrics-driven decision-making
Tech Stack:AIAI extractionLLMLMMRAGModel evaluationData pipelinesAPIsText extractionImage extractionStructured dataEntity extractionContinuous inference

Company Brief

EvenUp
Develops an AI-powered Claims Intelligence Platform for personal injury law firms that automates document generation, reviews medical records, and streamlines workflows to help firms settle cases faster and secure fairer client outcomes.
Industry: LegalTech
Company Size: Large (251 to 1,000 employees)
Growth: Scaleup
Valuation: Unicorn (USD 1B+)
Funding: Series E+
Headquarters: San Francisco, United States
Founded: 2019
Glassdoor
Glassdoor: 3.1
WebsiteLinkedInGlassdoor