Product ML Engineer

Photoroom
Paris
Workplace: HybridFull timeFunction: Data Science & Machine LearningExperience: 2+ yearsSkills: ["Pragmatism","Product-mindedness","Ownership","Collaboration","Rapid iteration"]

Own the ML side of short, high-impact product projects embedded within SMB, Scaler, or Enterprise product teams. Frame problems, choose build-vs-buy (fine-tuning or integrating external models/APIs/libraries), and ship ML features into production with sound evaluations and monitoring. Bring applied-science depth while writing maintainable production code, staying close to users for rapid feedback, and iterating based on measurable business and user impact.

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FursaFursa
Photoroom
Photoroom
3 days ago

Product ML Engineer

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Source: Company careers pageValidated by: Fursa AI
Last checked: 16 hours agoStatus: Live

Job Summary

Own the ML side of short, high-impact product projects embedded within SMB, Scaler, or Enterprise product teams. Frame problems, choose build-vs-buy (fine-tuning or integrating external models/APIs/libraries), and ship ML features into production with sound evaluations and monitoring. Bring applied-science depth while writing maintainable production code, staying close to users for rapid feedback, and iterating based on measurable business and user impact.
Location: Paris
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Embed directly in a product team (SMB, Scaler, or Enterprise) on focused ML problems tied to customer and business outcomes.
  • •Own ML projects end to end: frame the problem, choose approach, execute, ship the feature, and monitor production performance.
  • •Make build-vs-buy decisions on fine-tuning vs integrating external models/APIs/libraries.
  • •Move from idea to production quickly with projects scoped in weeks and rapid iteration.
  • •Write production code and ensure quality with evaluations, performance monitoring, and investigation of failures in production.

Pay and Benefits

Perks:EquityHealth InsurancePaid LeaveHome Office

Key Requirements

  • •2+ years building and shipping ML-powered products, with strong experience in PyTorch (or equivalent like TensorFlow or JAX).
  • •Applied-science depth to fine-tune vision/diffusion models, design evaluations, and debug training runs.
  • •Ability to fine-tune or build models vs integrating external models/APIs/libraries based on fastest path to customer value.
  • •Product-minded approach measuring success through shipped features, user behavior, and business outcomes.
  • •Comfort moving between experimentation and production engineering by writing maintainable production code inside real codebases.
Experience:2+ years
Skills:PragmatismProduct-mindednessOwnershipCollaborationRapid iteration
Languages:EnglishFrench
Tech Stack:PyTorchTensorFlowJAXAPI

Company Brief

Photoroom
Provides AI-powered background removal and image editing tools for mobile and web, enabling creators and e-commerce sellers to produce professional product photos and marketing visuals quickly. Offers subscription Pro features and API integrations for businesses.
Industry: SaaS
Company Size: Medium (51 to 250 employees)
Growth: Growth Stage Startup
Funding: Series A
Headquarters: Paris, France
Founded: 2019
WebsiteLinkedIn