Product ML Engineer
PhotoRoomAI Photo company
Paris, FranceMid
Balderton Capital
Y Combinator
Kima Ventures
FJ Labs
Aglaé Ventures
Adjacent
Data & AI
About the role
TL;DR
Own ML projects end-to-end with a focus on rapid customer value delivery.
- •PhotoRoom is seeking a Product ML Engineer to join one of their product experience teams.
- •This role focuses on owning ML aspects of short, high-impact projects with clear product outcomes, balancing technical depth with pragmatism to deliver customer value quickly.
- •Key Responsibilities Embed directly within a product team to work on focused ML problems tied to customer and business outcomes.
- •Own ML projects end-to-end, from framing the problem to shipping and monitoring performance in production.
- •Make build vs. buy decisions for ML models, integrating external solutions when most effective.
- •Iterate rapidly from idea to production, prioritizing customer impact and quick feedback loops.
- •Write production code and own quality in production through sound evaluations and performance monitoring.
- •Requirements 2+ years of hands-on experience building and shipping ML-powered products, with strong experience in PyTorch or equivalent frameworks.
- •Applied-science depth, including fine-tuning vision or diffusion models and designing evaluations.
- •Pragmatic builder mindset, focused on solving customer problems efficiently.
- •Comfortable working in production codebases and moving between experimentation and engineering.
- •Strong ownership and ability to drive ambiguous ML problems to production.
Required skills
PythonPyTorchTensorFlowJAXComputer VisionMLflowKubeflowSageMakerVertex AIONNX
Nice-to-have skills
Hugging Face
Domain expertise
ecommerce
Benefits & perks
Competitive salary + meaningful equity, Hybrid working from our Paris headquarters, Visa sponsorship and relocation support up to €10,000, MacBook Pro and full home office setup, 30 days annual leave, Private healthcare, Regular company off-sites and team retreats, International English-speaking team, Language lessons in English and French
Tech stack
PythonPyTorchTensorFlowJAXComputer Vision