ML Engineer

Alma

ML Engineer responsible for managing ML product lifecycles and improving the ML platform. Collaborate with teams to turn ML into business value at Alma in France.

Posted 7/8/2026full-timeRemote • 🇫🇷 FranceMid-LevelSeniorWebsite

Tech Stack

Tools & technologies

DockerGoogle Cloud PlatformPythonSQL

About the role

Key responsibilities & impact

Own ML models across their full lifecycle - from data pipelines and feature engineering to training, evaluation, deployment and monitoring; choosing the right metrics and guarding against leakage, overfitting and drift.
Run and improve our ML platform - own the team's GitOps CI/CD and release process, monitor serving endpoints, latency and load in Datadog, and define the SLOs and alerting that keep models reliable in production.
Turn ML into business value across the org - collaborate with risk, operational and product teams to spot and ship ML opportunities, from credit scoring to AI for operational intelligence, sharing your expertise through code reviews and tech watch.

Requirements

What you’ll need

You have 5+ years building and shipping ML in production: strong Python and SQL, solid ML fundamentals (evaluation, leakage, over/under-fitting), and clean, tested, reviewable code. We expect you to be familiar with some elements of our stack.
You're hybrid - hands-on with MLOps and infrastructure (data pipelines, monitoring, system design, live prediction / streaming) and at ease reasoning about latency, scale and reliability.
You're autonomous, analytical and business-driven, with professional English and working proficiency in French (the team's day-to-day language).
Have experience with GCP, Docker, or graph databases.
You have experience with LLMs, both as development tools and as components embedded in product systems.
Have a background in credit scoring, BNPL ("Buy Now Pay Later"), or financial services and fraud.

Benefits

Comp & perks

Competitive salary based on 12 months
Profit-sharing and employee savings plan
Health insurance: 100% covered by Alma including family package
Disability insurance: 100% covered by Alma
Sport: partnerships with Gymlib and Classpass, or €30/month reimbursement for your sports activities
Maternity/paternity leave: salary maintained at 100% during leave with no seniority requirement. Return to work at 4/5 schedule paid at 100% for 8 weeks.
Sustainable Mobility Package (FMD): €544.80/year (excluding full-remote contracts)
Meal vouchers: €10/day, 50% covered by Alma
Mental health: free access to MindDay platform
Paid time off: 25 days/year (+ additional paid leave granted for employees on executive contracts)
Access to our Learning & Development Platform
2 weeks of full remote possible per year in summer

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Hard Skills & Tools

Machine Learning FundamentalsData PipelinesFeature EngineeringModel EvaluationClean Code PracticesMonitoring and AlertingLatency and Reliability AnalysisLLM DevelopmentGraph DatabasesSystem Design

Soft Skills

AutonomousAnalyticalBusiness-DrivenCollaborationCode Review