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ML Engineer

1 month ago
France
Full-time
Senior
Machine Learning Engineer
Software Development
Argo CD CI/CD Datadog dbt Docker FastAPI GCP GitHub Actions GitOps Kubeflow Kubernetes LLM MLOps Neo4j PostgreSQL Python Scikit-learn SQL Terraform
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Alma

Alma

Alma is a payment solution provider that offers flexible payment options for customers, including installment plans and deferred payments. With Alma, businesses can improve their turnover by 20% by providing a seamless payment experience. The company e...

Diversified Financial Services
251-1K
$312M raised
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Description

  • Own ML models across the full lifecycle, including data pipelines, feature engineering, training, evaluation, deployment, and monitoring.
  • Run and improve the ML platform, including GitOps CI/CD, release processes, and production serving reliability.
  • Monitor serving endpoints, latency, and load in Datadog and define SLOs and alerting for model reliability.
  • Collaborate with risk, operational, and product teams to identify and deliver ML opportunities across the business.
  • Work on both core risk models and new ML initiatives such as revenue forecasting and debt collection optimization.
  • Share expertise through code reviews and technical watch.
  • Contribute to the production systems that serve and monitor machine learning models.
  • Work closely with Data, SRE, and Quantitative Analysis teams.

Requirements

  • 5+ years of experience building and shipping ML models in production.
  • Strong Python and SQL skills.
  • Solid machine learning fundamentals, including evaluation, leakage, and overfitting/underfitting.
  • Experience with MLOps and infrastructure, including data pipelines, monitoring, system design, and live prediction or streaming.
  • Comfort reasoning about latency, scale, and reliability.
  • Clean, tested, and reviewable coding practices.
  • Professional English and working proficiency in French.
  • Familiarity with parts of the stack, such as scikit-learn, Vertex AI Pipelines/Kubeflow, dbt, BigQuery, PostgreSQL, Argo Workflows, Neo4j, FastAPI, Argo CD, Kubernetes, Terraform, or Datadog.
  • Preferred experience with GCP, Docker, or graph databases.
  • Preferred experience with LLMs as development tools or embedded product components.
  • Preferred background in credit scoring, BNPL, financial services, or fraud.

Benefits

  • Competitive salary based on 12 months.
  • Profit-sharing and an employee savings plan.
  • Health insurance fully covered by Alma, including family coverage.
  • Disability insurance fully covered by Alma.
  • Sports support through Gymlib and Classpass partnerships or a €30/month reimbursement for sports activities.
  • Maternity and paternity leave paid at 100%, with no seniority requirement, plus a return-to-work 4/5 schedule paid at 100% for 8 weeks.
  • Sustainable Mobility Package of €544.80/year, excluding full-remote contracts.
  • Meal vouchers of €10/day, with 50% covered by Alma.
  • Free access to the MindDay mental health platform.
  • 25 days of paid time off per year, plus additional leave for executive contracts.
  • Access to the Learning & Development Platform.
  • Up to 2 weeks of full remote work during the summer each year.

Interested in this position?

Apply directly on the company website

Apply Now

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