MADIFF

MLOps Engineer - Credit Risk and Fraud Platform (Banking)

MADIFF zdalnie, PL
Full-time Posted 6 months ago

Responsibilities

  • check_circle Build and maintain CI/CD pipelines for machine learning models
  • check_circle Operationalise model lifecycle processes including versioning, promotion, and rollback
  • check_circle Deploy and operate LangChain and LangGraph based services in production
  • check_circle Implement monitoring for model performance, drift detection, and runtime failures
  • check_circle Ensure traceability, auditability, and compliance readiness in regulated environments
  • check_circle Collaborate with data scientists and ML engineers to support smooth model releases
  • check_circle Optimise reliability, scalability, and security of ML and GenAI workloads

Basic qualifications

  • Strong hands on experience in MLOps or ML platform engineering
  • Solid Python skills for automation and tooling
  • Experience with Docker and Kubernetes in production environments
  • Practical experience with MLflow or similar model lifecycle management tools
  • Hands on experience with CI/CD pipelines
  • Experience working with Azure or AWS cloud platforms
  • Understanding of monitoring and observability for ML systems
  • Ability to operate in regulated or compliance heavy environments
  • Fluent English for professional collaboration

Preferred qualifications

  • Experience deploying LangChain or LangGraph based services
  • Exposure to banking, fintech, or fraud detection systems
  • Experience with model governance and regulatory documentation
  • Familiarity with high availability and low latency systems

Benefits

  • check_circle Solid, competitive salary
  • check_circle Work in a multinational environment on international projects
  • check_circle Comprehensive healthcare
  • check_circle Long-term B2B contract with a stable project pipeline
  • check_circle Remote work model

Tags & Focus Areas

Fulltime Remote Machine Learning Mlops Ai