MLOps Engineer – Credit Risk and Fraud Platform (Banking) at Madiff

Worldwide

<span id="spandesc"> <p> This is a remote position. </p> <span lang="EN-US"> <span> <span> We are looking for an MLOps Engineer to join a large scale decision intelligence platform supporting credit risk assessment and fraud prevention within an international banking environment. The platform combines advanced machine learning, high volume data processing, and GenAI orchestration layers embedded directly into live banking systems. This is a production critical role focused on operational excellence, reliability, and regulatory alignment. The system is already live and continuously evolving, with frequent model releases, new data integrations, and LangChain and LangGraph based reasoning components layered on top of core ML outputs. <b> Responsibilities </b> </span> </span> </span> <ul> <li> <span> <span lang="EN-US"> <span> <span> Build and maintain CI/CD pipelines for machine learning models </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Operationalise model lifecycle processes including versioning, promotion, and rollback </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Deploy and operate LangChain and LangGraph based services in production </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Implement monitoring for model performance, drift detection, and runtime failures </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Ensure traceability, auditability, and compliance readiness in regulated environments </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Collaborate with data scientists and ML engineers to support smooth model releases </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span lang="EN-US"> <span lang="EN-US"> <span> <span> Optimise reliability, scalability, and security of ML and GenAI workloads </span> </span> </span> </span> </li> </ul> </span> <span id="spanreq"> <h3> Requirements </h3> <ul> <li> <span> <span lang="EN-US"> <span> <span> Strong hands on experience in MLOps or ML platform engineering </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Solid Python skills for automation and tooling </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Experience with Docker and Kubernetes in production environments </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Practical experience with MLflow or similar model lifecycle management tools </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Hands on experience with CI/CD pipelines </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Experience working with Azure or AWS cloud platforms </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Understanding of monitoring and observability for ML systems </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Ability to operate in regulated or compliance heavy environments </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Fluent English for professional collaboration </span> </span> </span> <span> <span> </span> </span> </span> </li> </ul> <span> <span> <b> Nice to have </b> </span> <span> </span> </span> <ul> <li> <span> <span> <span> <span> Experience deploying LangChain or LangGraph based services </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span> <span> <span> Exposure to banking, fintech, or fraud detection systems </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span> <span> <span> Experience with model governance and regulatory documentation </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span> <span> Familiarity with high availability and low latency systems </span> </span> </span> </li> </ul> </span> <span id="spanben"> <h3> Benefits </h3> <ul> <li> <span> <span lang="EN-US"> <span> <span> Solid, competitive salary </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Work in a multinational environment on international projects </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Comprehensive healthcare </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Long-term B2B contract with a stable project pipeline </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span lang="EN-US"> <span> <span> Remote work model </span> </span> </span> </li> </ul> </span>