MLOps Engineer – Portfolio Optimisation and Customer Analytics 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 support an enterprise analytics and optimisation platform within an international banking environment. The platform underpins pricing, capital allocation, and customer lifetime value decisions across multiple markets and product lines. </span> </span> <b> <span> </span> </b> <span> <span> It operates at scale with regular model retraining cycles and governed analytics processes. Analytical outputs feed both traditional reporting layers and LangChain and LangGraph based GenAI workflows that generate automated insights and scenario analysis. This role focuses on operationalising analytical models and ensuring stable, repeatable production workflows. </span> <span> </span> </span> </span> <span> <span> <b> </b> </span> <span> <b> Responsibilities </b> </span> <span> </span> </span> <ul> <li> <span> <span lang="EN-US"> <span> <span> Design and operate training and deployment pipelines for analytical and optimisation models </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Automate model retraining, validation, and promotion processes </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Ensure reproducibility and consistency across development, testing, and production environments </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Support scalable analytical workloads across cloud platforms </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Enable structured exposure of model outputs to LangChain and LangGraph workflows </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Monitor performance, stability, and reliability of ML pipelines </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span lang="EN-US"> <span> <span> Collaborate closely with data scientists and analytics teams to streamline experimentation to production </span> </span> </span> </li> </ul> </span> <span id="spanreq"> <h3> Requirements </h3> <ul> <li> <span> <span lang="EN-US"> <span> <span> Strong 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> Hands on experience with Docker and Kubernetes </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> Experience with workflow orchestration tools such as Airflow </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 cloud data platforms </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span lang="EN-US"> <span> <span> Strong understanding of reproducibility and environment management </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span lang="EN-US"> <span> <span> Fluent English for professional collaboration <b> Nice to have </b> </span> </span> </span> </li> <li> <span> <span> <span> <span> Experience integrating ML outputs with LangChain or LangGraph workflows </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span> <span> <span> Exposure to banking, finance, or regulated environments </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span> <span> <span> Experience with optimisation models or large scale analytical platforms </span> </span> </span> <span> <span> </span> </span> </span> </li> <li> <span> <span> <span> Understanding of data governance and audit requirements </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>