Fully remote opportunity!
As a Machine Learning Platform Engineer, you will work with our client on building and enhancing a cutting-edge Analytical Platform using Azure Databricks. Your role will focus on designing scalable, secure, and cost-efficient infrastructure to support Data Science teams in developing, deploying, and monitoring machine learning models. You will be key in implementing best practices for MLOps, optimizing cloud resources, and ensuring smooth integration of ML solutions with business systems.
Your main responsibilities:
Design, build, and maintain a secure, scalable ML platform on Azure Databricks
Develop and manage CI/CD pipelines for ML workflows to enable continuous integration and deployment
Implement real-time monitoring, anomaly detection, and version control for ML models
Collaborate closely with Data Science teams to automate ML pipelines, enforce best practices, and support production deployments
Optimize cloud infrastructure for performance and cost-efficiency
Troubleshoot pipeline issues and manage incidents effectively
Integrate ML solutions with enterprise systems and BPMN workflows in partnership with corporate architects
Define and enforce standards and best practices for platform usage and security compliance
You're ideal for this role if you have:
At least 5 years of experience in MLOps or ML platform engineering
Strong expertise with Azure and Azure Databricks (configuration, deployment, maintenance)
Advanced programming skills in Python and SQL; R is a plus
Deep understanding of the machine learning lifecycle (training, deployment, monitoring, and retiring models)
Hands-on experience with containerization (Docker) and orchestration (Kubernetes)
Familiarity with MLFlow, Spark, REST APIs
Experience creating and maintaining CI/CD pipelines, preferably with Azure DevOps
Skills in Infrastructure as Code, especially Terraform
Excellent analytical, communication, and teamwork skills
Nice to have:
Experience with AI project implementations
Knowledge of cloud cost optimization techniques
Familiarity with monitoring tools such as Prometheus and Grafana
Understanding of security frameworks like ISO27001 and Identity & Access Management
Knowledge of enterprise architecture frameworks like TOGAF
Experience with additional ML lifecycle tools and frameworks
We offer you:
ITDS Business Consultants is involved in many various, innovative and professional IT projects for international companies in the financial industry in Europe. We offer an environment for professional, ambitious, and driven people. The offer includes:
Stable and long-term cooperation with very good conditions
Enhance your skills and develop your expertise in many different industries
Work on the most strategic projects available in the market
Define your career roadmap and develop yourself in the best and fastest possible way by delivering strategic projects for different clients of ITDS over several years
Participate in Social Events, training, and work in an international environment
Access to attractive Medical Package
Access to Multisport Program
Access to Pluralsight
Flexible hours & remote work
Net per month - B2B
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