# ML Engineer Source: https://realanalystjobs.com/job/ml-engineer-capgemini-5a2faca4 ML Engineer at Capgemini, an on-site role based in Belgium. Experience level: 4 Years. First seen on RealAnalystJobs on 15 November 2026, read from Capgemini's own careers page (Capgemini), which RealAnalystJobs re-checks daily and removes the role when it closes. Updated 15 November 2026. ## Key facts - Company: [Capgemini](https://realanalystjobs.com/companies/capgemini) - Location: Belgium - Work mode: On-site - First seen: Nov 15, 2026 - Employment type: Full time - Experience level: 4 Years - Source: Capgemini's careers page (Capgemini), re-checked daily Skills: [SQL](https://realanalystjobs.com/skills/sql), [Python](https://realanalystjobs.com/skills/python), Spark ## Visa sponsorship The posting does not say. Capgemini had H-1B petitions approved for 2,110 workers in fiscal year 2026 (USCIS). That is history, not a promise for this role. [See the record](https://realanalystjobs.com/companies/capgemini#h1b-record) ## About this role Job Description Machine Learning Engineer - Senior Mission Context Machine Learning Engineers promote best practices in industrial code development across the ML & AI community. They develop production-ready ML pipelines and integrate existing ML solutions into industrial environments. They contribute to AI service development, deployment, monitoring, data quality checks, data flow design, model design, and production integration. They also facilitate communication between AI & Analytics teams and IT Production to ensure properly deployed and monitored ML models. Function Description Work with Data Scientists to define and develop target solutions while considering production constraints. Select appropriate infrastructure and serving models based on business requirements and processing needs. Automate ML pipeline components for production deployment. Build Docker or VM images and prepare unit, regression, and integration tests. Support Data Scientists in using industrial AI service and CI/CD solutions. Support IT Production with environment parameterization. Ensure models run without errors, are retrained when required, and are monitored from both IT and business perspectives. Language Requirements Dutch: Plus French: Plus English: Mandatory Telework 50% onsite and 50% homeworking Job Description - Grade Specific Required Experience At least 4 years of relevant experience Technical Experience (Mandatory) Containerization and virtualization AI platforms and IDEs CI/CD (GitLab CI) Code, model and data versioning Advanced Python Package and dependency management PostgreSQL Technical Experience (Preferred) Integration technologies including distributed and mainframe environments Model compression techniques ELT/ETL tools Big Data tools such as Spark Data flow processing Data visualization tools Business Experience (Mandatory) Knowledge of Agile methodology Soft Skills Strong written and verbal communication Results driven Attention to detail Creativity and problem solving Continuous learning mindset Efficiency and effectiveness awareness Out-of-the-box thinking Ownership and accountability Open to change, feedback and collaboration Description from Capgemini's public careers feed, reproduced so you can read the role here. Apply on the company's own site; Real Analyst Jobs never submits anything for you. ## How to apply Open [this role on Real Analyst Jobs](https://realanalystjobs.com/job/ml-engineer-capgemini-5a2faca4) and use Apply now there to reach the employer's application. The listing is re-checked against Capgemini's careers page daily and removed when it closes. ## Capgemini 222 open analyst roles on Real Analyst Jobs. [More roles at Capgemini](https://realanalystjobs.com/companies/capgemini) ## More like this ### Other open roles at Capgemini - [MES Technical Business Analyst](https://realanalystjobs.com/job/mes-technical-business-analyst-capgemini-fa1a653a), New York New York, USA (On-site) - [Functional Analyst](https://realanalystjobs.com/job/functional-analyst-capgemini-00cc8f42), Spain (On-site) - [Business Analyst Senior Secteur Public](https://realanalystjobs.com/job/business-analyst-senior-secteur-public-capgemini-c49e0244), France (On-site) - [Looker and Tableau Developer](https://realanalystjobs.com/job/looker-and-tableau-developer-capgemini-089bbe73), Bucharest, Romania - [ABL - Business Analyst](https://realanalystjobs.com/job/abl-business-analyst-capgemini-e19f6f16), Aguascalientes, Mexico - [Analyst job market report](https://realanalystjobs.com/analyst-job-market) - [What analyst roles pay](https://realanalystjobs.com/blog/data-analyst-salaries) ## Sources and links - [This role on Real Analyst Jobs](https://realanalystjobs.com/job/ml-engineer-capgemini-5a2faca4) - [Capgemini on Real Analyst Jobs](https://realanalystjobs.com/companies/capgemini) - [All analyst jobs](https://realanalystjobs.com/jobs)