Machine Learning & MLOps Engineer (Freelance mogelijk)
Tasks
- Build and maintain ML pipelines
- Collaborate with developers data engineers architects and stakeholders
- Define model validation criteria
- Document implementations and operational considerations
- Ensure reliability scalability and cost control for ML systems
- Implement CI CD release process for ML components
- Implement drift detection and retraining feedback mechanisms
- Implement logging metrics with OpenTelemetry
- Implement versioning for code configuration models and datasets
- Integrate ML components into applications and backend services
- Monitor model performance stability latency and drift
- Operationalize models into production pipelines
- Orchestrate ML workflows
- Prepare data and features for machine learning
- Set up experiment tracking and model registry
- Train, validate, and tune machine learning models
Perks/Benefits
- Additional training and certification support
- Company car or alternative allowance
- Freelance possible
- Hybrid work
- Professional development budget
Skills/Tech-stack
.NET | API Integration | Azure | Azure DevOps | Backend Services | Blazor | C# | CI/CD | Containerization | Data Drift | Data Drift Detection | DataPreparation | Docker | Drift Detection | Dynatrace | Experiment tracking | Feature Engineering | Langgraph | Logging | ML pipelines | MLOps | Machine Learning | Metrics | Model Drift | Model Drift Detection | Model Registry | Model Training | Model Validation | Monitoring | Ollama | OpenTelemetry | PyTorch | Python | SQL | Scikit-learn | Version control | Workflow Orchestration
Education
N/A
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