Werkstudent MLOps-Plattform & Cloud-Native Infrastruktur (m/w/d)
Tasks
- Automate build and deployment steps
- Build ML platform components
- Build and maintain Docker images
- Build training and serving pipelines
- Configure networking storage and access
- Create unit, integration, and end-to-end tests
- Deploy components with Helm and Kustomize
- Develop infrastructure as code architecture
- Document architecture deployment and runbooks
- Implement service interfaces with REST and GraphQL
- Integrate Kafka compatible event streaming for inference logging
- Integrate software infrastructure and ML components
- Maintain CI/CD pipelines
- Manage Kubernetes cluster deployments
- Manage MLflow experiment tracking and model registry
- Manage container images in registry
- Operate Kubeflow Pipelines and Training Operator
- Prepare demo presentation and reproducible materials
- Register deploy and version ML models
- Serve models with KServe
- Store artifacts with MinIO S3 compatible storage
- Troubleshoot cluster issues with kubectl
Perks/Benefits
Skills/Tech-stack
CI/CD | CloudEvents | Docker | Git | GraphQL | Helm | Infrastructure as Code | Integration Testing | KServe | Kafka | Kubectl | Kubeflow | Kubeflow Pipelines | Kubernetes | Kustomize | Linux | MLflow | Message Queues | Minio | OpenAPI | OpenStack | OpenTofu | Python | REST | Smoke Testing | Terraform | Unit Testing | “as-code”
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
DevOps | DevOps Engineer | Engineer | ML Engineer | MLOps Engineer
Related jobs
-
AWS | Azure | Bash | CI/CD | Data pipelineContinuous learning | Fully remote work | Healthcare coverage | Inclusive culture | International collaboration opportunitiesSenior-level Full TimeGermany R7h ago
-
AWS | Data Modeling | Database systems | Demand forecasting | ETL30 days vacation | Capital-forming benefits | Employee discounts | Employee gym | Employee restaurantSenior-level Full TimeMunich, BY, Germany21h ago
-
Software Engineer III, AI/ML, Chrome Autofill EUR 106K-109KAgentic Workflows | Algorithms | Cloud Computing | Data Processing | Data StructuresSenior-level Full TimeMunich, Germany1d ago
-
Senior ML Engineer (Token Factory) GBP 75K-130KAttention | CI/CD | CUDA | Cutlass | FP8Career growth and learning opportunities | Collaborative and innovative culture | Flexibility | International environment | Opportunity to work on impactful AI projectsSenior-level Full TimeAmsterdam, Netherlands; Berlin, Germany; Israel; London, … R1d ago
-
Senior ML Engineer (Token Factory) GBP 80K-130KCI/CD | Distributed Training | Inference Optimization | JAX | JAX Speculative DecodingCareer growth and learning opportunities | Collaborative culture | Flexibility | International environment | OwnershipSenior-level Full TimeGermany; Israel; Netherlands; Prague, Czech Republic; … R1d ago
-
3GPP | 5G | 5G NTN | Anomaly Detection | Capacity PlanningCross discipline teams | Onsite work | Travel opportunitiesSenior-level Full TimeBetzdorf, LU1d ago
-
Camera Calibration | Cloud infrastructure | Data Augmentation | Domain Adaptation | Event recognitionCoworking space option | Flexible working hours | Fully remote | Home office equipment allowance | No business travelSenior-level Full TimeGermany R1d ago
-
Technical Lead Analysis and Data Analytics (m/f/d) USD 113K-188KAnalytics toolbox | Benchmarking | Cause analysis | Corrective actions | Data Integrity12 paid holidays | 401k matching | Adoption Assistance | Dental insurance | Disability benefitsSenior-level Full TimeSalzbergen, Germany1d ago
-
AI Solutions Engineer (d/f/m) EUR 56K-72KAWS | Agentic AI | Agile | Artificial Intelligence | C++30 days annual leave | Bike leasing | Cafeteria | Canteen | Company pension schemeSenior-level Full TimeTaufkirchen / Ottobrunn, Germany1d ago
-
Data Engineering Consultant (w/m/x) - Germany EUR 43K-71KAzure | Data Factory | Data Lake | Databricks | DevOpsCareer Adviser | Paid certifications | Remote or onsite work | Training hoursMid-level Full TimeKronberg, Campus Kronberg 1, Germany1d ago
-
Data Engineering Consultant (w/m/x) - Germany EUR 43K-71KAzure | Azure Data | Azure Data Factory | Azure Data Lake | Data FactoryCareer Adviser | Career growth opportunities | Onsite work opportunities | Paid certifications | Remote work optionsMid-level Full TimeStuttgart, Ruppmannstrasse 27, Germany1d ago
-
Data Engineer USD 77K-176KAWS EMR | ArcGIS | Databricks | Hadoop | HiveDependent care | Paid leave | Professional development | Tuition assistance | Work-life programsMid-level Full TimeDEU, Ramstein-Miesenbach (Flugplatz Ramstein), Germany1d ago
-
Data Engineer USD 77K-176KAWS EMR | Agile | Amazon Web Services | Databricks | ELTDependent care | Disability insurance | Health insurance | Life insurance | Paid leaveMid-level Full TimeDEU, Stuttgart (Kurmarker Strasse), Germany1d ago
-
Data Engineering Consultant (w/m/x) - Germany EUR 43K-71KAzure | Azure Data | Azure Data Factory | Azure Data Lake | Data FactoryCareer advising | Paid certifications | Remote and onsite work options | Training hoursEntry-level Full TimeBerlin, Bergmannstrasse 72, Germany1d ago
-
Data Engineering Consultant (w/m/x) - Germany EUR 43K-71KAzure | Azure Data | Azure Data Factory | Azure Data Lake | Data FactoryCareer advising | Paid certifications | Professional development support | Remote or onsite work options | Training hours per yearEntry-level Full TimeMunich, Balan Campus Building 17, Germany1d ago
-
Data Platform Engineer (m/w/d) EUR 58K-70KAKS | Apache Airflow | Azure Data | Azure Data Lake | Azure DevOpsAdditional vacation days | Agile environment | Company pension | Employee discounts | Flexible working hoursEntry-level Full TimeEssen, DE1d ago
-
Duales Studium Data Science und Scientific Computing (B.Sc.) deutschlandweit (m/w/d) 2027 EUR 13K-17KData Analysis | Data Visualization | Machine Learning | Python | Software developmentMonthly mobile plan credit | Smartphone allowance | Young professionals communityEntry-level Full TimeMünchen, BY, DE, 809921d ago
-
CI/CD | CloudEvents | Docker | End to End | End-to-End TestingCareer development | Flexible working hours | Hybrid work | Mentoring | Remote work optionEntry-level Part TimeBerlin, DE1d ago
-
CloudEvents | Docker | Git | GraphQL | HelmFlexible working hours | Hybrid work | Mentoring | Remote work optionEntry-level Part TimeBerlin, DE1d ago
-
CI/CD | CloudEvents | Docker | End to End | End-to-End TestingFlexible working hours | Hybrid work | Mentoring | Part-time hours | Remote work optionEntry-level Part TimeBerlin, DE1d ago
-
AI Software Engineer – Python (m/f/x) EUR 54K-75KAPI Development | AWS | Agentic AI | Anthropic API | CI/CDCompany pension scheme | Discounted sports activities | Education budget | German language classes | International relocation supportSenior-level Full TimeBerlin, BE, Germany1d ago
-
AI Software Engineer – Python (m/f/x) EUR 54K-75KAWS | Anthropic | CI/CD | Docker | GoogleCompany pension scheme | Discounted sports activities | Education budget | German language classes | International relocation supportSenior-level Full TimeMünchen, BY, Germany1d ago
-
Principal Machine Learning Engineer EUR 100K-125KCausal Inference | Cloud Computing | Experimentation | Machine Learning | PersonalizationBonus scheme | Growth opportunitiesSenior-level Full TimeBerlin1d ago
-
3D Geometry | 3D Object Detection | BEV perception | C++ | Computer VisionSenior-level Full TimeFrankfurt am Main, Germany1d ago
-
C++ | CI/CD | CUDA | Computer Vision | Deep learningSenior-level Full TimeFrankfurt am Main, Germany1d ago