Werkstudent MLOps-Plattform & Cloud-Native Infrastruktur (m/w/d)
Tasks
- Automate build and deployment steps
- Build ML and software components into platform system
- Build and maintain Docker images
- Create CI/CD pipelines
- Debug Kubernetes pods services logs events
- Deploy services with Helm
- Develop cloud native platform infrastructure
- Implement REST and GraphQL service interfaces
- Implement infrastructure-as-code
- Integrate Kafka event streaming for inference logging
- Maintain architecture and runbook documentation
- Manage Kubernetes clusters
- Manage container registry images
- Manage model registry with MLflow
- Operate MLOps pipelines with Kubeflow
- Prepare demos and reproducible materials
- Register deploy and version machine learning models
- Run unit integration and end to end tests
- Serve models with KServe
- Store artifacts with MinIO
Perks/Benefits
Skills/Tech-stack
CI/CD | CloudEvents | Docker | End to End | End-to-End Testing | Git | GraphQL | Helm | Integration Testing | KServe | Kafka | Kubectl | Kubeflow Pipelines | Kubeflow Training Operator | Kubernetes | Kubernetes manifests | Kustomize | Linux | MLflow | Message Queues | Minio | OpenShift | OpenStack | OpenTofu | Python | REST | Terraform | Unit Testing
Education
N/A
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
-
Agentic Systems | Amazon Bedrock | Amazon SageMaker | Amazon Web Services | Artificial IntelligenceCertification support | Equity or stock option participation | Flexible working arrangements | Fully remote-first | Global scale AI GenAI projectsSenior-level Full TimeGermany R21h 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
-
Duales Studium Bachelor of Science in Data Science und Künstlicher Intelligenz (m/w/d), ab 09/2027 EUR 16K-19KBig Data | Cloud Computing | Data Engineering | Generative AI | Machine LearningFreizeitausgleich | Homeoffice | Internal communities | Mobile work equipment | Professional developmentEntry-level Full TimeNürnberg Fürther Str. 28, 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 | Git | GraphQLFlexible working hours | Hybrid work | Mentoring and coaching | Remote work opportunityEntry-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