Master Thesis - Optimizing Sparse 3D Occupancy Prediction for Embedded Devices - REF5666W
Tasks
- Design training algorithms for 3D semantic occupancy
- Implement and evaluate runtime optimized 3D perception models
- Optimize transformer models for runtime
- Prune neural networks
- Quantize CNN models
- Sparsify neural networks
- Summarize research findings in paper or master thesis
Perks/Benefits
- Coworking space
- Flexible working hours
- GPU infrastructure
- Hybrid working
- Journal clubs
- Networking events
- Occasional work from home
- Professional mentoring
Skills/Tech-stack
3D Perception | 3D Semantic Occupancy | Computer Vision | Convolutional Neural Networks | Deep learning | Docker | Git | Machine Learning | Multihead Attention | Neural Networks | Object-Oriented | Object-oriented programming | Pruning | PyTorch | Python | Quantization | Runtime optimization | Sparsity | TensorFlow | Transformer
Education
Related jobs
-
AI Concepts | Access Controls | BCBS 239 | CCPA | Data ArchitectureSenior-level Full TimeFrankfurt am Main, Germany; Munich, Germany20h ago
-
Senior-level Full TimeBerlin, DE, 1055722h ago
-
3D Modeling | C++ | Gazebo | Isaac Sim | LinuxOn-site workEntry-level Full Time InternshipHildesheim, NDS, Germany22h ago
-
API Design | AWS | Agentic Systems | Cloud platform | Fine TuningSenior-level Full TimeMunich22h ago
-
Internship Lifelong Learning for Humanoid Robots EUR 16K-16KComputer Vision | Deep learning | Efficient Fine Tuning | Experience Replay | Fine TuningHybrid work model | Remote work optionEntry-level Full Time InternshipHildesheim, NDS, Germany R23h ago
-
Senior Software Engineer, Data Platform Insights EUR 72K-90KAirflow | Amazon Web Services | Apache Spark | CI/CD | DBTCareer growth opportunities | Hybrid work environment | Stock options | Wellness perksSenior-level Full TimeBerlin, Germany23h ago
-
APIs | Agentic AI | Deep learning | Fine Tuning | InferenceSenior-level Full TimeMunich1d ago
-
Agentic AI | Cloud infrastructure | Deep learning | Fine Tuning | GenAISenior-level Full TimeMunich1d ago
-
Azure DevOps | CI/CD | Functional testing | HIL | PytestSenior-level Full TimeOberkochen, Germany1d ago
-
Data Preprocessing | Data Visualization | Machine Learning | Python | Software developmentBarrier free access | Cafeteria | Child care | Coaching | Company doctorEntry-level Part TimeSindelfingen, DE1d ago
-
VP Data Scientist EUR 130K-172KAI Governance | AI architecture | Agentic Systems | Artificial Intelligence | Cloud ComputingExecutive-level Full TimeMünchen, DE1d ago
-
(Senior) Data Engineer (m/f/x) EUR 60K-75KAWS | AWS DMS | AWS Glue | AWS IAM | Amazon AthenaEducation budget | German language classes | Jobticket subsidy | Pension plan | Relocation supportSenior-level Full TimeBerlin, BE, Germany1d ago
-
(Senior) Data Engineer (m/f/x) EUR 60K-75KAWS | AWS DMS | AWS Glue | AWS IAM | Amazon AthenaCompany pension scheme | Discounted sports activities | Education budget | German language classes | International relocation supportSenior-level Full TimeMünchen, BY, Germany1d ago
-
AI Agents | Integration | JavaScript | Langchain | Language ModelsAI program allowance | Company-provided laptop | Continuous learning and career development | Dental insurance | Family focused programsSenior-level Full TimeGermany R1d ago
-
AMD GPU | AWS | Cloudflare | Deep learning | DockerConference budget | Equity participation | Family inclusive benefits | Flexible working hours | Health, dental, vision coverageMid-level Full TimeGermany1d ago
-
Robotics Software Integration Engineer (m/f/d) EUR 55K-70KAutomated Build | Automated build systems | Build systems | C++ | CANCorporate benefits discounts | Flexible working hours | Non remote work | Professional development support | Public transport subsidyMid-level Full TimeBerlin, Germany R1d ago
-
API Design | API Gateway | AWS Fargate | AWS Lambda | Airflow30 vacation days | Dog-friendly offices | Flexible working hours | Home office expense allowance | Hybrid work setupSenior-level Full TimeHamburg, Germany R1d ago
-
API Design | API Gateway | AWS Lambda | Airflow | Alerting30 vacation days | Fitness club membership subsidy | Flexible working hours | Home-office allowance | Hybrid work setupSenior-level Full TimeBerlin, Germany; Hamburg, Germany R1d ago
-
API Development | Cloud Storage | Cloud infrastructure | Containerization | Data FormatsAsynchronous collaboration | Career growth opportunities | Conference stipend | Hardware stipend | Professional learning stipendSenior-level Full TimeGermany R1d ago
-
.NET | API Design | Azure | Big Data | C SharpBike leasing | Development budget | Extra health insurance | Flexible work hours | Hybrid workMid-level Full TimeHüttlingen1d ago
-
AI Lead Engineer 100% (a) – Schweiz/ Deutschland EUR 47K-47KAI frameworks | AI infrastructure | Agentic AI | Aprimo | Artificial IntelligenceCompany events | Direct communication | Employee discounts | Flexible work arrangements | Free beveragesSenior-level Full TimeSteinhausen, Hamburg1d ago
-
Senior Data Engineer (w/m/d) EUR 68K-77KAWS | AWS Glue | Airbyte | Amazon Athena | Amazon EC2Conferences | Health benefits | Hybrid work | Jobrad | Public transit subsidySenior-level Full TimeBerlin, BE, Germany1d ago
-
Automation | Data Visualization | Log Analysis | Python | Regular ExpressionsCompany pension plan | Flexible working hours | On-site workEntry-level Part TimeStuttgart, BW, Germany2d ago
-
Senior-level Full TimeBerlin, Hybrid R2d ago
-
Azure | BigQuery | CI/CD | Databricks | GCPCompany events | Flexible working hours | Further Education Budget | Meal or health discounts | Mobile workingEntry-level Full TimeKöln, NW, DE, 511492d ago