Senior Machine Learning Engineer, Perception - Autonomous Driving
Tasks
- Design end to end perception solutions
- Develop deep learning models for lane graph construction
- Develop deep learning models for road boundary detection
- Develop deep learning models for traffic element recognition
- Drive data driven development with data labeling teams
- Enable road network detection without HD maps
- Leverage data simulation and augmentation for extreme scenarios
- Optimize data collection prioritization
- Optimize labeling efficiency
- Optimize labeling prioritization
- Productize perception solutions for safety latency and software robustness
- Support diverse operational design domains
Perks/Benefits
Skills/Tech-stack
BEV | C++ | Computer Vision | Data Augmentation | Data Simulation | Data labeling | Deep learning | Embedded Systems | Lane detection | Machine Learning | Neural Networks | Object Detection | PyTorch | Python | Road Boundary Detection | Semantic Segmentation | Transformers
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
Related jobs
-
Senior Agentic AI Software Engineer USD 152K-241KAI Agents | Artificial Intelligence | Evaluation | Inference | Language ProcessingEquity | Hybrid workSenior-level Full TimeUS, CA, Santa Clara R5d ago
-
Senior Deep Learning Algorithm Engineer USD 184K-287KCPU architecture | Distributed Computing | GPU Architecture | Generative AI | JAXEquity | Health benefitsSenior-level Full TimeUS, CA, Santa Clara R5d ago
-
Senior Deep Learning Compiler Engineer - XLA USD 152K-241KC# | C++ | CUDA | Code generation | DebuggingSenior-level Full TimeUS, CA, Santa Clara R5d ago
-
C++ | CUDA | CuDF | DataFrame | Database accelerationSenior-level Full TimeUS, CA, Santa Clara R5d ago
-
C++ | CUDA | Docker | Infiniband | JAXSenior-level Full TimeUS, CA, Santa Clara R5d ago
-
Senior Software Engineer, AI Performance Analysis USD 184K-287KAI | C++ | Integration | Machine Learning | Performance AnalysisEmployee benefits | EquitySenior-level Full TimeUS, CA, Santa Clara R7d ago
-
Software Engineer, CUDA Deep Learning Systems USD 152K-258KC++ | CUDA | Computer Architecture | Deep learning | Distributed ComputingBenefits | EquityMid-level Full TimeUS, CA, Santa Clara R8d ago
-
C++ | CUDA | CUPTI | Continuous batching | KV cacheSenior-level Full TimeUS, CA, Santa Clara R13d ago
-
AWS | Azure | Bazel | C# | C++Equity | Hybrid workSenior-level Full TimeUS, CA, Santa Clara R13d ago
-
C# | C++ | Caching | Distributed Systems | GPU ArchitectureComprehensive benefits | EquitySenior-level Full TimeUS, CA, Santa Clara R14d ago
-
Senior Software Engineer – TensorRT Edge-LLM USD 152K-241KAttention | C++ | CUDA | Compiler optimization | FlashInferSenior-level Full TimeUS, CA, Santa Clara R14d ago
-
Senior Software Engineer, CUDA Deep Learning Systems USD 184K-356KC++ | CUDA | Computer Architecture | Deep Learning Compilers | Deep learningBenefits | EquitySenior-level Full TimeUS, CA, Santa Clara R14d ago
-
Senior Deep Learning Algorithm Engineer USD 152K-241KAutoscaling | C++ | Deep learning | Distributed Systems | Inference OptimizationSenior-level Full TimeUS, CA, Santa Clara R14d ago
-
Senior Storage Production Engineer - DGX Cloud USD 184K-333KAccess Control | Anomaly Detection | Ansible | Auditing | BashSenior-level Full TimeUS, CA, Santa Clara R14d ago
-
C++ | CPU architecture | CUDA | Deep learning | Fraud DetectionSenior-level Full TimeUS, CA, Santa Clara R14d ago
-
Bash | Bootstrap | CSI | CSS3 | Container StorageSenior-level Full TimeUS, CA, Santa Clara R15d ago
-
Senior Software Engineer, CUDA Deep Learning Systems USD 184K-356KC++ | CUDA | CUDA kernels | Computer Architecture | Deep learningBenefits | EquitySenior-level Full TimeUS, CA, Santa Clara R16d ago
-
Senior Deep Learning Frameworks CUDA Software Engineer USD 184K-356KC++ | CUDA | Distributed machine learning | HPC | JAXSenior-level Full TimeUS, CA, Santa Clara R16d ago
-
Senior Deep Learning Framework Communications Engineer USD 184K-287KC++ | CUDA | CuTe | Elasticity | Fault ToleranceBenefits | EquitySenior-level Full TimeUS, CA, Santa Clara R16d ago
-
Senior Cloud Software Engineer, DGXC Data Services USD 152K-241KAPI Design | Algorithms | Amazon Web Services | C++ | CheckpointsEquity | Health benefitsSenior-level Full TimeUS, CA, Santa Clara R17d ago
-
C# | C++ | CUDA | Communication Scaling | LinuxEquity | Health insurance | Paid time off | Retirement planSenior-level Full TimeUS, CA, Santa Clara R17d ago
-
Senior Software Engineer, AI Storage USD 184K-287KAlgorithms | Bash | C# | C++ | CUDABenefits | EquitySenior-level Full TimeUS, CA, Santa Clara R17d ago
-
Senior Platform AI Engineer USD 184K-287KAuthentication | Authorization | Backend Infrastructure | C# | C++Senior-level Full TimeUS, CA, Santa Clara R22d ago
-
Asynchronous programming | Context Management | Deep learning | Distributed Systems | GPUSenior-level Full TimeUS, CA, Santa Clara R23d ago