Senior AI Engineer (Closed-loop Simulation & RL)
Tasks
- Build log replay scenario based simulation pipeline
- Define driving quality metrics and model evaluation system
- Design closed loop evaluation framework
- Design reward function and evaluation metrics and failure analysis pipeline
- Develop counterfactual simulation synthetic scenario and real log model improvement loop
- Develop offline reinforcement learning reward modeling and policy distillation improvement loop
- Integrate closed loop learning and evaluation systems with VLM VLA Data and ML platform teams
Perks/Benefits
- N/A
Skills/Tech-stack
Closed Loop | Closed Loop Evaluation | Counterfactual Simulation | Data Generation | Decision Making | Distributed Training | Failure analysis | Imitation Learning | Log replay | Machine Learning | Model Evaluation | Offline Reinforcement Learning | Policy Distillation | PyTorch | Python | Reinforcement Learning | Reward Modeling | Scenario generation | Scenario testing | Sequential decision making | Simulation | Synthetic Data Generation | Synthetic data | Trajectory Planning
Education
N/A
Roles
Related jobs
-
Autonomous Driving | Autoregressive Model | Closed Loop | Closed Loop Evaluation | Computer VisionSenior-level Full TimePangyo (Software Dream Center), South Korea10h ago
-
Senior ML Platform Engineer (Autonomous Driving) KRW 65000K-90000KApache Airflow | Apache Spark | Data Lakehouse | Data Processing | Data WarehouseSenior-level Full TimePangyo (Software Dream Center), South Korea2d ago
-
Senior-level Full TimeSeoul, South Korea4d ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Flexible remote work | Laid-back atmosphereMid-level Full TimeSeongnam, South Korea4d ago
-
Senior-level Full TimeSeongnam, Korea, Republic of5d ago
-
Senior-level Full TimeSeongnam, Korea, Republic of5d ago
-
AI/ML Engineer KRW 65000K-90000KAgile | Data Analysis | Data pipeline | Debugging | Exploratory Data AnalysisSenior-level Full TimeSeongnam, Korea, Republic of5d ago
-
Senior Data Engineer KRW 65000K-90000KAPI Gateway | AWS | AWS CDK | AWS CloudFormation | AWS LambdaContinuous improvement | Mentorship | Regulatory compliance support | Team leadershipSenior-level Full TimeSeongnam, Korea, Republic of5d ago
-
Senior-level Full TimeSeongnam, Korea, Republic of5d ago
-
AI Feedback | Agent Orchestration | Agent systems | Agentic AI | Autonomous ReasoningSenior-level Full TimeSeoul, South Korea6d ago
-
A/B | A/B Testing | B testing | Causal Inference | Data pipelineSenior-level Full TimeSeoul, South Korea6d ago
-
A I | A i Data Pipelines | A/B | A/B Testing | B testingSenior-level Full TimeSeoul, South Korea7d ago
-
API Integration | BigQuery | Data Architecture | Data Engineering | Data GovernanceSenior-level ContractSeoul, South Korea12d ago
-
API Development | AWS | Data Cleansing | Data Modeling | Data NormalizationSenior-level Full TimePangyo (Software Dream Center), South Korea12d ago
-
Bash | Data Ingestion | Data Processing | Docker | GCPAsynchronous culture | Career growth opportunities | Friendly work environment | Impactful work on consumer products | Remote-friendly cultureMid-level Full TimeIncheon, South Korea12d ago
-
Data Analysis | Deep learning | Experimentation | Feature Engineering | Language ModelsSenior-level Full TimeSeoul, South Korea12d ago
-
Mid-level Full TimeSeoul, South Korea12d ago
-
Entry-level Full TimeSeoul, South Korea12d ago
-
Senior AI/ML Developer (Full-Stack) USD 86K-138KAPI Development | Amazon Web Services | Apache NiFi | CI/CD | Cloud ComputingSenior-level Full TimePyeongtaek, AP, United States13d ago
-
Agent Orchestration | CI/CD | Docker | Evaluation | Fine TuningDental insurance | Disability insurance | Family planning support | Health insurance | Life insuranceSenior-level Full TimeSeoul13d ago
-
Forward Deployed Engineer - AI Engineer KRW 46542K-50000KAgent Orchestration | CI/CD | Docker | Fine Tuning | KubernetesDental insurance | Disability insurance | Family planning support | Health insurance | Life insuranceMid-level Full TimeSeoul13d ago
-
AWS | Apache Airflow | Apache Beam | Apache Spark | AzureMid-level Full TimeSeoul, Korea14d ago
-
Senior-level Full TimePangyo (Software Dream Center), South Korea18d ago
-
Audio CODEC | C++ | Deep learning | Diffusion Models | Flow matchingSenior-level Full TimePangyo (Software Dream Center), South Korea18d ago
-
CI/CD | Capacity Planning | Deep learning | GPU Compute | GPU schedulingSenior-level Full TimeSeoul18d ago