AV Simulation Domain Expert (Sr. Principal) - US (Remote) or Chicago, IL
United States Home Office, United States
R
USD 200K-300K (estimate) Senior-level Full Time
Tasks
- Author OpenSCENARIO and OpenDRIVE scenario definitions
- Bridge generative world models with classical simulation stacks
- Condition generative models on structured inputs
- Define measurable success criteria for synthetic scenario utility
- Define synthetic data quality standards for AV perception and planning
- Deliver POC outcomes with GO PIVOT NO GO recommendations
- Drive map grounded world foundation model direction
- Establish validation frameworks with objective metrics
- Evaluate foundation models for AV training data generation
- Lead proof of concept initiatives with technology partners
- Lead simulation and scenario generation workflows
- Measure sim to real domain gap and failure modes
- Own ML lifecycle from data curation to evaluation
- Specify sensor fidelity requirements and noise models
- Train fine tune and adapt generative video and world models
Perks/Benefits
Skills/Tech-stack
ASAM OpenX | CARLA | Computer Vision | Data Curation | Diffusion Models | Domain Adaptation | Generative Video | ISO 34502 | Latent-video models | Model Evaluation | NVIDIA DRIVE Sim | NVIDIA Drive | Noise modeling | OpenDRIVE | OpenSCENARIO | PyTorch | Python | Reinforcement Learning | Sensor Noise | Sensor noise modeling | Sim-to-Real | Transformers | Video models | World Models
Education
N/A
Related jobs
-
API Integration | APIs | Agent systems | Apache Spark | AutomationInternal talks | Learning platform | Remote days | Sports classes | Wellness benefitsEntry-level Full TimeBrooklyn, United States R7h ago
-
Agent systems | Enterprise Data | Fine Tuning | LLM Fine-tuning | Language ModelsRemote workSenior-level Full TimeAustin R1d ago
-
Principal Data Engineer (Python, AWS, Redshift, EMR, Airflow, Databricks, Big data) | Contract to Hire | Irvine, CA (Hybrid) | A USD 147K-170KAWS RDS | Airflow | Amazon EMR | Amazon Redshift | Amazon Web ServicesContract-to-hire | Hybrid work | Mentorship opportunitiesSenior-level Full TimeIrvine, CA R2d ago
-
Data Engineer USD 99K-146KAirflow | Amazon Redshift | Amazon Web Services | Apache Kafka | Atlassian JiraMid-level Full TimeDearborn, MI, United States R2d ago
-
Principal Machine Learning Engineer USD 172K-250KApache Arrow | Apache Spark | Bias Mitigation | DPO | Data-parallelSenior-level Full TimeUnited States R2d ago
-
Technical Lead, Machine Learning USD 172K-220KBias Evaluation | DPO | Data Pipelines | Evaluation | GPU OptimizationSenior-level Full TimeUnited States R2d ago
-
Staff Machine Learning Engineer USD 130K-200KBias Evaluation | DPO | Data Pipelines | GPU Optimization | Inference architectureSenior-level Full TimeUnited States R2d ago
-
Staff Machine Learning Engineer USD 165K-236KClass imbalance | Docker | Error Analysis | Feature Engineering | Feature Labeling401k | Bonus | Equity | Generous vacation time | Medical/Dental/Vision insuranceSenior-level Full TimeRemote USA R2d ago
-
Staff Data Engineer USD 135K-180KAI coding | AI coding tools | AWS EKS | Alerting | Amazon EC2401k match | Career development | Parental leaveSenior-level Full TimeTempe, Arizona R2d ago
-
Staff Machine Learning Engineer, Shopping Ads USD 230K-322KConversion modeling | Data Pipelines | Feature Engineering | Graph Neural Networks | Latency optimization401k employer match | Family planning support | Flexible vacation | Gender-affirming care | Global benefits programsSenior-level Full TimeRemote - United States R2d ago
-
Senior-level Full TimeDenver, CO - Hybrid; New York, … R2d ago
-
Staff+ Software Engineer, Safeguards Data USD 320K-485KAWS | Access Control | Cloud platform | Data Governance | Data LineageFlexible working hours | Generous vacation | Hybrid office policy | Optional equity donation matching | Parental leaveSenior-level Full TimeSan Francisco, CA | New York … R2d ago
-
Software Engineer, Applied AI USD 170K-300KAWS | Agents | Benchmarking | Datadog | ECSFree coachingSenior-level Full TimeNew York R2d ago
-
Senior Robotics Software Engineer, Generalist USD 220K-292KAgent systems | Autonomy | Behavior Trees | C++ | Computer VisionHealth benefits | Recovery Benefits | Travel for testing and demonstrationsSenior-level Full TimeBoston, Massachusetts, United States R2d ago
-
Senior Solution Engineer USD 138K-181KAnalytics | Cloud Computing | Data Lake | Data Warehousing | Data fabricTravel opportunitiesSenior-level Full TimeUS-GA-Remote R2d ago
-
Senior Database Engineer USD 130K-150KAWS | AWS CDK | AWS CloudFormation | Access Control | Amazon AuroraSenior-level Full TimeLas Vegas, Nevada, United States; Seattle, … R2d ago
-
Machine Learning Engineer USD 170K-300KData Lake | Data Pipelines | Data serving | Deep learning | Feature EngineeringFree access to coachingMid-level Full TimeSan Francisco R2d ago
-
Software Engineer, Data Products & Platform USD 170K-300KAWS Glue | AWS Lambda | Amazon Athena | Amazon CloudWatch | Amazon S3Work with coachesSenior-level Full TimeNew York R2d ago
-
Senior Machine Learning Engineer, Trust USD 200K-235KA/B | A/B Testing | Account integrity | Agentic Frameworks | Anomaly DetectionEmployee travel credits | Remote eligibleSenior-level Full TimeSan Francisco, CA R2d ago
-
Machine Learning Engineer USD 150K-250KLanguage Processing | Machine Learning | Natural Language | Natural Language Processing | PyTorchOpen source portfolio | Publications in ML venues | Startup experience | Understanding model failures in the wild | Visa sponsorshipMid-level Full TimeToronto Hybrid R2d ago
-
Data Analyst/BI Engineer USD 85K-110KAmazon S3 | Apps Script | Azure | BigQuery | Data Lineage401k match | Dental insurance | Health insurance | Paid Holidays | Paid time offSenior-level Full TimeUnited States R2d ago
-
Software Engineer, Fulfillment Core Services USD 128K-160KAPI Integration | AWS | Buildkite | CI/CD | CircleCI401k company match | Childcare benefits | Commuter benefits | Dental insurance | Family building benefitsEntry-level Full TimeSeattle, WA R2d ago
-
Senior Analytics Engineer USD 113K-125KChurn analysis | Customer Lifetime Value | DBT | Data Architecture | Data Modeling401k matching | Dental insurance | Employee assistance program | Employer Paid Short-term Disability | Flexible time offSenior-level Full TimeDallas-Fort Worth Metroplex; Denver Metropolitan Area R2d ago
-
Data Engineer II (Remote US) USD 94K-118KAlerting | BigQuery | Clustering | Common table expressions | Cost Management401k matching | Annual learning budget | Dental insurance | Employee resource groups | Health insuranceMid-level Full TimeRemote - U.S. R2d ago
-
Senior Gen AI Software Engineer USD 172K-227KAPI Design | Automated testing | Cost Optimization | Data Modeling | Data PipelinesEquity | Health/Vision/Dental benefits | In person quarterly team gatherings | Remote work | Wellness stipendsSenior-level Full TimeUnited States (Remote) R2d ago