ML Infrastructure Engineer
Tasks
- Architect and deploy ML evaluation infrastructure
- Architect and deploy cloud and on prem ML training infrastructure
- Balance cost during model transition
- Define requirements for model deployment
- Deliver projects end-to-end
- Develop cloud data infrastructure
- Develop systems to transition models from research to production
- Evaluate and implement deployment methods for test and production vehicles
- Ingest and store data for ML training and evaluation
- Manage data across vehicle compute cloud and on prem
- Mentor engineers
- Optimize model training code using improved data formats
- Own data management pipelines
- Support development and deployment of machine learning models
Perks/Benefits
- N/A
Skills/Tech-stack
Amazon SageMaker | Apache Airflow | Apache Spark | Argo Workflows | Cloud platform | Databricks | Google Cloud | Google Cloud Platform | Google Vertex | Google Vertex AI | Infrastructure as Code | Kubernetes | MLOps | Machine Learning | Model Deployment | Model Monitoring | NVIDIA Jetson | Node.js | ONNX | Python | TensorRT | Terraform | Vertex AI | “as-code”
Education
N/A
Related jobs
-
Senior Staff AI Data Infrastructure Engineer USD 203K-344KApache Iceberg | Apache Spark | C++ | Concurrent programming | Data LakehouseSenior-level Full TimeSanta Clara, CA13h ago
-
Software Engineer - GPU Inference USD 165K-330KAPI | Async Scheduling | CLI | CUDA | Distributed Systems401k | Fertility and family building stipend | Flexible PTO | Medical/Dental/Vision insurance | Paid parental leaveSenior-level Full TimeSan Francisco14h ago
-
Applied Research - Evals & Data USD 150K-300KAccelerate | Data Pipelines | Data Versioning | Distributed Systems | Distributed tracingConference attendance | Professional development budget | Relocation support | Remote work | Team offsitesSenior-level Full TimeSan Francisco1d ago
-
Staff Data Engineer USD 187K-245KAPI Gateway | Alerting | Amazon Redshift | Apache Airflow | BigQueryEquity | Flexible paid time off | Health insurance 100% paid premium | Lifestyle stipend | Parental leaveSenior-level Full TimeRemote, US R1d ago
-
Training: ML Framework Engineer USD 205K-445KDistributed Systems | Machine Learning | Performance optimization | Profiling | PythonHybrid work model | Relocation assistanceMid-level Full TimeSan Francisco1d ago
-
Staff AI engineer USD 125K-170KAI Evaluations | AWS | Agent Orchestration | Caching | Data PipelinesFlexible working hours | Hybrid work culture | Unlimited time offSenior-level Full TimeSan Francisco1d ago
-
Machine Learning Engineer: Perception and Planning USD 184K-275KAutomated testing | Behavior Prediction | C++ | Classification | Code reviewSenior-level Full TimeOakland, CA1d ago
-
Robotics System Engineer USD 110K-275KAutonomous Systems | C++ | Data Analysis | Metrics pipelines | PythonSenior-level Full TimeOakland, CA1d ago
-
Sr. Back-End Software Engineer - Machine Learning USD 190K-250KC++ | Computer Vision | Distributed Systems | Language Processing | Linux401k matching | Commuter benefits | Dependent Family Medical Premium Coverage | Employee Medical Premium Coverage | Employee referral programSenior-level Full TimeSanta Clara, CA1d ago
-
Space Operations Engineer (Embedded Software) USD 100K-160KAPI Integration | ARM | C plus plus | C# | Command and controlMid-level Full TimeSan Francisco, CA1d ago
-
Director, Perception USD 253K-318K3D Modeling | CUDA | Computer Vision | Deep learning | GPU ComputingExecutive-level Full TimeFoster City, CA1d ago
-
Senior Quantum Embedded Engineer USD 150K-190K10 Gigabit Ethernet | AMD Xilinx | AMD Xilinx RFSoC | AMD Xilinx Zynq | BashHybrid work | Remote workSenior-level Full TimeNew Haven, CT1d ago
-
Senior Quantum Applications Engineer - QEC USD 120K-258KCUDA-Q | Decoder algorithms | Docker | End to End | End-to-End TestingSenior-level Full TimeNew Haven, CT1d ago
-
Quantum Engineer (Physicist) USD 136K-193KCircuit-QED | Control Systems | Cryogenics | Error correction | Low temperature physicsFast-paced environment | Interdisciplinary team | State-of-the-art facilitiesMid-level Full TimeNew Haven, CT1d ago
-
Associate Quantum Engineer USD 136K-193KCryogenic Systems | Data Analysis | Data acquisition | High vacuum systems | High-vacuumInterdisciplinary team collaboration | Mentorship | State-of-the-art facilitiesMid-level Full TimeNew Haven, CT1d ago
-
Scientific Data Engineer USD 120K-160KData Transformation | Data Warehousing | Data cleaning | ETL | Excel401k matching | Dental insurance | Health insurance | Paid time offMid-level Full TimeSan Francisco, New York1d ago
-
Platform Engineer - Generative AI USD 120K-160KAPI Development | Caching | Database Design | Fine Tuning | Flask401k employer contribution | Dental insurance | Health insuranceMid-level Full TimeNew York, San Francisco, Munich or …1d ago
-
Software Development Engineer - ML Ops USD 123K-222KAWS | ArgoCD | CI/CD | Distributed Systems | DockerFlex work | On-call rotationSenior-level Full TimeUSA, GA, Atlanta, United States1d ago
-
Staff AI/ML Engineer USD 240K-270KAI infrastructure | AWS | Agentic Workflows | Azure | Cloud infrastructure401k | Commuter benefits | Dog-friendly office | Equity | FSA benefitsSenior-level Full TimeSan Francisco, CA1d ago
-
Staff AI/ML Engineer USD 240K-270KAWS | Agentic Workflows | Cloud platform | Computer Vision | Data Curation401k | Commuter benefits | Dog-friendly office | Equity | FSA benefitsSenior-level Full TimeNew York City, NY1d ago
-
Senior AI/ML Engineer USD 240K-270KAWS | Agentic Workflows | Azure | Cloud platform | Computer Vision401k | Commuter benefits | Dog-friendly office | Equity | FSA benefitsSenior-level Full TimeNew York City, NY1d ago
-
Senior AI/ML Engineer USD 240K-270KAWS | Azure | Data Curation | Deep learning | Foundation Models401k | Commuter benefits | Dog-friendly office | Equity | FSA benefitsSenior-level Full TimeSan Francisco, CA1d ago
-
APIs | AWS | Azure | Batch Processing | Data ModelingAccess to cutting-edge tools and technologies | Flexible working hours | Fully remote work environment | Health and wellness benefits | Professional development opportunitiesSenior-level Full TimeMinnesota R1d ago
-
API Development | AWS | Azure | Batch Processing | Data ModelingAccess to cutting-edge tools and technologies | Flexible working hours | Fully remote work environment | Health and wellness benefits | Opportunity to work with a passionate innovative teamSenior-level Full TimeMassachusetts R1d ago
-
APIs | AWS | Azure | Batch Processing | Data ModelingFlexible working hours | Fully remote work | Health and wellness benefits | Performance-based bonuses | Professional development opportunitiesSenior-level Full TimeIdaho R1d ago