ML Infrastructure Engineer
Tasks
- Architect and deploy cloud and on prem ML training and evaluation infrastructure
- Build data management pipelines for ingestion storage and model training and evaluation
- Define requirements for model design to ensure successful deployment
- Deliver end-to-end projects
- Evaluate and implement methods for model deployment to test and production vehicles
- Improve transition of models from research to production while balancing cost
- Mentor engineers
- Own ML infrastructure for autonomous vehicle model development and deployment
- Update training code for improved storage formats and techniques
Perks/Benefits
- N/A
Skills/Tech-stack
Amazon SageMaker | Apache Airflow | Apache Spark | Argo | Cloud Dataproc | Databricks | Google Cloud | Google Cloud Dataproc | Google Cloud Vertex | Google Cloud Vertex AI | Jetson | Kubernetes | MLOps | Machine Learning | Model Deployment | Model Monitoring | Node.js | ONNX | Python | TensorRT | Terraform | Vertex AI | Workflow Orchestration
Education
N/A
Related jobs
-
AI Engineer USD 109K-140KAgent Orchestration | Computer Vision | Data Validation | Data extraction | Document ClassificationMid-level Full TimeMorristown, NJ, United States10h ago
-
Summer 2026 Data Engineer USD 41K-50KAPIs | Agile | Azure Data | Azure Data Factory | Azure Data LakeExposure to real-world projects | Learning and development opportunities | MentorshipEntry-level InternshipBoston, MA, United States10h ago
-
Summer 2026 Data Engineer USD 41K-50KAPIs | Agile | Azure Data | Azure Data Factory | Azure Data LakeMentorshipEntry-level InternshipBoston, MA, United States10h ago
-
Early-Career Network Engineer (RAN Optimization) USD 85K-130K4G | 5G | Automation | C Band | CBRS401k match | Dental insurance | Disability insurance | Educational assistance | Financial wellness programsMid-level Full TimePlano,Texas,United States R10h ago
-
Senior Embedded Software Engineer USD 146K-196KARM Cortex | C# | Digital Signal | Digital Signal Processing | Embedded Linux401k match | Dental insurance | Employee assistance program | FSA | Flexible scheduleSenior-level Full TimeCamarillo, CA, United States10h ago
-
Data Engineer USD 126K-208KAPI Integration | Airflow | Amazon Web Services | BigQuery | CCPADEI initiatives | Dental benefits | Employee rewards program | Medical benefits | Mental health supportMid-level Full TimeRemote, United States R10h ago
-
Alerting | Ansible | Bash | CI/CD | CephRemote workSenior-level Full TimeUnited States, United States R11h ago
-
Ansible | Bash | CI/CD | CentOS | CephContract-to-hire | No sponsorship | Remote workSenior-level Full TimeUnited States, United States R11h ago
-
HPG Big Data Engineer / Senior-Level USD 119K-164KAgile | Azure Data | Azure Data Lake | Azure Data Lake Storage | Azure FunctionsSenior-level Full TimeNashville, TN, United States12h ago
-
Platform and Integrations Engineer USD 100K-200KAnthropic | GraphQL | Next.js | Node.js | OpenAIIn-person work | Medical/Dental/Vision | Significant equity upsideEntry-level Full TimeSan Francisco, CA, US13h ago
-
Machine Learning Engineer USD 131K-178KAWS | Cassandra | Convolutional Neural Networks | Data Lakes | Data PipelinesMid-level Full TimeRemote, NY, US R13h ago
-
Amazon S3 | Data Engineering | Data Modeling | Data Pipelines | Data QualitySenior-level Full TimeNew York14h ago
-
Amazon S3 | Automation | Data Engineering | Data Modeling | Data Pipelines401k match | Dental insurance | Life insurance | Long-term disability | Medical insuranceSenior-level Full TimePrinceton14h ago
-
Senior Databricks Forward Deployed Engineer - GPS USD 119K-198KAPI Integration | AWS | Airflow | Azure | CI/CDTravelSenior-level Full TimeArlington/Rosslyn, Virginia, United States; Atlanta, Georgia, …15h ago
-
Lead Databricks Forward Deployed Engineer - GPS USD 189K-372KAPI Integration | AWS | Airflow | Apache Spark | AzureSenior-level Full TimeArlington/Rosslyn, Virginia, United States; Atlanta, Georgia, …15h ago
-
GenAI Engineer USD 73K-105KAWS Bedrock | Amazon SageMaker | Amazon Web Services | Data integration | Fine TuningCompetitive benefits package | Onsite work | Travel 0 to 25 percentEntry-level Full TimeArlington/Rosslyn, Virginia, United States15h ago
-
Lead AI and Data Solutions Engineer II USD 137K-229KAmazon Web Services | Apache Spark | Application Programming | Application Programming Interfaces | Cloud ComputingSenior-level Full TimeSacramento, California, United States; Tempe, Arizona, …15h ago
-
Databricks Senior Consultant USD 113K-188KAWS | Azure | Business Intelligence | Cloud platform | Data EngineeringSenior-level Full TimeArlington/Rosslyn, Virginia, United States; Sacramento, California, …15h ago
-
TikTok Shop - E-commerce Anti-Fraud Data Scientist USD 156K-296KA/B | A/B Testing | Analytics | B testing | Big DataMid-level Full TimeSeattle, Washington, United States15h ago
-
Software Engineer, Systems ML - SW/HW Co-design USD 117K-173KAI infrastructure | Bias Mitigation | C# | C++ | Co-designSenior-level Full TimeSunnyvale, CA | Redmond, WA16h ago
-
Software Engineer, Machine Learning USD 213K-293KAPI Design | Agent Orchestration | Artificial Intelligence | Bias Mitigation | C++Senior-level Full TimeSunnyvale, CA | Remote, US | … R16h ago
-
Acoustics | Algorithm Integration | Audio Software | Bring-up | C++Senior-level Full TimeMountain View, CA, USA16h ago
-
Senior Software Engineer, Generative AI, Google Ads USD 174K-252KComputer Vision | Data Processing | Debugging | GenAI | Information RetrievalSenior-level Full TimeMountain View, CA, USA16h ago
-
Staff Software Engineer, AI/ML Performance USD 207K-300KAlgorithms | Auto sharding | C++ | Code debugging | Code generationSenior-level Full TimeSunnyvale, CA, USA16h ago
-
C++ | Data Processing | Debugging | Deep learning | Few-Shot LearningSenior-level Full TimeMountain View, CA, USA16h ago