ML Infrastructure Engineer
Tasks
- Architect cloud and on prem ML training and evaluation infrastructure
- Build data management pipelines for ingestion storage and training
- Deliver projects end-to-end
- Design requirements to ensure successful model deployment
- Develop cloud data infrastructure for machine learning
- Develop processes to transition models from research to production
- Evaluate and implement deployment methods for test and production vehicles
- Mentor engineers for infrastructure projects
- Modify training code to use improved data storage formats
- Own infrastructure for training and deploying machine learning models
Perks/Benefits
- N/A
Skills/Tech-stack
Airflow | Amazon SageMaker | Argo | Cloud platform | Databricks | Distributed Systems | Google Cloud | Google Cloud Platform | Jetson | Kubernetes | MLOps | Machine Learning | Model Monitoring | NodeJs | ONNX | Python | Spark | TensorRT | Terraform | Vertex AI | Workflow Orchestration
Education
N/A
Related jobs
-
Manager, Reporting & Commercial Analytics USD 124K-174KDashboarding | Data Integrity | Data Security | Data Visualization | Forecasting401k matching | Basic life insurance | Dental insurance | Disability coverage | Long-term incentivesMid-level Full TimeOverland Park, KS, US2h ago
-
Data engineer , Machine Learning USD 170K-240KApache Airflow | Apache Spark | Audio Data | Coverage monitoring | DagsterEmployee Assistance Program (EAP) | Employer matching 401k | Health, dental, vision insurance | Unlimited PTOMid-level Full TimeSan Francisco3h ago
-
Senior Data Engineer USD 160K-207KDBT | Data Architecture | Data Governance | Data Observability | Data Quality401k match | Dental insurance | Equity | Family planning resources | Flexible vacation daysSenior-level Full TimeRemote - USA R6h ago
-
Machine Learning Engineer USD 138K-183KAWS | Airflow | Amazon Redshift | Amazon SageMaker | Apache Flink401k retirement savings | Health care insurance | Occasional travel for meetings | Paid parental leave | Paid sick timeMid-level Full TimeRemote - US R6h ago
-
Staff Data Engineer USD 160K-207KAnomaly Detection | DBT | Data Governance | Data Modeling | Data Quality401k match | Dental insurance | Family planning resources | Flexible vacation policy | Fully remoteSenior-level Full TimeRemote - USA R8h ago
-
Senior Software Engineer, Data Engineering USD 164K-227KAWS | AWS Glue | Amazon EMR | Amazon Redshift | Apache Airflow401k match | Backup Child Care | Backup elder care | Backup pet care | Chime days paid time offSenior-level Full TimeSan Francisco, CA, USA9h ago
-
Senior Director, Data Platform and Engineering USD 246K-379KAWS | Artificial Intelligence | Azure | Cloud Computing | Data Engineering401k | Dental insurance | Flexible spending account | Health insurance | PTOSenior-level Full TimeBellevue, Washington; Chicago, Illinois; San Francisco, …9h ago
-
Sr Analyst, Data Engineer USD 76K-143KAPI Integration | AWS | Agile | Batch Processing | CI/CD401k match | Business Casual Attire | Dental insurance | Health insurance | Hybrid work optionSenior-level Full TimeOhio - Columbus, Three Nationwide Plaza, … R9h ago
-
Software Engineer - Voice AI (Inference Runtime) USD 165K-330KAPI Development | CLI Development | Docker | Kubernetes | Language Processing401k matching | Fertility and family building stipend | Flexible PTO | Medical, dental, and vision insurance | Paid parental leaveSenior-level Full TimeSan Francisco10h ago
-
Mission Manager - War Data Platform USD 178K-241KAWS | Agile | Architecture Review | Azure | Budget Forecasting401k retirement plan | Conference attendance | Disability insurance | Flexible time off | Home office budgetMid-level Full TimeUnited States - Remote R10h ago
-
AI Search | AWS | AWS Bedrock | Azure | Azure AI401k | Dental insurance | Medical insurance | Paid sick hours | Vision insuranceSenior-level Contract Full TimeRidgefield Park, NJ, United States10h ago
-
Full Stack Software Engineer, Applied AI USD 140K-140KAPI Design | Alerting | CI/CD | Cloud infrastructure | DevOpsFlexible PTO | Health insurance | Mental wellness days | Paid Holidays | Parental leaveMid-level Full TimeSan Francisco10h ago
-
Staff Machine Learning Engineer, Developer Platform USD 230K-322KA/B | A/B Testing | AWS | Automation | B testingCoaching benefits | Comprehensive healthcare benefits | Employer 401k match | Family planning support | Flexible vacationSenior-level Full TimeRemote - United States R11h ago
-
Autonomy and Robotics Software Engineer USD 125K-220KC++ | CI/CD | Classification | Computer Vision | Dataset versioningE-Verify enrollment | Health insurance | Professional development | Retirement plansMid-level Full TimeHuntington Beach11h ago
-
Senior Data Platform Engineer, Remote USD 142K-180KAWS | AWS Lambda | Access Control | Amazon Aurora | Amazon CloudWatch401k matching | Dental insurance | Flexible time off | Flexible work environment | Medical insuranceSenior-level Full TimeUnited States, UNITED STATES, United States R11h ago
-
Intern, Mission Optimization Engineer USD 70K-120KAgile | Bash | CI/CD | Datadog | DockerAccess to LinkedIn Learning | Commuter benefits | Internet reimbursement | Paid time offEntry-level InternshipSan Francisco, CA R11h ago
-
Autonomy and Robotics Software Engineer USD 125K-220KC++ | CI/CD | Embedded Systems | Fault detection | GNSSHealth insurance | Professional development | Retirement plansMid-level Full TimeHuntington Beach11h ago
-
Forward Deployed Engineer - Applied AI USD 150K-210KAPI Development | Artificial Intelligence | Automation | Deployment | JavaScriptFast-paced team | High ownership culture | High-impact work | Travel opportunitiesSenior-level Full TimeGallup, New Mexico, United States; Michigan, …11h ago
-
Early Career Software Engineer – Applied AI USD 100K-120KAWS | Cloud Computing | Cloud platform | Google Cloud | Google Cloud PlatformFlexible PTO | Lunch covered | Mental wellness days | Parental leave | Wellness reimbursementsEntry-level Full TimeSan Francisco11h ago
-
Lead Consultant Data Engineer USD 142K-175KAgile | Azure Data | Azure Data Factory | Azure DevOps | Azure FabricCare Com Membership | Dental benefits | Equipment replacement program | Flexible work | Health savings accountSenior-level Full TimeArlington, Virginia, United States, Remote R11h ago
-
Staff Data Engineer USD 165K-207KAWS | Agile | Amazon Athena | Amazon QuickSight | Amazon Redshift401k | Commuter benefits | Dental insurance | Disability insurance | Fertility care benefitsSenior-level Full TimeUS Remote R11h ago
-
ML / AI Research Intern USD 70K-94KClustering | Data pipeline | Experiment tracking | Feature Engineering | Graph Neural NetworksCareer coaching | Code reviews | Flexible internship dates | MentorshipEntry-level InternshipBellevue, WA12h ago
-
Chaos Engineering | Distributed Systems | Fault injection | Linux | Load TestingFlexible working hours | Generous vacation | Hybrid work policy | Optional equity donation matching | Parental leaveMid-level Full TimeSan Francisco, CA12h ago
-
Enterprise TPRM Systems and Data Analytics Manager USD 142K-164KAccess Management | Agile | Alteryx | CISA | CISSPMid-level Full TimeUnited States12h ago
-
Altera | FPGA | IP | Modelsim | PythonMid-level Full TimeChicago12h ago