MLOps Engineer
Tasks
- Build autoscaling and capacity management
- Collaborate with ML and product teams for model releases
- Design model serving platforms
- Develop deployment workflows canary releases shadow testing and automated rollback
- Document operational procedures and performance tuning
- Drive end to end observability and error tracking
- Implement caching prompt deduplication and response reuse
- Implement multi tenant routing rate limiting and quality of service
- Implement security controls request signing content filtering and abuse detection
- Integrate model serving with API gateways and observability
- Operate incident response and reliability improvements
- Optimize inference performance
- Tune GPU utilization memory management and KV cache
Perks/Benefits
- N/A
Skills/Tech-stack
API Gateway | Abuse detection | Automated rollback | Autoscaling | C++ | Caching | Canary Releases | Capacity Planning | Content Filtering | Continuous batching | Distributed Systems | GPU | Go | Identity Systems | Incident Response | KV cache | Kubernetes | Latency | Memory Management | Metrics | Observability | Paged Attention | Performance Engineering | Python | Quality of Service | Rate Limiting | Request Multiplexing | Request Signing | Rust | Shadow testing | Speculative decoding | Structured Logging | TensorRT-LLM | Throughput | Tracing | VLLM
Education
Roles
Related jobs
-
Sr. Forward Deployed Engineer USD 182K-250KAWS | Apache Spark | Application development | Artificial Intelligence | AzureCustomer-facing role | Travel 20 percent timeSenior-level Full TimeRemote - Washington D.C. R18h ago
-
Senior Data Scientist - Ontology USD 128K-170KCypher | Data integration | Data profiling | Description logics | Entity ResolutionSenior-level Full TimeOffice Location or Remote - USA R20h ago
-
Senior Data Science Engineer USD 160K-175KAPI Development | Apache Airflow | Apache Spark | CI/CD | DBTFlexible work optionsSenior-level Full TimeRemote (United States) R21h ago
-
Accounting Analytics & BI Engineer USD 220K-270KAirflow | Analytics engineering | Business Intelligence | DBT | Data ModelingFlexible working hours | Generous vacation | Health benefits | Hybrid work policy | Optional equity donation matchingMid-level Full TimeSan Francisco, CA R21h ago
-
Staff Machine Learning Engineer USD 176K-308KAPI Design | Distributed Systems | Generative AI | Hybrid search | Inference Optimization401k plan with company match | ESPP | Family Leave Program | Flexible spending accounts | Flexible time awaySenior-level Full TimeSanta Clara, California, United States R22h ago
-
Senior Analytics Engineer, Marketing Sciences USD 100K-125KAmazon Kinesis | DBT | Docker | JSON | Kafka401k match | Dental insurance | Employee resource groups | Flexible time off | Life and disability insuranceSenior-level Full TimeUnited States R22h ago
-
Senior Software Engineer - Storage USD 243K-295KActive architecture | Active-active Architecture | Active/Active | Alertmanager | As-a-ServiceSenior-level Full TimeSan Mateo, CA, United States R22h ago
-
AI Engineer/Scientist, Staff USD 185K-250KAPIs | Agent Frameworks | Argo CD | Attribution methods | CI/CD401k match | Comprehensive health coverage | Hybrid work environment | Paid Company Holidays | Parental leaveSenior-level Full TimeAustin, Texas, United States; Menlo Park, … R23h ago
-
Principal AI Engineer USD 182K-242KAPI | Access Control | Access Management | Air Gapped Computing | Air-gapped401k match | Dental insurance | Flexible-hybrid work | Health insurance | Life insuranceSenior-level Full TimeAustin, Texas, United States; Menlo Park, … R23h ago
-
AI Engineer/Scientist - Staff USD 185K-242KAPI Development | Agent Frameworks | Argo CD | Artificial Intelligence | Attribution401k match | Equity ownership | Flexible-hybrid work | Health insurance | Life insuranceSenior-level Full TimeAustin, Texas, United States; Menlo Park, … R23h ago
-
C# | C++ | Change Management | Configuration Management | Development Lifecycle401k match | Educational assistance | Employee assistance program | Employer subsidized medical dental vision life insurance | Flexible spending accountsMid-level Full TimePhoenix, AZ, United States R23h ago
-
B-spline | Behavior planning | C++ | Convex Optimization | Frenet Frame401k match | Hybrid work | Life insurance | Medical/Dental/Vision insurance | Paid HolidaysSenior-level Full TimeRemote - U.S, Ann Arbor, MI, … R23h ago
-
Machine Learning Engineer USD 161K-200KA/B | A/B Testing | B testing | Collaborative Filtering | Content-Based Filtering401k matching | Disability insurance | Fertility benefits | Health insurance | Life insuranceSenior-level Full TimeBellevue, WA R23h ago
-
AWS | Ansible | Automation | BAM | Bioinformatics401k match | Commuter benefits | Employee referral program | Fertility care benefits | Free employee genetic testingSenior-level Full TimeUS Remote R23h ago
-
Data Scientist USD 132K-202KDBT | Data Engineering | Data pipeline | Databricks | Feature Engineering401k | Medical/Dental/Vision insurance | Paid time off | Short Term Incentive ProgramSenior-level Full TimeWorcester, MA, United States R1d ago
-
Software Engineer, Data USD 146K-219KAirflow | BigQuery | CI/CD | Cloud platform | Data ModelingFlexible office schedule | Flexible time off | Insurance plans | Recognition programs | Wellness appsSenior-level Full TimeHybrid-Palo Alto, CA R1d ago
-
Machine Learning Engineer (Autonomy) USD 140K-180KC++ | Computer Vision | Data Pipelines | Embedded Systems | GNSSEntry-level Full TimeSan Francisco HQ R1d ago
-
Senior Engineer, Platform & Data USD 150K-200KAWS | Concurrency | Consistency | Containerization | Data Management401k | Employee insurance coverage | Flexible PTO | Stock optionsSenior-level Full TimeSanta Clara R1d ago
-
Mid-level Full TimeRemote, United States R1d ago
-
AI Engineer USD 200K-250KAnomaly Detection | Chunking | Classification | Confidence estimation | Context engineeringSenior-level Full TimeSan Jose Office (HQ) R1d ago
-
Senior-level Full TimeHerndon, VA; Information Technology; Tysons, VA; … R1d ago
-
Senior AI/ML Full Stack Engineer USD 130K-176KAWS | AWS Bedrock | Airflow | Authentication | AuthorizationFully remote | W2 onlySenior-level Full TimeRemote, MN; Information Technology R1d ago
-
CDC | Change Data Capture | Data Capture | Data Ingestion | Data Ingestion PipelinesContract 12 plus months | TeleworkMid-level Full TimeRemote, Texas; Information Technology R1d ago
-
Senior Embedded Software Engineer USD 60K-82KC++ | CAN | CI/CD | Embedded Systems | FPGAsHybrid work | On-call schedule | Travel opportunitiesSenior-level Full TimeDevens, MA R1d ago
-
Staff Machine Learning Engineer USD 136K-171KCI/CD | Cloud Computing | Data Governance | Data Modeling | Data Pipelines401k match | Dental insurance | Equity | Family planning resources | Flexible vacation daysSenior-level Full TimeRemote - USA R1d ago