Senior Machine Learning Operations Engineer
San Francisco, CA, New York, NY, Portland, OR, or Remote within Canada or United States
R
USD 166K-208K Senior-level Full Time
Tasks
- Build and operate real time inference service
- Detect model drift and trigger retraining
- Generate model explainability outputs
- Implement CI/CD for model deployment
- Implement canary routing
- Implement champion challenger experiments
- Manage model registry and versioning
- Own model deployment infrastructure
- Partner to deploy models to production
- Run shadow mode and staged rollouts
- Set up model monitoring and alerting
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | CI/CD | Canary Deployment | Champion Challenger | Drift Detection | DynamoDB | Explainability | FastAPI | Flask | K3s | Kafka | Kinesis | Model Registry | Model versioning | Monitoring | Observability | Python | Redis | Retraining | SHAP | SQL | Shadow Deployment
Education
N/A
Regions
Countries
States
Related jobs
-
Featured Feat. Principal Knowledge & Data Architect USD 174K-284KAWS Neptune | Canonicalization | Chunking | Cypher | DBTBenefits including health and wellness programs | Health, wellness, and retirement plansSenior-level Full TimeHeadquarters - Chevy Chase, MD R26d ago
-
Anomaly Detection | Data Engineering | Data Lakes | Data Pipelines | Data ProcessingRegular team sessions | Remote friendly schedule | Team collaborationSenior-level Full TimeRemote, Canada (EST); San Francisco, California R2h ago
-
Data Analysis | Data pipeline | Machine Learning | Multimodal Learning | PythonMid-level Full TimeSan Francisco, California; Toronto, Canada; Redwood … R2h ago
-
Active Learning | Adaptive Sampling | Deep learning | Direct Preference Optimization | Human FeedbackMid-level Full TimeSan Francisco, California; Remote, US or … R2h ago
-
Agile | Cloud Storage | Google Cloud | Google Cloud Storage | GraphQLMid-level Full TimeSan Francisco, California; Remote, Canada, US, … R2h ago
-
Artificial Intelligence | Cloud Computing | Data integration | Generative AI | High AvailabilityMid-level Full TimeNew York City, NY; Toronto, Ontario; … R2h ago
-
AI | AWS | Apache Kafka | Azure | C#Collaborative culture | Fully remote | Leadership opportunitySenior-level Full TimeRemote, Toronto R2h ago
-
AWS | AWS Bedrock | AWS CDK | Anthropic | CelerySenior-level Full TimeKitchener, Ontario; Remote, Canada; Remote, Canada; … R2h ago
-
Senior-level Full TimeRemote, Canada; Remote, Canada; Toronto, Ontario; … R2h ago
-
AWS | Azure | Data Annotation | Data Pipelines | Docker100% remote in Quebec | AI coding tool subscription | Bilingual support | Travel up to 25 percentMid-level Full TimeMontreal or Quebec City, Quebec; Toronto, … R2h ago
-
AWS CDK | AWS DynamoDB | AWS EventBridge | AWS Glue | AWS KinesisSenior-level Full TimeToronto, Ontario; Kitchener/Waterloo, Ontario; Remote, Canada … R2h ago
-
Anomaly Detection | Classification | Clustering | Data Modeling | Data PipelinesHealth benefits | Hybrid work arrangement | Paid time off | Professional developmentSenior-level Full TimeToronto, Ontario; Kitchener, Ontario; The Valley, … R2h ago
-
AWS Data | AWS Data Lakes | Amazon Web Services | Apache Spark | Data AnalysisFlexible work schedule | Hybrid work modelSenior-level Full TimeToronto, Ontario; Remote, Canada; Toronto, Ontario; … R2h ago
-
AI frameworks | API Development | AWS | AWS GenAI | Agentic SystemsSenior-level Full TimeRemote, Canada; Remote, Canada; Remote, Canada; … R2h ago
-
Azure | Azure Data | Azure Data Services | Data Services | Data WarehousingAnnual leave | Comprehensive benefits | Employer RRSP contribution | Flexible-hybrid work | Healthy work-life balanceMid-level Full TimeToronto, Ontario; Remote, Canada; Remote, Canada; … R2h ago
-
AWS | Agentic AI | Agile | Amazon Bedrock | Apache AirflowSenior-level Full TimeToronto, Ontario; New York, USA; Bay … R2h ago
-
Data Architect / Analytics Engineer (Databricks) USD 175K-248KAWS Redshift | Azure Synapse | Data Modeling | Data Warehousing | DatabricksRemote workSenior-level Full TimeUSA, Remote; USA, Remote R2h ago
-
API | Amazon Web Services | Amazon Web Services (AWS) | Apache HDFS | Apache SparkRemote workMid-level Full TimeRemote, US; Sunnyvale, CA; Dallas, TX R3h ago
-
Airflow | C++ | Data Pipelines | Distributed Computing | ElasticsearchSenior-level Full TimeSunnyvale, CA; Palo Alto, CA; St. … R3h ago
-
Airflow | C++ | Data Pipelines | Distributed Computing | ElasticsearchSenior-level Full TimeSunnyvale, CA; Burr Ridge Chicago, IL; … R3h ago
-
Senior-level Full TimeSunnyvale, CA; Palo Alto, CA; St. … R3h ago
-
Apache Kafka | Apache Maven | Apache Spark | Apache Storm | Cloud platformMid-level Full TimeSunnyvale, CA; Palo Alto, CA; St. … R3h ago
-
Apache Kafka | Apache Spark | Azure SQL | Cassandra | Continuous DeploymentEntry-level Full TimeSunnyvale, CA; Palo Alto, CA; St. … R3h ago
-
Akka | Akka Streams | Akka-http | Apache Camel | Apache DroolsSenior-level Full TimeSunnyvale, CA; Remote, USA; Remote, Onshore … R3h ago
-
Azure Database Engineer (Hybrid - St. Paul, MN) USD 123K-155KAccess Control | Azure Backup | Azure CLI | Azure Data | Azure Data FactoryHybrid workSenior-level Full TimeSt Paul, Minnesota R3h ago