Lead Software Platform Engineer, MLOps
Tasks
- Build evaluation and quality infrastructure
- Build model and prompt lifecycle
- Design real time and batch inference substrate
- Ensure reproducibility and data lineage
- Establish observability with distributed tracing
- Implement AI platform security for multi tenant
- Implement infrastructure-as-code and deployment automation
- Integrate RAG and agent tool calling
- Lead design reviews and write technical documentation
- Own AI ML platform architecture
- Own production readiness and incident response
- Set technical direction for emerging AI infrastructure
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | API Design | AWS Bedrock | AWS CDK | Agent runtimes | Alerting | Audit trails | Authorization | B testing | Batching | CI/CD | Caching | Capacity Planning | Cloud Native | CloudFormation | Concurrency Control | Databricks MLFlow | Distributed Systems | Distributed tracing | Docker | Drift Detection | Embeddings | Function Calling | GPU capacity | GPU capacity planning | Hallucination detection | Infrastructure as Code | Injection Defense | Logging | MCP | MLOps | Model Registry | Model Serving | Model versioning | Monitoring | Multi-tenancy | Offline evaluation | Online evaluation | OpenAPI | PII | Phi | Prompt engineering | Prompt injection | Prompt injection defense | Prompt versioning | Python | RAG | REST | Regression testing | Retrieval-Augmented Generation | SLA | SLI | SLO | Shadow Deployment | Tool Abuse | Tool Abuse Defense | Tool-Calling | TypeScript | “as-code”
Education
N/A
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
-
AI Search | Application Insights | Azure AI | Azure AI Search | Azure Container401k | Commuter benefits | Dental insurance | Educational assistance | Health savings accountMid-level Full TimeNew York, United States R10h ago
-
Senior Data Engineer USD 135K-160KAWS | Airflow | Backfills | CI/CD | Data Modeling401k | Central time zone | Dental insurance | Employer Paid Long-term Disability | Employer Paid Short-term DisabilitySenior-level Full TimeChicago, IL, US R12h ago
-
AI Infrastructure Engineer – Agents & ML Systems USD 175K-200KAirflow | Amazon S3 | Backend Development | C++ | Dagster401k matching | Equity package | Global Entry | Health and wellness stipend | Health, dental, vision insuranceMid-level Full TimeRemote R12h ago
-
Senior-level Full TimeNew York, NY - Hybrid (3x … R15h ago
-
Senior-level Full TimeDallas, TX - Hybrid (3x in … R15h ago
-
Staff Data Scientist, Notifications USD 164K-339KA/B | A/B Testing | B testing | Experimentation | HiveSenior-level Full TimeSan Francisco, CA, US; Remote, US R16h 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 R16h ago
-
Aerospike | Ansible | Capacity Planning | Ceph | Configuration ManagementSenior-level Full TimeRemote, Canada; Toronto, Ontario; San Francisco, … R16h ago
-
Data Analysis | Data pipeline | Machine Learning | Multimodal Learning | PythonMid-level Full TimeSan Francisco, California; Toronto, Canada; Redwood … R16h ago
-
Active Learning | Adaptive Sampling | Deep learning | Direct Preference Optimization | Human FeedbackMid-level Full TimeSan Francisco, California; Remote, US or … R16h ago
-
Agile | Cloud Storage | Google Cloud | Google Cloud Storage | GraphQLMid-level Full TimeSan Francisco, California; Remote, Canada, US, … R16h ago
-
Artificial Intelligence | Cloud Computing | Data integration | Generative AI | High AvailabilityMid-level Full TimeNew York City, NY; Toronto, Ontario; … R16h ago
-
AWS | AWS Bedrock | AWS CDK | Anthropic | CelerySenior-level Full TimeKitchener, Ontario; Remote, Canada; Remote, Canada; … R16h ago
-
AWS | Azure | Data Analysis | Data Visualization | Deep learningMid-level Full TimeRemote, Canada; San Francisco, California; Toronto, … R16h ago
-
Data Curation | Experimentation | MLOps | Machine Learning | Machine learning modelingSenior-level Full TimeToronto, Canada; Remote, Canada; Kitchener, Ontario; … R16h ago
-
Data Warehousing | Deep learning | Experimentation | Infrastructure | LLMSenior-level Full TimeRemote, Canada or US; Remote, Canada … R16h ago
-
Caching | Data Processing | Data Streaming | Data synchronization | Distributed SystemsSenior-level Full TimeRemote, Canada or US; Remote, Canada; … R16h ago
-
Senior-level Full TimeCanada or US, N/A; Toronto, Ontario; … R16h 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, … R16h 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, … R16h 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; … R16h ago
-
AWS | Agentic AI | Agile | Amazon Bedrock | Apache AirflowSenior-level Full TimeToronto, Ontario; New York, USA; Bay … R16h ago
-
Data Architect / Analytics Engineer (Databricks) USD 175K-248KAWS Redshift | Azure Synapse | Data Modeling | Data Warehousing | DatabricksRemote workSenior-level Full TimeUSA, Remote; USA, Remote R16h ago
-
Senior MLOps Engineer USD 147K-174KAWS | Batch inference | CI/CD | Data Lineage | Experiment trackingEmployee discounts | Health, dental, vision insurance | Mental health resources | Paid sick leave | Paid time offSenior-level Full TimeRemote - United States R16h ago