Data Engineer / MLOps and AI Engineer
Tasks
- Apply secrets management role based access control and network policies
- Build batch and streaming data workflows in Snowflake
- Build prompt architecture and agent memories
- Build testing frameworks for ML and agent generated code
- Create validation pipelines with quality gates
- Define and manage feature sets lineage and reuse
- Design agent executable workflows on Cortex AI
- Develop ML pipelines for experimentation to production
- Enforce model agent and data governance with audit trails
- Engineer instruction patterns and acceptance criteria
- Ensure HIPAA PHI GDPR FDA and REMS compliance
- Implement CI/CD, automated testing, and deployment
- Implement anomaly detection and hypothesis generation for commercial data
- Manage documentation and release runbooks rollback and change tickets
- Monitor model performance data drift bias and service health
- Optimize token usage and agent execution cost
- Package train and deploy ML models
- Set up logging tracing and alerting for ML systems
Perks/Benefits
Skills/Tech-stack
21 CFR | 21 CFR Part 11 | Access Control | Alerting | Apache Airflow | Azure DevOps | Bias detection | CFR Part 11 | CI/CD | Container Services | Contract testing | Cortex AI | Data Drift | Databricks MLFlow | Docker | Experiment tracking | GDPR | GitHub Actions | Go | HIPAA | Integration Testing | JavaScript | LLM | Linting | Logging | Model Governance | Model Registry | Monitoring | Part 11 | Prompt engineering | Python | Role-Based Access | Role-Based Access Control | Rust | SOC2 | SQL | SageMaker | Secrets management | Snowflake | Snowpark | Snowpark Container Services | Spark | Test-Driven | Test-Driven Development | Token Management | Tracing | TypeScript | Unit Testing
Education
N/A
Roles
AI | AI Engineer | Data Engineer | Engineer | Learning Engineer | MLOps Engineer | Machine Learning Engineer
Related jobs
-
Senior Staff Software Engineer, Data CAD 136K-160KAPI Design | ClickHouse | Data Architecture | Data Contracts | Data ModelingSenior-level Full TimeToronto, Ontario, Canada17h ago
-
Analytics Platform & Reliability Engineer CAD 100K-120KAirflow | Apache Doris | Apache Kafka | Apache Superset | CI/CDMid-level Full TimeToronto23h ago
-
Customer Engineer, Data Analytics, Google Cloud CAD 194K-199KAnomaly Detection | Apache Airflow | Apache Spark | Batch Processing | Big DataSenior-level Full TimeMontreal, QC, Canada; Toronto, ON, Canada1d ago
-
Sr. Solutions Engineer CAD 139K-192KAWS | Artificial Intelligence | Azure | Big Data | Cloud ComputingSenior-level Full TimeMontréal, Canada1d ago
-
AWS | Asynchronous programming | Azure | CI/CD | Distributed SystemsFamily leave | Health care plan | Life insurance | Paid time off | Training and developmentSenior-level Full TimeMontreal, Quebec, Canada1d ago
-
Senior Developer, Data Analytics Delivery CAD 88K-134KAgile | Azure | Data Modeling | Databricks | DevOpsCareer development investment | Family building support | Group insurance plans | Hybrid work model | Paid family leaveSenior-level Full TimeMontreal, Canada1d ago
-
Senior Data Engineer USD 130K-140KAzure Data | Azure Data Factory | Azure Data Lake | Azure Data Lake Storage | Azure DevOpsDental insurance | Employee assistance program | Health spending account | Life insurance | Medical benefitsSenior-level Full TimeMississauga - Minnesota (HSS), Canada1d ago
-
Data Engineer CAD 113K-163KAWS | Azure Data | Azure Data Factory | Azure Databricks | Cloud SecurityDental benefits | Disability insurance | Employee assistance program | Flexible work environment | Health benefitsSenior-level Full TimeCAN, Ontario, Toronto, 250 Bloor Street …1d ago
-
Senior-level Full TimeCA ON Toronto, Canada1d ago
-
Senior-level Full TimeMarkham, Canada1d ago
-
FPGA Machine Learning Engineering - Graduate Intern CAD 95K-100KAltera FPGA | C++ | Dataflow | Digital Hardware | FPGAEntry-level Full Time InternshipToronto, Ontario, Canada1d ago
-
Senior Software Engineer, Data Platform USD 150K-200KAccess Control | Apache Airflow | Apache Spark | Auditability | Change Data CaptureBenefits package | Equity | Flexible remote working hours | Fully remoteSenior-level Full TimeUS - Remote, Canada - Remote R1d ago
-
Senior AI Engineer (Agentic AI) CAD 125K-145KAPI Gateway | APIs | AWS | Agent systems | Amazon BedrockCoaching | Continuing education | Flexible work from home | Health insurance | Language coursesSenior-level Full TimeToronto, Canada1d ago
-
Senior Platform Analytics Engineer CAD 160K-220KAWS | Apache Airflow | Apache Spark | Capacity Planning | DBTComprehensive benefits | Equity | Hybrid work schedule | Remote work up to 4 weeks per yearSenior-level Full TimeKitchener-Waterloo, ON; Toronto, ON R1d ago
-
Anomaly Detection | Classification | Clustering | Data Governance | Data LineageHybrid work environmentSenior-level Full TimeToronto, Ontario1d ago
-
AUTOSAR | Android | Automated testing | CAN | Continuous integrationEntry-level Full TimeOttawa, ON, Canada1d ago
-
Senior Data Engineer CAD 110K-140KAWS Lambda | AWS Step Functions | Access Control | Amazon EMR | Amazon KinesisCollaborative team | Medical/Dental/Vision | Paid Holidays | Paid vacationSenior-level Full TimeToronto1d ago
-
Technical Services Engineer CAD 115K-160KAPI | AWS | ActiveDirectory | Authentication | AzureBackup child and elder care | Dental insurance | Employee stock purchase program | Fertility and adoption assistance | Flexible paid time offMid-level Full TimeVancouver1d ago
-
Senior, ML Engineer - Neural Rendering USD 160K-212K3D Data Labeling | 3D Gaussian Splatting | 3D Reconstruction | 3D data | CUDA401k employer match | Accidental death and dismemberment insurance | Flexible schedule | Life insurance | Paid medical dental and visionSenior-level Full TimeMontreal, Canada, Remote - Canada R1d ago
-
Staff AI Software Engineer CAD 140K-180K.Net Core | .Net Framework | API Orchestration | AWS | AgileAccess to internal training programs | Annual training programs | Dental plans | Fitness allowance | Health benefitsSenior-level Full TimeCanada1d ago
-
Apache Spark | Cloud Computing | Dashboarding | Data Architecture | Data GovernanceFamily planning | Financial wellbeing programs | Flexible vacation | Gender-affirming care | Health insuranceMid-level Full TimeCanada1d ago
-
API Development | AWS | Data Modeling | Data Normalization | Data ValidationBereavement Support | Fertility Family Building Support | Flexible paid time off | Flexible work arrangements | Health, dental, vision coverageSenior-level Full TimeCanada1d ago
-
AI Solution Architect GBP 78K-109KAWS | Architecture Diagrams | Artificial Intelligence | Asset Management | AutomationSenior-level Full TimeRemote - Canada; Remote - Portugal; … R2d ago
-
Forward Deployed Developer, Generative AI, Google Cloud CAD 126K-126KAPIs | Agent systems | Cloud platform | Cost Per Request | CrewAISenior-level Full TimeToronto, ON, Canada; Montreal, QC, Canada2d ago
-
AI Governance | AI strategy | Agentic AI | Artificial Intelligence | Automation workflowsCertification support | Dental insurance | Employer matching | Flexible work arrangements | Fully remoteSenior-level Full TimeCanada R2d ago