Senior Machine Learning Engineer, Causal & Decision Systems
Hybrid- Toronto, ON
R
CAD 150K-190K (estimate) Senior-level Full Time
Tasks
- Apply constrained optimization
- Automate model deployment within guardrails
- Build causal response models
- Choose actions using uncertainty
- Deploy production machine learning systems with monitoring
- Design contextual bandits and active learning
- Estimate uncertainty for decisions
- Evaluate policies with counterfactual and off policy methods
- Perform policy learning
- Run experimentation for champion challenger systems
- Use behavioral datasets to improve decision systems
Perks/Benefits
- N/A
Skills/Tech-stack
Active Learning | Calibration | Causal Inference | Constrained optimization | Contextual Bandits | Counterfactual evaluation | Data analytics | Decision Making | Experimentation | Heterogeneous treatment effects | Machine Learning | Model Monitoring | Off Policy | Off-policy evaluation | Optimization | Policy Evaluation | Policy learning | Production Machine Learning | Python | Reinforcement Learning | SQL | Sequential decision making | Statistical modeling | Uncertainty Estimation
Education
N/A
Related jobs
-
Sr Analytics Developer, Finance, Brokerage & Market Risk CAD 151K-189KAWS | Amazon Redshift | Amazon S3 | Apache Airflow | DBTEmployer matched savings plan | Flexible sick leave | Health benefits | Life insurance | Paid vacationSenior-level Full TimeRemote (Canada) R13h ago
-
Data Engineer, DMP CAD 87K-108KApache Airflow | Apache Spark | BigQuery | Cloud Dataflow | Data ModelingBirthday day off | Course Reimbursement Program | Free online doctor visits | Hybrid work environment | Learning academyMid-level Full TimeOakville, Canada R17h ago
-
Data Engineer CAD 100K-170KAWS | Apache Airflow | Azure | BigQuery | Cloud Computing401k | Asynchronous work culture | Autonomy | Company paid life insurance | Disability coverageMid-level Full TimeRemote - US or Canada R18h ago
-
AWS | Access Control | Alerting | Audit Logging | AzureCollaborative environment | Fully remote option in Canada | Mentoring and leadership opportunities | Opportunity to shape organization wide machine learning and generative AI infrastructure strategySenior-level Full TimeCanada R1d ago
-
AWS | AWS CloudFormation | Alerting | Amazon Kinesis | Apache FlinkCollaborative environment | Comprehensive medical benefits | Financial benefits | Remote work (Canada) | Technical ownershipMid-level Full TimeCanada R1d ago
-
AI Assisted Development | Analytical Databases | ClickHouse | Data Engineering | Data PipelinesFully remote work | Mentorship opportunities | Significant autonomy | Technical leadership autonomySenior-level Full TimeCanada R1d ago
-
AWS | Access Control | Apache Airflow | Apache Flink | ClickHouseCollaborative work environment | Comprehensive medical benefits | Inclusive workplace | Remote work opportunity | Technical growth and learningSenior-level Full TimeCanada R1d ago
-
Senior Software Engineer - AI Interaction Evaluator (Codex / Claude Code, up to $200/hr) USD 200K-400KClaude Code | Cursor | JavaScript | OpenAI Codex | PythonSenior-level Full TimeMiami R1d ago
-
Agent Orchestration | Agent SDK | Automated testing | CI/CD | Claude Agent SDKHybrid work environmentMid-level Full TimeMontreal 700, Canada R1d ago
-
Staff Engineer - Analytics & Data Architecture USD 220K-262KClickHouse | Columnar Execution | Connection pooling | Data Architecture | Data IngestionLTD insurance | Life insurance | Meal allowance | Medical, dental coverage | OffsitesSenior-level Full TimeRemote - Canada R1d ago
-
AI Solutions Intern (4-Month Contract) CAD 56K-56KAI Studio | Azure | Azure AI | Azure AI Studio | Azure DevOpsEntry-level Contract Full Time InternshipVancouver, British Columbia, Canada R1d ago
-
Senior Software Engineer, AI CAD 135K-170KAPIs | Agent Orchestration | Agent workflows | Airflow | AlbertSenior-level Full TimeRemote, Canada R1d ago
-
Fullstack Software Engineer CAD 176K-226KAPI Design | Java | JavaScript | Node.js | Performance EngineeringSenior-level Full TimeCA-Ontario-Toronto R1d ago
-
APIs | AWS | Access Management | Azure | Azure DataFull-time role | Occasional travel within Alberta | Remote within CanadaSenior-level Full TimeEdmonton, Alberta; Calgary - Remote Position, … R1d ago
-
Senior Machine Learning Engineer CAD 150K-188KAdvertising Auctions | Airflow | Automated retraining | BigQuery | Convolutional Neural Networks401k match | Caregiving support | Family planning support | Flexible vacation | Gender-affirming careSenior-level Full TimeRemote - Ontario, Canada R1d ago
-
Software Engineer, Data Platform CAD 130K-165KAWS | Access Control | Amazon Redshift | Apache Airflow | Apache FlinkFinancial benefits | Medical benefits | Other benefits | Performance bonusMid-level Full TimeMovable Ink - Toronto (Remote) R1d ago
-
Data Engineer, Event Data CAD 130K-165KAWS | AWS CloudFormation | Alerting | Amazon Kinesis | Apache FlinkFinancial benefits | Medical benefits | Other benefitsMid-level Full TimeMovable Ink - Toronto (Remote) R1d ago
-
Azure Data | Azure Data Factory | Azure Data Lake | Azure Data Lake Storage | Azure Data Lake Storage Gen2Flexible work environment | Fully remote | Remote autonomySenior-level Contract Full TimeCanada R2d ago
-
APIs | AWS Lambda | AWS RDS | AWS S3 | AWS SNSAutonomy | Fully remote | Operational excellence | Professional development | Team collaborationSenior-level Full TimeCanada R2d ago
-
(Canada) Principal ML System Engineer CAD 153K-200KAWS | Access Control | Alerting | Audit Logging | AuthenticationSenior-level Full TimeRemote or Mississauga R2d ago
-
ML Engineer CAD 160K-180KA/B | A/B Testing | Anomaly Detection | B testing | BigQueryDental insurance | Health insurance | Hybrid work environment | Vision insuranceMid-level Full TimeVancouver R2d ago
-
Data Engineer - student CAD 55K-60KAgile methodologies | Apache Airflow | Apache NiFi | Argo Workflows | DBTAccidental Death and Dismemberment AD and D | Dental benefits | Employee Assistance Program (EAP) | Employee discounts | Extended health benefitsNone Full TimeOttawa - Palladium, Canada R2d ago
-
Consultant, Data Engineer CAD 92K-120KAzure Databricks | Code review | Data Engineering | Data Pipelines | DebuggingBanking benefits | Career development support | Employee recognition program | Paid time off | Wellbeing supportSenior-level Full TimeToronto-81 Bay, 15th Floor, Canada R2d ago
-
Senior AI Data Engineer CAD 119K-154KAI Agents | Agent Orchestration | BigQuery | CRM | Customer DataHealth benefits | Parental leave | Professional development stipend | Remote work flexibilitySenior-level Full TimeRemote - Canada R2d ago
-
Senior Data Engineer CAD 120K-145KAzure Fabric | CI/CD | Data Modeling | Data Transformation | Data extractionFlexible working hours | Health and wellness benefits | Learning and development | Parental leave | Retirement planningSenior-level Full TimeToronto R2d ago