Senior Machine Learning Engineer (Fraud)
Tasks
- Build and scale feature pipelines and training datasets
- Collaborate with engineering fraud analytics product and ML platform to define requirements and evaluate tradeoffs
- Develop fraud prediction models for real time transaction decisions
- Improve team model building processes
- Instrument measurement and monitoring for fraud pattern changes
- Integrate models into batch and real time decision systems
- Monitor model and data health and manage retraining workflows
- Prototype modeling ideas and run offline experiments
Perks/Benefits
- Dental coverage
- Employee Stock Purchase Plan (ESPP)
- Flexible spending wallets
- Health coverage
- Remote work option
- Tech spending stipend
- Time off
- Vision coverage
Skills/Tech-stack
Airflow | Apache Spark | Batch Processing | CatBoost | Dask | Data Pipelines | Deep learning | Distributed Computing | Experimentation | Feature Engineering | Feature Pipelines | Graph Data | Kubeflow | LightGBM | MLflow | Machine Learning | Model Deployment | Model Monitoring | PyTorch | Python | Ray | Real Time | Real-time Systems | Tabular Data | Time Systems | XGBoost
Education
Related jobs
-
Lead Machine Learning Engineer CAD 156K-251KAWS | Azure | CI/CD | Cloud Computing | Cloud platformAutonomy | Career development support | Learning and development programs | Mentorship and coachingSenior-level Full TimeToronto, Canada R10h ago
-
AI Foundry | Agent systems | Anthropic Claude | Azure AI | Azure AI FoundryCaregiver leave | Continuous development support program | Employee assistance program | Flexible paid time off | Parental leaveMid-level Full TimeMississauga R18h ago
-
Machine Learning Engineer (Platform) USD 156K-211KAWS | CPU Optimization | Data Processing | Data throughput | Distributed TrainingRemote workSenior-level Full TimeRemote-US R1d ago
-
Senior-level Full TimeToronto R1d ago
-
Senior Software Engineer, MLOps CAD 175K-220KAgile | Airflow | Batch Processing | DBT | Data PipelinesCharitable donation match | Flexible time off | Medical/Dental/Vision | Paid parental leave | Professional development budgetSenior-level Full TimeRemote - Alberta, Canada R1d ago
-
AI Solutions Engineer CAD 90K-110KAI Agents | API Integration | Alerting | Cause analysis | Content ManagementDental insurance | Employee discounts | Medical insurance | Paid time off | RRSP matchMid-level Full TimeHybrid- Toronto, ON R1d ago
-
Machine Learning Engineer (Remote) CAD 401KConcurrency | Data Pipelines | Data Processing | Data Structures | Distributed SystemsConference support | Health benefits | Mental health care | Paid time off | Parental leaveMid-level Full TimeAlberta, Canada; British Columbia; Calgary, Alberta, … R1d ago
-
Airflow | Autogen | ClickHouse | CrewAI | DagsterAnnual performance bonus | Equipment support | Flexible working hours | Gifts and rewards | Lunch allowanceSenior-level Full TimeCanada R1d ago
-
Alerting | Amazon Aurora | Amazon Redshift | Batch Processing | CI/CDFully remote work | Ownership of data reliability strategySenior-level Full TimeCanada R2d ago
-
Agentic AI | Backend Engineering | Cloud Computing | Deployment | Generative AIAnnual bonus programs | Equity incentives | Health wellness and retirement benefits | Paid leave | Professional development budgetSenior-level Full TimeCanada R2d ago
-
AI/ML Technical Practice Lead CAD 131K-170KAWS Agentic AI | AWS CloudFormation | AWS ECS | AWS Fargate | AWS IAMContinuous learning culture | Professional development | Remote work | Training sessions | Travel opportunitiesSenior-level Full TimeCanada - Remote R2d ago
-
AI Data Engineer CAD 120K-154KAWS | Amazon Redshift | CI/CD | Data Governance | Data ModelingCritical illness insurance | Extended Healthcare Plan | Flexible hours | Group Life AD D | Group RRSPSenior-level Full TimeToronto, Ontario, Canada - Remote R2d ago
-
Senior Applied AI/ML Developer CAD 123K-180KCausal Inference | Data Analysis | Deep learning | Experimental Design | Information RetrievalSenior-level Full TimeAMER - Canada - Ontario - … R2d ago
-
Senior Software Engineer - Canada CAD 120K-150KApache Cassandra | Apache Flink | Apache Hadoop | Apache Kafka | Apache SparkAccidental insurance | Canada Life Policy | Dental care | Extended health care | Health insuranceSenior-level Full TimeCalgary, Alberta, Canada - Remote R2d ago
-
GenAI Engineer CAD 135K-170KA/B | A/B Testing | B testing | Cost Optimization | ExperimentationCareer development opportunitiesSenior-level Full TimeCanada - Remote R2d ago
-
Staff/Lead Python Engineer (FastAPI, Orchestration) EUR 82K-112KAsynchronous programming | Cloud platform | Concurrent programming | FastAPI | GenAIAnnual learning and development budget | Co-working budget | Company laptop | Enhanced parental leave | Flexible scheduleSenior-level Full TimeRemote Anywhere R3d ago
-
AWS | AWS SageMaker | Data 360 | Data Federation | Data ModelingFully remote | Opportunity for Greenfield Work | Supportive collaborative cultureMid-level Full TimeCanada R4d ago
-
Staff Machine Learning Engineer CAD 195K-235KAWS | Agile | Docker | Generative AI | JAXGenerous leave | Professional development budget | Remote work | Wellbeing daysSenior-level Full TimeCAN: British Columbia Remote R4d ago
-
AWS | Apache Airflow | CI/CD | Cloud platform | Data PipelinesAccess to modern development tools and hardware | Collaborative innovation focused environment | Continuous learning opportunities | Equity opportunities | Medical, dental, and vision benefitsMid-level Full TimeCanada R4d ago
-
Amazon Web Services | Apache Spark | Big Data | Data Analysis | Data setsRemote workSenior-level Full TimeMontreal, QC, Canada R4d ago
-
AWS | Azure | Bitbucket | DBT | Data ModelingAccidental death and dismemberment coverage | Company equity participation | Continuous learning and professional development | Critical illness coverage | Flexible remote work environmentSenior-level Full TimeCanada R5d ago
-
Engineering - Internal AI Transformation USD 74K-110KAPIs | Agentic Workflows | Auditability | Authentication | DockerAnnual company offsite | Co-working stipend | Learning and development stipend | Social travel stipendEntry-level Full TimeUnited States R5d ago
-
Staff Machine Learning Engineer CAD 143K-214KA/B | A/B Testing | B testing | Batch inference | CI/CDSenior-level Full TimeREMOTE-CANADA, Canada R5d ago
-
Senior-level Full TimeREMOTE-CANADA, Canada R5d ago
-
Staff Machine Learning Platform Engineer CAD 216K-297KAWS | Access Control | Access Management | Airflow | CI/CDComprehensive benefits | Equity | Hybrid work | Remote work up to 4 weeks per yearSenior-level Full TimeKitchener-Waterloo, ON; Toronto, ON R5d ago