AI Platform & Machine Learning Engineer
Tasks
- Build model registry capabilities
- Build reproducible training environments
- Build scalable AI service APIs
- Contribute to technical architecture decisions
- Create dataset ingestion workflows
- Define engineering standards and automation
- Deploy machine learning models to cloud environments
- Deploy models to embedded NVIDIA platforms
- Design CI CD pipelines for machine learning
- Design scalable machine learning infrastructure
- Develop annotation and labeling workflows
- Develop automated benchmarking and model validation pipelines
- Develop continual learning pipelines
- Develop distributed training pipelines
- Generate synthetic data
- Implement experiment tracking
- Implement model versioning
- Manage and validate training datasets
- Monitor deployed model performance
- Optimize inference infrastructure
- Support PEFT and LoRA techniques
- Support automated model retraining
- Support federated learning
- Train evaluate and deploy computer vision models
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Airflow | Annotation tools | Azure | BIM | CI/CD | CUDA | CUDA toolkit | Computer Vision | Data labeling | Dataset Management | Distributed Training | Docker | Experiment tracking | Federated Learning | Google Cloud | Kubeflow | Kubernetes | LoRA | MLflow | Machine Learning | Model Registry | Model versioning | NVIDIA Jetson | ONNX | PEFT | PyTorch | Python | Ray | Semantic Reasoning | TensorFlow | TensorRT | Weights & Biases
Education
N/A
Related jobs
-
Director, AI & Agentic Engineering CAD 200KAI Foundry | AWS Bedrock | Agent Orchestration | Agentic Systems | Artificial IntelligenceHybrid workExecutive-level Full Time135 W 26th Street, New York, … R10h ago
-
[Wattpad] Data Engineer - Maternity Cover CAD 87K-111KAWS DMS | AWS Glue | Amazon DynamoDB | Amazon EMR | Amazon RedshiftHybrid work model | Work from home flexibilityMid-level Contract Full TimeToronto, Ontario R19h ago
-
Senior AI - Computer Vision Engineer CAD 131K-180K3D Computer Vision | BIM | CUDA | Computer Vision | Data pipelineMentorship opportunities | Research and development focus | Technical architecture influence | Work on real world deployed wearable technologySenior-level Full TimeCalgary, Canada R20h ago
-
Data Engineering Developer CAD 85K-166KAPI Integration | Apache Spark | Azure Data | Azure Data Factory | Azure FunctionsActivities | Flexible hours | Paid sabbatical | Parental program | TrainingMid-level Full TimeMontreal (EN) R21h ago
-
APIs | Automated rollback | CI/CD | Cloud Computing | Data DriftCollaborative culture | Comprehensive employee benefits | Mentorship | Professional growth | Remote workSenior-level Full TimeCanada R22h ago
-
Senior Backend Developer, SCM Tech Fulfillment CAD 120K-150KAWS | Airflow | Automated testing | Container Orchestration | DockerCareer development and learning support | Diversity and inclusion initiatives | Fitness membership discount | Generous vacation and PTO | Health and dental benefitsSenior-level Full TimeToronto, Ontario, Canada R1d ago
-
Senior Data Engineer CAD 120K-145KAzure Data | Azure Data Factory | Azure Fabric | Data Factory | Data ModelingAnnual tech allowance | Annual travel allowance | Flexible working hours | Health insurance | Learning and developmentSenior-level Full TimeToronto R1d ago
-
Data Engineer CAD 90K-125KAzure | Azure Data | Azure Data Factory | Azure Fabric | Batch IngestionFlexible working hours | Health and wellness benefits | Learning and development culture | Parental leave | Retirement planningMid-level Full TimeToronto R1d ago
-
Senior Analytics Engineer II CAD 148K-203KAirbyte | Airflow | Alerting | Amazon Redshift | AutomationHealth and dental benefits | Learning and development opportunities | Unlimited paid time off | Work from anywhereSenior-level Full TimeRemote - US & Canada R1d ago
-
Senior Quality Bioinformatics Engineer USD 154K-210KAWS | Agile | Automated testing | Automated testing frameworks | BioinformaticsSenior-level Full TimeUnited States , Canada, United States, … R1d ago
-
Agentic AI | Attribution | Bayesian Methods | Causal Inference | Cloud ComputingExecutive-level Full Time135 W 26th Street, New York, … R1d ago
-
Staff AI Engineer CAD 120K-170KAWS | Azure | CI/CD | CrewAI | DockerHealth insurance | Paid time off | Parental leave | Recognition programs | Wellness programsSenior-level Full TimeRemote-Canada R1d ago
-
Batching | CUDA | Caching | Docker | Fine TuningCollaborate with product and technical leadership | Flexible working schedule | Health, dental, vision, and life insurance | Ownership over architecture and roadmap | Remote work flexibilitySenior-level Full TimeCanada R2d ago
-
AWS | Amazon Kinesis | Apache Airflow | Apache Spark | Cloud platformFull-time opportunity | Fully remote workMid-level Full TimeCanada R2d ago
-
Senior Analyst, Quantitative Data Science CAD 70K-110KAirflow | Analytics engineering | BigQuery | CI/CD | Cloud StorageSenior-level Full TimeQuebec / 1080, Grande Allee West … R2d ago
-
Senior Applied AI Engineer – GenAI Systems CAD 129K-179KAccess Control | Backtesting | CI/CD | Data Lineage | Data QualityHybrid work environment | Inclusion and Diversity support | Learning and development opportunities | Well-being supportSenior-level Full TimeCAN, Ontario, Toronto, 200 Bloor Street … R2d ago
-
Machine Learning Engineer CAD 94K-144KAIOps | Alerting | Azure DevOps | Azure DevOps Boards | Azure Key VaultDental insurance | Disability insurance | Employee assistance program | Health insurance | Life insuranceMid-level Full TimeCAN, Ontario, Toronto, 250 Bloor Street … R2d ago
-
Anomaly Detection | Artificial Intelligence | Basel Regulations | C++ | Credit RiskFlexible vacation | Group insurance | Health and wellness reimbursement | Pension plan | TelemedicineMid-level Full TimeComplexe Desjardins Montréal, Canada R2d ago
-
Data Engineer CAD 92K-135KAWS | AWS CloudWatch | AWS Glue | AWS Glue Studio | AWS LambdaCollaborative inclusive mission driven culture | Dress for your day environment | Education funding | Flexible work arrangements | Hybrid work modelMid-level Full TimeCanada - Remote R2d ago
-
Principal Data Engineer CAD 94K-176KApache Spark | Artificial Intelligence | Big Data | Cloud Computing | Data ArchitectureAccident insurance | Coaching | Health insurance | In-depth training | Life insuranceSenior-level Full TimeSCC, Canada R2d ago
-
Staff Data Engineer CAD 120K-144KApache Kafka | CI/CD | Data Modeling | Data Observability | Data QualityDiversity and inclusion working groups | Flexible working practices | Paid volunteer time off | Parental leaveSenior-level Full TimeCanada - Remote R2d ago
-
Sr. Embedded & Compute Software Developer USD 130K-160KC# | C++ | CUDA | DO-178 | Embedded Systems401k match | Career growth | Dental insurance | Employee assistance program | Health insuranceSenior-level Full TimeRemote (United States); Canada R2d ago
-
Staff + Senior Software Engineer, Inference CAD 163K-200KAWS | Autoscaling | Azure | Batching | CachingEquity donation matching | Flexible working hours | Generous vacation | Parental leaveSenior-level Full TimeOntario, CAN R2d ago
-
Senior AI Applied Scientist II CAD 150K-177KAgent systems | Agentic AI | Autogen | Axolotl | BERTScoreFlexible vacation policy | Free whole-body scans | Health, dental, vision benefits | Mental health coverage | RRSP accessSenior-level Full TimeVancouver, British Columbia, Canada R2d ago
-
Staff Software Engineer, Data (AI) USD 210K-260KAI Evaluation | API | AWS | Amazon Redshift | Data EnrichmentBereavement leave | Fertility and growing family support | Flex Time Off | Health, dental, vision insurance | Life insuranceSenior-level Full TimeAmericas (USA or Canada) R2d ago