Backend Developer, Machine Learning
Tasks
- Automate model retraining drift monitoring and governance
- Build backend components for low latency scalable solutions
- Collaborate with product engineering and marketing on data and ML solutions
- Deploy models and evaluate performance
- Design and develop machine learning pipelines
- Develop RESTful APIs for machine learning services
- Monitor production machine learning pipelines
- Productionize and scale machine learning solutions
- Support batch and streaming real time model predictions
Perks/Benefits
- Adventure pass
- Annual Wellness Perk
- Commuter perk
- Comprehensive health plans
- Flexible paid time off
- Learning allowance
- Parental leave top-up
- RRSP matching
- Travel experience perk
- Work-from-anywhere program
Skills/Tech-stack
AWS | AWS Bedrock | AWS Lambda | Amazon DynamoDB | Amazon EKS | Amazon Kinesis | Amazon Redshift | Amazon SageMaker | CI/CD | Dataiku | Docker | GitLab | Kubernetes | Low Latency | Low-Latency Systems | ML Ops | Machine Learning | PySpark | Python | RESTful APIs | Recommendation Systems | SQL | Snowflake | Snowpark | Spark | Splunk | Tableau
Education
N/A
Roles
Backend | Backend Developer | Developer | Engineer | Learning Engineer | Machine Learning Engineer
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