about 15 hours ago
Remote, CanadaSenior / Staff+
H1B Sponsor
Responsibilities
- Teach and guide product teams on data and ML best practices.
- Conduct complex data analysis and ML modeling as needed.
- Create, tune, and productionize ML models for various tasks.
- Design AI-driven workflows to process unstructured data.
- Integrate models and workflows into production systems.
- Identify and scope AI opportunities with product teams.
- Define patterns and best practices for data ingestion and model usage.
- Mentor junior data/ML engineers and analysts.
Requirements
- 5+ years in data science, ML engineering, or a similar applied role.
- Strong Python skills and experience with pandas.
- Experience with PySpark or other distributed data processing frameworks.
- Solid understanding of ML fundamentals and model evaluation.
- Proficiency with PyTorch or a similar deep learning framework.
- Strong SQL skills and experience with modern data warehouses.
- Experience serving as a technical lead across multiple teams.
- Strong communication skills to drive alignment across teams.