| Company |
Compass Digital |
| Job title |
Senior Machine Learning Platform Engineer |
| Job location |
Canada |
| Type |
Full Time |
Responsibilities:
- Develop a comprehensive understanding of business requirements and data infrastructure.
- Integrate and manage data from multiple sources for robust platform functionality.
- Contribute to designing and enhancing platform features for automated ML & AI solutions.
- Gain in-depth knowledge of business areas and corresponding technical challenges.
- Tackle unstructured technical problems independently.
- Collaborate with teams to refine platform concepts and prototypes for stakeholder needs.
- Design, develop, and deploy scalable ML and AI systems and workflows across projects.
- Partner with strategic business stakeholders for data-driven insights and platform solutions.
- Maintain and support ML and AI platforms for reliability and performance.
- Deliver automated decision-making systems aligned with business goals and support them.
- Review and contribute to technical documentation for platform solutions.
- Ensure high-quality code and adherence to software development best practices.
- Measure and monitor the accuracy and performance of deployed models and platform solutions.
Requirements & Skills:
- Background in Computer Science, Computational Science, Mathematics, or a related field.
- Solid knowledge of general Machine Learning concepts in theory and application.
- Advanced programming skills in Python.
- Experience with Machine Learning frameworks and libraries: TensorFlow, PyTorch.
- Experience deploying Machine Learning applications to production environments.
- Experience deploying infrastructure on cloud platforms (AWS, GCP, Azure).
- Experience with big data solutions and excellent written/verbal communication skills for relaying complex concepts to non-technical users.
