Senior Machine Learning Engineer
New
D
DatatonicAI & Data
This role is open to candidates located anywhere in Canada.Full-TimeSenior
Salary125,000 - 170,000 CAD per year
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Job Details
- Experience
- Multiple years experience
- Required Skills
- PythonSQLGCPMachine LearningData engineeringCI/CDMLOpsGenerative AI
Requirements
- Multiple years experience as a Machine Learning Engineer, preferably with a consulting background.
- Proficiency in Python as a backend language.
- Experience delivering production-ready code in well-tested CI/CD pipelines.
- Familiarity with cloud platforms such as Google Cloud, AWS, or Azure.
- Hands-on experience with foundational software engineering practices.
- Strong knowledge of SQL for querying and managing data.
- Experience scaling computations using GPUs or distributed computing systems.
- Familiarity with exposing machine learning components through web services or wrappers.
- Strong communication and presentation skills.
Responsibilities
- Interpret vague requirements and develop models to solve real-world problems.
- Conduct ML experiments using programming languages with machine learning libraries.
- Leverage generative AI to develop innovative solutions.
- Optimise machine learning solutions for performance and scalability.
- Implement tailored machine learning code to meet specific needs.
- Ensure efficient data flow between databases and backend systems.
- Automate ML workflows, focusing on testing, reproducibility, and feature/metadata storage.
- Create machine learning architectures using Google Cloud tools and services.
- Build and deploy production-grade software for machine learning and data-driven solutions.
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