Senior Machine Learning Engineer
New
D
DatatonicAI & Data
CanadaFull-TimeSenior
Salary not disclosed
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Job Details
- Experience
- Multiple years experience
- Required Skills
- AWSPythonSQLFlaskGCPMachine LearningAzureData engineeringData scienceMLOpsGenerative AI
Requirements
- Multiple years experience as a Machine Learning Engineer
- Proficiency in Python as a backend language, capable of 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 (e.g., Flask in Python)
- Strong communication and presentation skills to effectively convey technical concepts
- Strong ML & Data Science fundamentals
- Excellent communication and consulting skills
Responsibilities
- Engineer beautiful code in Python, focusing on high-quality engineering and best practices in production software as well as rapid prototypes
- Lead projects and take an active role in leading client discussions
- Build trusted relationships with prospects
- Find creative ways to use machine learning to solve problems
- Scope projects and oversee the delivery of engagements
- 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 (MLOps)
- 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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