Sr. Machine Learning Engineer
Apply NowCompany: Align Technology, Inc
Location: Toronto, ON M4E 3Y1
Description:
Sr. Machine Learning Engineer
Department: Information Technology
Employment Type: Full Time
Location: Canada-CHQ-Ontario-Toronto
Reporting To: Manager, Software Engineering - Machine Learning
Description
We are looking for a Sr. ML Engineer to join a team responsible for integrating expert knowledge, statistical and machine learning models in the treatment plans. You will work in close collaboration with colleagues from a larger Treatment Planning group and with clinical experts, focusing on machine learning solutions for orthodontic problems. As a Sr. ML Engineer, you will design, implement, and train models, and implement them in robust and reliable production solutions.
Key Responsibilities
Skills, Knowledge & Expertise
Nice to haves...
#LI-JM1
#LI-Hybrid
Department: Information Technology
Employment Type: Full Time
Location: Canada-CHQ-Ontario-Toronto
Reporting To: Manager, Software Engineering - Machine Learning
Description
We are looking for a Sr. ML Engineer to join a team responsible for integrating expert knowledge, statistical and machine learning models in the treatment plans. You will work in close collaboration with colleagues from a larger Treatment Planning group and with clinical experts, focusing on machine learning solutions for orthodontic problems. As a Sr. ML Engineer, you will design, implement, and train models, and implement them in robust and reliable production solutions.
Key Responsibilities
- Work in an agile team of developers, data engineers and SDETs, and collaborate with other development teams.
- Interact closely with clinical experts, project managers, and product owners to understand problems, analyze specifications,
- formalize functional requirements, and prepare and deliver technical presentations and demos.
- Perform statistical analysis and build machine learning models, perform feature engineering.
- Deliver models to production, monitor their quality, provide further training and incremental improvements.
- Write technical documentation for newly implemented functionality, contribute to verification and validation activities.
- Follow architectural, quality, and regulatory guidelines for medical device software development, demonstrate technical
- leadership, assist and mentor other developers, and uphold high standards of trust, responsibility, and professionalism.
Skills, Knowledge & Expertise
- Bachelor or above degree in Computer Science, Applied Mathematics, or relevant engineering disciplines.
- 8+ years of professional experience in machine learning, data science or data analytics roles.
- Practical experience implementing ML solutions in production using AWS cloud stack
- Excellent knowledge of Python, including numpy, pandas, sklearn libraries.
- Strong knowledge of SQL.
- Basic familiarity with C++ or C#.
Nice to haves...
- Experience with ML in the 3D domain, agentic/RAG systems
- Experience working in highly regulated industries (such as Banking, Financial, Healthcare, Medical Devices, Aerospace, etc.)
- Experience with distributed systems, Spark, Sagemaker, Keras
- Experience with Power BI / Tableau
- Working knowledge of Git and Atlassian stack (Jira, Bitbucket, Confluence, etc.)
#LI-JM1
#LI-Hybrid