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Machine Learning Engineer
Machine Learning EngineerAlign Technology • Toronto, ON, CA
Machine Learning Engineer

Machine Learning Engineer

Align Technology • Toronto, ON, CA
27 days ago
Job type
  • Full-time
  • Quick Apply
Job description

Description

At Align Technology , we believe a great smile can transform a person’s life, so we create technology that gives people the confidence to take on whatever’s next. We revolutionized the orthodontic industry with the introduction of the Invisalign system, and we have never lost sight of that spirit of innovation. Our diverse and collaborative teams are constantly pushing the boundaries of what’s possible.

We are looking for a 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 ML Engineer, you will design, implement, and train models, and implement them in robust and reliable production solutions.

Role expectations

  • 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.

What we're looking for

  • Bachelor or above degree in Computer Science, Applied Mathematics or relevant engineering disciplines.
  • 5+ years of professional experience in machine learning, data science or data analytics roles.
  • Practical experience implementing ML solutions in production cloud environments.
  • Excellent knowledge of Python, including numpy, pandas, sklearn libraries.
  • Excellent knowledge of SQL.
  • Basic familiarity with C++ or C#.
  • Knowledge of the theoretical foundations of statistical data analysis and hypothesis testing apparatus.
  • Nice to haves...

  • Experience working in highly regulated industries (such as Banking, Financial, Healthcare, Medical Devices, Aerospace, etc.).
  • Familiarity with C++ or C#.
  • Experience with AWS cloud stack.
  • Experience with distributed systems, Spark, Sagemaker, Keras.
  • Experience in CAD / CAM or 3D domain.
  • Experience with Power BI / Tableau.
  • Working knowledge of Git and Atlassian stack (Jira, Bitbucket, Confluence, etc.).
  • Pay Transparency

    If provided, base salary or wage rate ranges are the range in which Align reasonably expects to set a candidate’s pay for the posted position. Actual placement depends on the individual skills and experience level of a candidate plus the total compensation and equity across team members. For other locations outside of the primary location, the base salary range will be adjusted geographically.

    For Field Sales roles, the salary listed is the base pay only and does not include the applicable incentive compensation plan. A cost of living adjustment may be added to base pay for higher cost areas in the U.S.

    Our internship hourly rates are a standard pay determined based on the position and your location, year in school, degree, and experience.

    This posting is for an existing vacancy within our organization. Canadian work experience is not required for this position.  We welcome applicants from all backgrounds.

    We use automated tools (including artificial intelligence “AI”) in our hiring process. This may include AI-based screening or assessment of applications. All final hiring decisions will be made by humans.

    Applicant Privacy Policy :

    Review our Applicant Privacy Policy   for additional information.

    Equal Opportunity Statement :

    Align Technology is an equal opportunity employer. We are committed to providing equal employment opportunities in all our practices, without regard to race, color, religion, sex, national origin, ancestry, marital status, protected veteran status, age, disability, sexual orientation, gender identity or expression, or any other legally protected category. Applicants must be legally authorized to work in the country for which they are applying, and employment eligibility will be verified as a condition of hire.

    Your growth and well-being :

    At Align, every smile matters. We’re committed to helping you thrive by supporting the health, growth, and well-being of our team members through a variety of tools and programs. While specific offerings may vary by location and role, Align employees can typically expect :

  • Health and well-being programs to keep you thriving in both body and mind.
  • Employee-exclusive discounts on Invisalign products.
  • Learning opportunities through online learning resources and support for your individual development plans.
  • Inclusive, global workplace that fosters collaboration, recognition and belonging.
  • Country and / or role specific details will be shared with you by your recruiter during the interview process.

    Discover Align :

    We are a global community of game-changers and smart team players, united by our belief in the power of a smile. Our dynamic team of exceptional employees is dedicated to transforming the industry and creating extraordinary outcomes every day.

    Align’s core values of agility, customer, and accountability are more than words to work by, they are words we live by. The actions we take every day speak to who we are as a company and our focus on being truly impactful. We celebrate our differences, and the many ways we support one another— ultimately creating a more inclusive organization and world as we continue transforming smiles and changing lives.

    We foster a culture where thinking differently and seeking new experiences are not just encouraged but celebrated. With the Align Mindset, we empower each other, ensuring every voice is heard and valued in an inclusive environment that inspires creativity and collaboration.

    At Align, we believe in the power of a smile, and we know that every smile is as unique as our employees. As we grow, we are committed to building a workforce rich in diverse cultural backgrounds and life experiences, fostering a culture of open-mindedness and compassion. We live our company values by promoting healthy people and healthy communities, all with the intent of changing millions of lives, one unique smile at a time.

    As part of our commitment to innovation, Align Technology includes exocad and Cubicure, companies that enhance our offerings and extend our impact to industry transformation.

    Eager to learn how we embrace our global differences and nurture employee well-being?

    Explore Align's culture here!

    Want to discover more about exocad and Cubicure ? Click on their names for additional information.

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