Artificial Intelligence and Machine Learning Engineer
4 weeks ago
Sanctuary AI, a leading innovator in AI and robotics, is seeking a highly skilled Machine Learning Engineer to join our team of experts. As a Machine Learning Engineer, you will play a crucial role in developing and deploying innovative AI and machine learning solutions for our robotic systems.
Key Responsibilities- Design, develop, and deploy machine learning models and algorithms to address specific business needs and challenges.
- Collaborate with cross-functional teams to identify opportunities for applying machine learning techniques to solve complex problems.
- Implement scalable and efficient software solutions to integrate machine learning models into production systems.
- Optimize and fine-tune machine learning algorithms for improved performance and accuracy.
- Conduct thorough testing and validation of machine learning models to ensure robustness and reliability.
- Master's degree or Ph.D. in Computer Science, Engineering, Mathematics, or a related field.
- 3+ years of demonstrated experience in a wide variety of ML methods with a focus on a specialization such as dexterous manipulation with reinforcement learning or imitation learning, computer vision for robotics, or natural language processing.
- 4+ years of experience in software engineering, with a focus on developing and deploying production-grade applications.
- Working experience with ROS2.
- Development experience with parallel computing such as CUDA, OpenMP, SSE, etc.
- Experience with Atlassian tools; Jira, GitLab, Confluence.
- Experience taking ML models to production.
- Hands-on experience with popular machine learning frameworks and libraries such as TensorFlow, PyTorch, scikit-learn, etc.
- Experience with cloud platforms (e.g. AWS, Azure, GCP) and distributed computing frameworks (e.g., Spark) is a plus.
- Familiarity with robotics principles and technologies is highly desirable.
- Publications in leading AI, ML or robotics conferences.
Sanctuary AI is an equal opportunity employer; employment with Sanctuary AI is governed based on skills, competence, and qualifications and will not be influenced in any way by race, color, religion, gender, national origin/ethnicity, veteran status, disability status, age, sexual orientation, gender identity, marital status, mental or physical disability, or any other legally protected status.
Full-time (non co-op) employees enjoy medical/dental/vision coverage, life insurance, wellness programs, stock options, paid time off (3 weeks vacation accrued annually, paid statutory holidays, paid statutory sick leave, and statutory parental leave), scheduling and worksite flexibility by role, and more.
About Sanctuary AISanctuary AI is a Vancouver, Canada-based company founded in 2018 by Geordie Rose, Olivia Norton, and Ajay Agrawal. Our mission is to create the world's first human-like intelligence in general-purpose robots that will help us work more safely, efficiently, and sustainably. And in the not-too-distant future, help us explore, settle, and prosper in outer space.
Members of the Sanctuary AI team founded D-Wave (a pioneer in the quantum computing industry), Kindred (first use of reinforcement learning in a production robot), and the Creative Destruction Lab (pioneered a revolutionary method for the commercialization of science for the betterment of humankind). The team has experience launching market-defining innovations rooted in previously unsolved and deep scientific problems.
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