Machine Learning Platform Engineer
6 days ago
How You Will Make An Impact
- Transform proofs of concepts into scalable solutions, helping product teams deliver new robot capabilities to customers.
- Evolve and scale fielded solutions, enabling continuous model improvement and redeployment
- Dig into and optimize both cloud and on-robot ML system implementations, for accuracy and efficiency
- Work closely with other members of the ML Platform team to implement, deploy, and maintain ML infrastructure
- Work with stakeholders across BD to understand requirements, ensuring deployed solutions meet end-user needs
- Own end-to-end delivery of new capabilities, spanning implementation, testing, deploying, and operations
- Be an active participant in our agile development process, coordinating work with others, calling out challenges, and communicating progress regularly
- Use your experience to mentor/upskill peers and other contributors across the organization
- Hands-on experience or Interest in ML application for robotics
- 7+ years experience as a Senior Software Engineer or ML engineer
- Demonstrated proficiency in Python, Julia, or R, and related frameworks (PyTorch, Tensorflow, Pandas, Numpy)
- Knowledge of distributed computing & big data technologies for large datasets (e.g., Spark)
- Familiarity with cloud platform (e.g., Google, AWS) and scalable ML deployment methods (Docker, K8s, Ansible, Terraform)
- Experience with data processing and data cleaning techniques
- Experience with Agile, Scrum or other lean methods
- Ability to work collaboratively in cross-functional teams
- Bachelors in Engineering, Computer Science, or other technical area
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