Senior Technical Manager, Machine Learning Infrastructure
2 weeks ago
About the Role:
We are seeking a highly experienced Senior Technical Manager to lead the development and expansion of our machine learning (ML) capabilities at Boston Dynamics. As a key member of our Central Software team, you will be responsible for overseeing the design, implementation, and operations of our ML infrastructure, pipelines, and platforms.
Your Impact:
- Design and implement a robust ML platform that facilitates the end-to-end ML lifecycle, from data ingestion and model training to deployment and monitoring.
- Own the overall design and long-term growth of our ML platform, including data management, compute for model training, deployment, and optimization.
- Lead a team of ML engineers and platform specialists, fostering a collaborative, accountable work environment.
- Work closely with cross-functional teams, engineering leadership, and business stakeholders to identify critical business questions, understand requirements, and prioritize needs.
- Propose and communicate roadmaps, schedules, and design concepts.
- Serve as a technical resource to your team and stakeholders across BD pursuing ML-enabled solutions.
- Implement and enforce best practices for security, data privacy, and compliance within the ML platform.
- Develop comprehensive ML platform documentation, including guidelines, best practices, and training materials.
- Stay abreast of the latest advancements in ML technologies and choose appropriate tools and frameworks to enhance the platform's capabilities.
Your Qualifications:
- 10+ years industry experience designing and implementing ML infrastructure.
- 5+ years leading, managing, and mentoring teams in the ML space.
- Demonstrated experience gathering requirements, structuring deliverables, and managing agile projects.
- Proven track record developing, debugging, and deploying complex applications in Python, Julia, C++, or equivalent.
- Demonstrated proficiency using ML libraries/frameworks (PyTorch, Tensorflow, Keras, Pandas, Numpy).
- Strong expertise in ML infrastructure technologies (e.g., k8s, Docker, PyTorch, Airflow, etc.).
- Experience using hybrid infrastructure, combining on-prem and cloud (GCP, AWS, Azure) resources, for ML applications.
- Ability to work collaboratively in cross-functional teams.
- Excellent communication and interpersonal skills.
- Masters' Degree in Computer Science, Machine Learning, or a related field - or equivalent industry experience.
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Waltham, Massachusetts, United States Boston Dynamics Full timeJob Title: Senior Technical Manager, Machine Learning PlatformAs a Senior Technical Manager on the Central Software team at Boston Dynamics, you will be responsible for spearheading the development and expansion of machine learning capabilities. You will oversee the design, implementation, and operations of infrastructure and pipelines that unify how our...
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