Senior Research Engineer, Data Engine
Role details
Job location
Tech stack
Job description
As a Senior Research Engineer focused on Data Engine, you will be responsible for the design and implementation of systems that enable the training, deployment, and utilization of large-scale AI models for robotics. You will guide technical direction, mentor engineers, and ensure the development of robust, scalable data pipelines and ML infrastructure required to make robots significantly more capable in real-world environments. Your work will empower both internal teams and external partners by providing accessible tools and infrastructure for injecting advanced machine learning techniques into robotic applications., * Lead the design and implementation of infrastructure for training and deploying large-scale robotic foundation models.
- Oversee the building and maintenance of data pipelines for collecting, processing, and feeding real-world robot data into machine learning workflows.
- Empower ML researchers and engineers with accessible tools and infrastructure for developing and applying AI techniques in robotics.
- Collaborate with product and engineering teams to define infrastructure requirements and deliver successful solutions for partners and customers.
Requirements
Do you have a Doctoral degree?, * Four-year degree in Computer Science.
- Experience collaborating on medium to large software projects for at least 4 years.
- Experience in programming Python / C++.
- Experience with machine learning (Tensorflow, JAX), cloud computing and containerization (Google Cloud, Docker, Kubernetes), database (SQL, no-SQL), and service-oriented architecture frameworks.
- Proven ability to work with a team, setting directions and driving towards solutions.
Skills that will differentiate your candidacy
- PhD in Computer Science / Engineering with a specialization in Machine Learning and / or Robotics.
- Academic track record of publications in the field of Machine Learning and / or Robotics.
- Experience with Robotic Foundation Models / Vision-Language-Action Models.
- Experience with deploying ML services at scale.