What you'll work on
- Set research directions in robot learning for dexterous manipulation, from framing the problem to results that hold up on robots.
- Develop methods that learn from large-scale human supervision: teleoperated demonstrations, interventions and corrections, and human feedback used as reward.
- Design experiments across the DF1 fleet, and build the evaluations that separate a real improvement from noise.
- Train and post-train vision-language-action models with behavior cloning, supervised fine-tuning, and reinforcement learning.
- Work with research and applied engineers to turn new techniques into models that run on deployed Cassie and Sonny robots.
- Share results through internal write-ups and technical reports.
Requirements
- 5+ years of research experience in robot learning, machine learning, or a related field, through a PhD or equivalent industry experience.
- A track record of original work in robot learning, imitation learning, reinforcement learning, or large-model training, shown through publications, open-source work, or shipped systems.
- Strong Python and hands-on experience with PyTorch or JAX.
- Experience running experiments on physical robots, not only in simulation.
- Clear communication of results, including the negative ones.
Nice to haves
- Vision-language-action models, or diffusion and flow-matching policies.
- Learning from human feedback, interventions, or reward modeling.
- Bimanual or dexterous manipulation.
- Large-scale distributed training.
- Not afraid to step foot in a factory or a warehouse.
Why Tutor?
Whether you’re designing robots, closing deals, running deployments, or creating the processes that help us scale, your work doesn’t sit on a shelf. It shows up on real production floors, making physical work safer and more affordable.
Our team of 160+ is driven by curiosity and a genuine love of building. Everyone here takes real ownership, learns fast, and holds a high bar while having each other’s backs. If you love hard problems and creating things that didn’t exist before, you’ll fit right in.
BenefitsWe take care of our team so they can do their best work. At Tutor, you’ll get:
- Fully employer-covered health insurance, so you’re protected without the premium.
- A managed 401(k) to help you plan for the future.
- Generous time off: unlimited PTO and all federal holidays off for full-time salaried employees, and 16+ days of accrued paid time off plus 1.5x pay on federal holidays for hourly employees.
- Regular in-office meals and team social events throughout the year.
As Tutor grows, so will our benefits. We’re continuing to invest in ways to support our team at work and beyond.
Tutor Intelligence is an equal opportunity employer and welcomes applicants from all backgrounds.
Skills Required
- Exceptionally strong programming skills and comfort with one or more programming languages
- Natural collaborator who is comfortable working closely in a team setting
- Interest in robotics and the future of the physical economy
- Willingness to work in factories or warehouses
- Advanced proficiency with Python and/or TypeScript and React
- Experience with robot arms or manipulation
- Experience with motion planning and robot optimization
- Experience with perception or computer vision, deep or classical
- Experience with infrastructure and DevTools, including systemd, Docker, or Kubernetes
- Experience with hardware and software integration
What We Do
We believe robots are the biggest lever we have to making the physical world a better, more affordable place. But robots are a rounding error in our society: nearly nine out of ten American factories and warehouses don’t even have a single robot, and robots have yet to make their way into our homes or places of business. Tutor Intelligence is changing that. Tutor is a robotics research and deployment company, building generally capable robot hardware and artificial intelligence to enable robots to go where no robots have gone before. Sonny is a semi-humanoid robot with frontier dexterity approaching the human form. Cassie does back-breaking work, moving boxes, pallets, and bulk goods for businesses from family-owned manufacturers to some of the largest brands in the world. Tutor robots are manufactured at scale and operate as a network, combining the whole fleet’s learned experience to train ever more capable robot artificial intelligence. Founded at MIT and headquartered in Watertown, MA, our team is full stack: we design and manufacture robot hardware, train our own models, work directly with the smallest and largest end-customers, and maintain our fleet across the United States. We’re a team of researchers, engineers, technicians, operators, and sellers who love building things and solving hard problems.
Why Work With Us
Whether you’re designing robots, closing deals, running deployments, or creating the processes that help us scale, your work doesn’t sit on a shelf. It shows up on real production floors, making physical work safer and more affordable. Our team of 160+ is driven by curiosity and a genuine love of building. Everyone here takes real ownership, lear
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