10 дней назад
Software Engineer V – Applied ML Research (Robotics)
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Описание вакансии
Текст:
TL;DR
Software Engineer V – Applied ML Research (Robotics): Building and deploying machine learning systems for robotic grasping and manipulation with an accent on neural network design, simulation, and production robotics. Focus on designing ground-truth evaluation, training cloud-based models, deploying them to robot fleets, and solving grasping problems in chaotic real-world environments.
Location: Charlestown, MA, United States; hybrid work from the headquarters at least 3 days a week
Company
develops physical AI and warehouse robots that automate truck and container unloading across global supply chains.
What you will do
- Own the machine learning intelligence for robotic grasping, including gripper configurations and tool selection.
- Translate machine learning research into production systems by modifying architectures, managing training pipelines, and deploying models to the robotic fleet.
- Design evaluation infrastructure using real-world field telemetry and live trailer environments.
- Develop and validate grasping and manipulation strategies in high-fidelity robotics simulations before hardware deployment.
- Collaborate with perception and motion-planning engineers through design discussions, code reviews, and debugging.
- Use AI coding assistants and modern development workflows to accelerate engineering delivery.
Requirements
- 6+ years of experience shipping and maintaining end-to-end machine learning systems; an MS degree counts as two years of experience.
- Experience deploying machine learning models in complex physical robotic systems.
- Deep expertise in custom neural-network and model design, beyond off-the-shelf APIs.
- Experience architecting and running medium- to large-scale cloud training pipelines.
- Mastery of Python, modern software engineering practices, and classical robotics concepts including motion planning, kinematics, geometry, and perception.
- BS or higher in Robotics, Computer Science, or a related technical field, with the ability to work from the Charlestown headquarters at least 3 days per week.
Nice to have
- Experience spanning perception and motion planning.
- Robotics simulation experience with Isaac Sim or MuJoCo.
- Experience with GCP.
- Daily use of AI coding assistants.
Culture & Benefits
- Work on physically deployed robots operating in warehouse logistics environments.
- Collaborate in a small applied ML team of two.
- Combine classical robotics with state-of-the-art neural networks.
- Work in an engineering environment focused on real-world operational performance rather than static benchmarks.
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