The Role
The Senior ML Research Engineer will design and develop machine learning pipelines for robotics solutions, collaborate across teams to integrate AI models into applications, and optimize model inference for real-time performance. The role requires expertise in modern ML architectures and programming, with a focus on building scalable AI products.
Summary Generated by Built In
We are seeking a Senior ML Research Engineer to design and refine cutting-edge AI systems for next-generation robotics. You will build robust onboard and offboard AI foundations, driving innovation in machine learning pipelines and real-time robotics applications.
Responsibilities:
- Develop experimental ML pipelines for robotics solutions, focusing on onboard and offboard AI stacks.
- Implement and evaluate advanced robotics and ML research, adapting techniques to solve emerging challenges.
- Optimize inference speed of large models for real-time robotics applications.
- Build and maintain scalable, end-to-end differentiable evaluation systems.
- Collaborate with robotics, hardware, and product teams for seamless AI model integration.
Qualifications:
- PhD in Machine Learning, AI, Robotics, Computer Science, or related field with 3+ years of industry experience.
- Proficiency in multimodal models, modern ML architectures (e.g., transformers, diffusion models), and reinforcement learning.
- Expertise in deep learning frameworks such as PyTorch, JAX, or TensorFlow.
- Strong programming skills in C++ and Python.
- Must be on-site with no remote work option.
Preferred Skills:
- Experience in designing high-quality ML experimentation and data pipelines.
- Expertise in object pose estimation, bimanual manipulation, and synthetic data.
- Familiarity with edge compute architectures and ML software engineering best practices.
- Proven ability to thrive in a fast-paced startup environment.
Top Skills
C++
Python
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The Company
What We Do
RoboForce, an AI-Robotics company, is building a first-of-its-kind Robotic Workforce System to take on the most tedious, force-demanding, and dangerous work humans don't have to do