What are the responsibilities and job description for the Machine Learning Engineer - Robot Manipulation position at Maven Robotics?
Company Overview
Maven Robotics is building the world's leading general-purpose AI robots.
We are currently operating in stealth and are growing the world's best team in AI robotics. We are looking for self-starters that are the world's best in their field, who can innovate from a deep understanding of the fundamentals, and who share our values of unwavering truth seeking and integrity, humility, curiosity, and relentless determination.
Role Description
We are looking to recruit an exceptional Machine Learning Engineer - Robot Manipulation to design, implement, test, and deploy robot manipulation algorithms that enable assembly and material movement tasks.
In this role you will :
- Design and implement machine learning algorithms, with a focus on reinforcement learning (RL) and imitation learning (IL), to enable robotic manipulators to perform complex tasks in dynamic environments.
- Translate high-level objectives into machine learning problems and deploy robust, scalable models to real-world robotic systems.
- Integrate your ML solutions into existing robotics workflows, ensuring that models are performant in both simulated and real-world settings.
- Drive innovation by incorporating the latest research in machine learning into practical applications that push the boundaries of robotic manipulation.
- Take ownership of critical ML projects, seeing them through from conception to successful deployment.
- Collaborate across disciplines to ensure seamless integration of ML models and provide technical mentorship to junior engineers.
Qualifications
Must-have :
Nice-to-have :
