What are the responsibilities and job description for the Machine Learning Engineer - Foundation Models 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 seeking an exceptional AI Foundation Model Engineer to design, implement, test, and deploy state-of-the-art foundation models on our robots.
In this role, you will :
- Develop, fine-tune, and optimize foundation models for the robot, leveraging advanced techniques such as pre-training, fine-tuning, and retrieval-augmented generation (RAG).
- Translate high-level application goals into foundational AI solutions, delivering robust and scalable models that perform effectively in real-world scenarios.
- Build pipelines for training, evaluation, and deployment of models on various platforms, ensuring high performance and adaptability across diverse use cases.
- Stay at the forefront of research, incorporating cutting-edge advancements in AI and foundation models to enhance system capabilities and push technical boundaries.
- Own critical projects end-to-end, from model design and experimentation to deployment and continuous improvement.
- Collaborate with cross-functional teams, including data, software, and systems engineers, to integrate models seamlessly into production workflows.
Qualifications
Must-have :
Nice-to-have :
