Sunnyvale, CA
Research Engineer, Foundation Models
Target start date: Immediately. Relocation provided.
We are at the forefront of developing advanced humanoid robots designed for household use. Our mission is to create an abundant supply of labor via safe, intelligent humanoids. As we transition from R&D to full-scale manufacturing, we seek an experienced Research Engineer, Foundation Models.
Research Engineers in foundation models are generalists who build and maintain end-to-end responsibility for our AI models. A typical day involves implementing new model architectures, developing full-stack infrastructure for ramping up our data engine, or implementing new ways to evaluate general-purpose robot policies. You will train and scale deep neural networks for manipulation, navigation, and locomotion on real robot hardware and improve both the breadth of skills and level of success of our androids. You will work closely with other AI team members and also develop independently.
Why this job is exciting
- Your role on the team will be to scale up learning algorithms on state-of-the-art hardware
- You will build upon one of the largest android datasets, which is continuing to grow exponentially
- We aim to (1) double the number of tasks the robot can perform and (2) half the error rate on existing tasks, quarter over quarter
- The team works closely together to prioritize direction and scale up a single approach to a production-ready system
Responsibilities
- Day to day: implement and scale up models for end-to-end navigation and manipulation and locomotion
- Build the data engine (frontend UI and backend) to log, clean, and label data for foundation model training
- Solve the general-purpose evaluation problem and bring robot skills to 99%+ success
- Train and evaluate policies in simulation and solve sim-to-real
- Work with our robot operations team to scale up our datasets and model capabilities
REQUIREMENTS
Must-Haves
- Bachelor’s degree in Computer Science or equivalent
- Published research in top ML conferences (NeurIPS, CVPR, ICML, ICLR, CoRL, RSS, etc.)
- Proficiency working with and testing large codebases in Python
- Ability to rapidly prototype ideas in code in an independent manner
- Familiarity with linear algebra and supervised machine learning
- Experience with Deep Learning Frameworks (Pytorch, TF, JAX, etc.)
Nice-to-haves
- ROS/ROS2 experience
- Have built large programming projects on your own for fun (e.g. open source projects)
- Training large-scale ML models such as visual foundation models, large language models, pixel-level generative models
- You spend time reading r/LocalLLaMA/ and tinkering with open source LLM technology
- Have implemented highly performant software
Compensation
We offer a total compensation package including base salary from US$105,000 to US$250,000 annually, with generous stock options and other benefits.
We seek the world's most talented individuals with a passion for inventing and building a more prosperous future. At 1X you'll get to own real projects and be rewarded for your achievements and output. We hire, recognize and reward based on merit. We believe the best work is done when collaborating and therefore require in-person presence.
Typical interview process
- Introductions - interviews to learn more about you and talk about 1X and the role
- Interview with a member of the Talent Acquisition team
- Hiring manager / senior team member / technical interview
- Team interviews - technical interviews and deep-dives with team members. May include a take home challenge, presentation or problem-solving exercise
- Technical deep-dive conversation with a team member
- Onsite interviews with team members
- Final stages - you move to the final round
- Expectation management with the hiring manager
- We will conduct reference checks
- Job offer conversation
Depending on the role and your background, additional interviews may be added.
You are also welcome to request additional conversations with anyone you would like to meet, but didn’t get to meet during the interview process.
Not sure if this is you?
Studies have shown that women are less likely to apply to jobs unless they meet all qualifications. If you’re excited about this role, but you’re not sure if you qualify, apply anyway! You may be just the right candidate for this or other roles.
Location
We believe the best work is done when collaborating and therefore require in-person presence in our office locations.
Sunnyvale, CA
We are in the heart of the SiIlicon Valley in a commuter-friendly location with plenty of parking, access to 101 or 280. If you prefer public transportation, Orange Line (VTA) light rail station is across the street. Living in the Bay Area, you will have access to many activities available in its proximity from surfing in Half Moon Bay to skiing at Tahoe, wine tasting in Napa, hiking on the many trails or other sports activities on the many tennis courts, golf courses, etc..
If you are relocating to Sunnyvale, we offer a comprehensive relocation package to support you and handle the logistics of your move.
A value driven team
These are the ideas that express our team’s culture and how we work:
Be Nice
Collaboration is our driving force. Our team creates an open, trusting environment where everyone can be their most creative.
Stay Smart
A world-changing team needs the brightest minds in every discipline. This is where people come to work, learn, and grow to their full potential.
Make History
Everything we do gets us closer to one ambitious vision: Creating an Abundant Supply of Labor using Safe, Intelligent Humanoids. We believe what we build today will impact generations.
1X is an inclusive and equal-opportunity employer that values diversity. We consider all qualified applicants regardless of race, religion, gender, age, sexual orientation, disability, or any other protected class. If you have a disability or special need that requires accommodation, please don't hesitate to let us know during the interview process. We will do our best to accommodate your needs.
We're excited to have you on board!