Robotics Data Trainer: Shape the Physical Future of AI in San Francisco

The artificial intelligence revolution is no longer confined to digital screens, text generators, and virtual assistants. The most profound frontier in machine learning today is physical: robotics intelligence. Empowering robots to safely navigate complex human spaces, pick up delicate objects, and execute everyday tasks requires massive quantities of high-fidelity, real-world physical training data. At the forefront of this movement is micro1, the premier AI data lab building the foundational human intelligence layer for frontier models.

For dedicated professionals, operators, and detail-oriented individuals based in the San Francisco Bay Area who possess exceptional dexterity, personal reliability, and a passion for technology, the newly opened Robotics Data Trainer position offers an immersive entry point into the cutting-edge ecosystem of artificial intelligence development.

Inside the Lab: Pioneering Robotic Dexterity

Building artificial intelligence that understands physical manipulation requires more than just algorithms—it requires capturing human fine motor control across thousands of distinct physical interactions. Robots must learn how much pressure to apply when opening a container, how to reorient irregularly shaped objects, and how to adapt to environmental variations seamlessly.

As a Robotics Data Trainer on this project, your primary objective is to act as the physical anchor for advanced machine learning models. Operating directly on-site in a specialized San Francisco laboratory environment, you will capture vital motion and manipulation data that teaches robotic systems how to interact with the physical world with human-like precision.

Detailed Scope of Work & Daily Operations

Contractors selected for this pioneering initiative are entrusted with vital physical data collection workflows. Day-to-day responsibilities within the San Francisco laboratory include:

• UMI Gripper Operation: Operating a specialized handheld UMI gripper device onsite to execute repetitive manipulation tasks, ranging from picking up objects and opening containers to performing routine household actions across diverse environments.
• Protocol Adherence: Closely following detailed, written task instructions and operational protocols with absolute exactness to guarantee clean, consistent data capture for robot learning algorithms.
• Environment Resetting: Systematically resetting physical workstations and testing environments between task attempts to ensure optimal baseline conditions.
• Quality Verification: Verifying the integrity and quality of each data submission before progressing to subsequent experimental cycles.
• Anomaly Detection: Promptly detecting and communicating hardware malfunctions, ambiguous instructions, or compromised recordings to project leadership for rapid resolution.
• Observation & Feedback: Documenting qualitative observations, reporting operational roadblocks, and suggesting practical process improvements through both written and verbal channels.

Why Join the micro1 Robotics Initiative?

The tech landscape offers countless digital opportunities, but very few allow you to physically touch and shape the hardware intelligence of tomorrow. Engaging in on-site AI research through micro1 provides unique professional advantages:

• Be Part of the Physical AI Revolution: Directly contribute to research that enables robots to assist humans safely in domestic, industrial, and clinical settings.
• No Prior Coding Required: You do not need a background in computer science or machine learning; your lived experience in hands-on operations, warehouse environments, gig work, or general labor is your greatest asset.
• Collaborative Lab Culture: Work alongside forward-thinking project coordinators, engineers, and fellow dedicated contributors in an energetic San Francisco setting.
• Flexible Contracting: Enjoy structured contractor arrangements designed to fit dynamic personal schedules while delivering competitive hourly compensation between $10 and $20 per hour.

Ready to Step Into the Lab and Shape the Future?

Opportunities to contribute directly to foundational robotics engineering from the ground level are exceptionally rare. If you possess outstanding manual dexterity, a commitment to reliability, and a desire to build the physical intelligence layer for next-generation AI, your journey starts here.