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Model Evaluation Operator - AI Robotics, Swing Shift at… | Swiftcruit
RoboForce is an AI robotics company developing Physical AI–powered Robo-Labor for dull, dirty, and dangerous work. Our robots are engineered for demanding outdoor environments, with a focus on real-world deployment and scalability.
We are looking for a Model Evaluation Operator - AI Robotics (Contractor) to help evaluate, validate, and improve robotic AI systems through structured real-world testing workflows. This role is ideal for someone who enjoys hands-on technical work, operating robotic systems, and working closely with cutting-edge robotics technology. You will play a key role in conducting open-loop and closed-loop model evaluations, running model inference, and operating real robots to execute actions with precision. You will also collect high-quality operational data and performance feedback that directly contribute to improving our AI models. This is a highly hands-on role working with physical robotic systems in a lab/industrial environment.
Responsibilities
Execute closed-loop robotic model evaluation workflows in real-world environments.
Perform robotic manipulation and operational tasks with high consistency and accuracy.
Closely observe and document robot behavior, model performance, task failures, recovery behavior, and edge cases in detail.
Maintain accurate evaluation logs, notes, annotations, and performance records for engineering review.
Identify and report inconsistencies, failure patterns, safety risks, and unexpected robot behaviors.
Follow structured workflows for setup, execution, reset, troubleshooting, and evaluation procedures.
Capture, organize, and annotate operational data to support AI model training and validation.
Run Linux command-line tools and basic scripts for workflow execution and system operation.
Assist with hardware setup, calibration, and maintaining stable robot operation.
Collaborate with engineers and researchers to improve model evaluation quality and operational efficiency.
Maintain lab organization, operational discipline, and safety standards.
Physical Requirements & Work Schedule
Ability to stand and walk for extended periods during data collection, including up to 7 hours per shift, with scheduled breaks.
Ability to lift, carry, and position equipment weighing up to 30 lbs.
Ability to use robotic control interfaces to repeatedly grasp, move, and position objects according to task instructions and defined accuracy requirements.
Ability to safely navigate lab, industrial, and designated testing environments, including stairs and uneven surfaces where required.
Ability to maintain focus and follow safety and data-quality procedures throughout repeated collection tasks.
Available to work onsite in Milpitas with flexibility for occasional overtime or weekend assignments as needed.
The physical tasks described above may be performed with or without reasonable accommodation.
Requirements
Associate degree, Bachelor’s degree, technical certification, or equivalent hands-on experience in Robotics, Engineering, Computer Science, or related technical fields.
Comfortable working with physical robotic hardware in a lab or industrial environment.
Strong attention to detail and ability to carefully observe and document system behavior.
Ability to stay focused and maintain quality during repetitive technical tasks over extended periods.
Strong sense of operational consistency and process discipline.
Basic familiarity with Linux command-line tools.
Some exposure to Python or scripting tools (does not need to be advanced).
Good troubleshooting and problem-solving mindset.
Strong hand-eye coordination and spatial awareness.
Reliable, patient, and comfortable working in iterative testing environments.
Interest in robotics, AI systems, or real-world automation.
Bonus Qualifications
Experience with robotics systems, automation equipment, or technical lab environments.
Familiarity with robotic manipulation or AI/robotics evaluation workflows.
Experience with data collection, annotation, QA testing, or operational validation.
Basic understanding of robot behavior, AI models, or control systems.
Experience in repetitive precision-based work such as assembly, instrumentation, or equipment operation.
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