3-5 years of hands-on experience as a technician in robotics, automotive, electric vehicles, heavy equipment, motorsports, aerospace, or similar hardware fields. Perform mechanical fabrication tasks: drilling, cutting, tapping, mounting brackets, basic machining, and fitting custom hardware.