Sensor Configuration Faults

We are looking for 𝗦𝗲𝗻𝘀𝗼𝗿 𝗖𝗼𝗻𝗳𝗶𝗴𝘂𝗿𝗮𝘁𝗶𝗼𝗻 𝗙𝗮𝘂𝗹𝘁𝘀 experts. You'll build debugging environments and tasks around a real sensor product you have worked on, so a leading AI company can measure how well models handle real embedded engineering problems.

𝗘𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗱𝗲𝘁𝗮𝗶𝗹𝘀:

• Location: Remote – EU and US
• Working model: Remote
• Start date: ASAP
• Employment type: Freelance – hourly rate: $70–90 (paid per accepted task)

𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗶𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀:

• Build a benchmark environment around a real sensor product you have worked on – radar, camera, IMU, ultrasonic or similar
• Put together the environment with real firmware or processing code, sensor and SoC supplier datasheets, mounting and calibration specs, and both good and faulty field or bench recordings
• Choose the tools the work needs – command line, compiler, QEMU or simulator, Python, PDF tools
• Create five or more tasks, each tied to a real complaint or failure on that sensor (e.g. far objects missing after a bracket change, sign flips in the suspension acceleration band, ghost targets on returned rear corner radars)
• Write tasks that can only be solved by working through the code, data and datasheets to find the root cause and fix
• Design tasks where current AI models fail – a textbook or plausible diagnosis, a missed constraint buried in the datasheet or recording, or a missed real root cause
• Supply the correct answer, a hidden marking script that scores 0.0 to 1.0, and a plausible naive answer that scores low
• Run a preset range of models against each task to confirm that the models score low while your answer scores 1.0

𝗤𝘂𝗮𝗹𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀:

• Hands-on engineering experience on a real sensor product – radar, camera, IMU, ultrasonic or similar
• Working knowledge of sensor firmware or signal processing code
• Able to read and apply sensor and SoC supplier datasheets, mounting and calibration specs
• Experience finding the root cause of real field or bench failures from recordings
• Comfortable with the command line, compilers, QEMU or simulators, and Python
• Python skills to write automated marking scripts

𝗡𝗲𝘅𝘁 𝘀𝘁𝗲𝗽𝘀:

• Press "Apply"
• We will review your application
• If qualified, you will be accepted into the network and can be considered for this and similar positions & projects

We can only accept candidates that are willing to work as individual contractors / freelancers.