Mecka AI is building the data infrastructure layer for robotics and embodied AI. We design and operate global systems for data capture, data labeling, and hardware-enabled workflows used by leading AI labs and robotics companies to train and validate humanoid and embodied AI systems. We work closely with frontier robotics teams to bridge real-world data, simulation, learning-based systems, and deployed hardware. You will make sure Mecka’s capture devices are ready to collect high-quality data wherever they’re deployed. You’ll own the technical readiness of deployed devices, diagnose problems across hardware and software, and carry issues through to verified resolution. Scaling robot-learning data requires more than building great devices. You’ll turn hands-on troubleshooting into tools and procedures that let a growing fleet collect more useful data with less downtime. Troubleshoot cameras, connected peripherals, Linux software, storage, networking, and data transfers using logs, measurements, and physical testing. Prepare and validate devices for deployment, including configuration, software updates, recording checks, and inspection after return. Support operators and partners with explicit technical guidance. Reproduce product defects and work with engineering teams to resolve them. Track recurring failures, verify corrective actions, and improve readiness checks using evidence from the fleet. 3-4 years of hands-on experience troubleshooting physical devices that combine hardware and software, such as embedded systems, cameras, robotics, or connected equipment. ~ Practical Linux skills,



including command-line tools, logs, processes, services, filesystems, and network diagnostics. ~ Python or shell scripting skills for diagnostics, device checks, and operational automation. ~ Ability to isolate faults through repeatable tests and distinguish hardware, software, configuration, and operator issues. ~ Experience validating device behavior after a repair, configuration change, or software update. ~ Clear communication with technical and nontechnical users, including useful reproduction steps, diagnostic evidence, and instructions. ~ Ability to prioritize issues by operational impact and follow them through to a verified outcome. Experience supporting distributed device fleets, remote diagnostics, provisioning, or software updates. Experience diagnosing recording problems such as dropped frames, corrupted files, synchronization errors, or incomplete transfers. Experience with electronics troubleshooting, component replacement, or repair qualification. We do not discriminate based on gender, race, religion, national origin, ethnicity, disability, gender identity/expression, sexual orientation, veteran or military status, or any other protected category. Use of Artificial Intelligence in Recruitment Mecka uses artificial intelligence (AI) responsibly to support administrative and efficiency-focused aspects of our recruitment process. This includes activities such as drafting

job description
s, generating interview questions, note-taking and recordings, and supporting sourcing and scheduling workflows.

📌 Remote Operation Engineer (Toronto)
🏢 Kindredventures
📍 Toronto