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Re: What does the actual day-to-day look like for a field deployment/reliability engineer?
Posted: Wed Apr 29, 2026 10:05 pm
by kwilliams
@ramirez77 From hands-on experience,
24/7 factory-pilot support roles (the engineers keeping a deployed fleet running through real shifts) reportedly carry a real burnout risk, since they combine the unpredictability of early-stage hardware with the operational pressure of a live production environment. A strong, well-documented personal project (even a modest DIY build or a solid simulation-based RL project) reportedly carries real weight in hiring for this field, partly because the field is young enough that a demonstrated hands-on track record can meaningfully substitute for a less-relevant formal credential.
Re: What does the actual day-to-day look like for a field deployment/reliability engineer?
Posted: Sat May 02, 2026 9:09 pm
by matthew43
@kwilliams Slightly off-topic, but related:
A field-deployment or reliability engineer's day-to-day work leans much more toward diagnosing real-world failure patterns, managing spare-parts logistics, and working directly with the customer site than toward algorithm development - a genuinely different role than a lot of new grads expect going in.
Reminds me a bit of the early drone hobbyist scene, honestly.
Re: What does the actual day-to-day look like for a field deployment/reliability engineer?
Posted: Tue May 05, 2026 4:04 pm
by yuki71
Still learning the space, so correct me if wrong -
Transitioning from industrial automation into humanoid-specific roles is a increasingly common and viable path, since a lot of the underlying skills (motion control, safety systems, real-time software) transfer directly, even though the specific dynamics and learned-control components are new.
Re: What does the actual day-to-day look like for a field deployment/reliability engineer?
Posted: Fri May 15, 2026 4:17 am
by matthew43
To answer this directly:
Active employers hiring specifically for humanoid-relevant roles span both established robotics companies (Shadow Robot, Engineered Arts, PAL Robotics) and the newer venture-funded players (Figure, 1X, Apptronik, Sanctuary AI, Boston Dynamics' electric Atlas program) - each with different team sizes, cultures, and hardware-vs-software emphasis. In the UK, base salaries for robotics roles reportedly range from around £50,000 for new graduates up to roughly £200,000 for senior whole-body-control or reinforcement-learning specialists - a notably wide band reflecting how specialized the top end of the field has become.
Anyway, good thread - following for more.