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Re: How do you evaluate company culture at a hardware startup before joining?
Posted: Sun Aug 30, 2026 11:59 am
by dorothy_kuma
Minor factual note:
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: How do you evaluate company culture at a hardware startup before joining?
Posted: Sun Aug 30, 2026 11:59 am
by olga24
@dorothy_kuma That's the official framing, at least - reality tends to lag a bit.
Robotics engineers in the US were reportedly seeing $150k-$205k total comp at mid-level and $205k-$300k at senior level in 2026, with humanoid- and foundation-model-specialist roles clearing $280k-$475k - a meaningful premium over general robotics/automation roles. 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.
Re: How do you evaluate company culture at a hardware startup before joining?
Posted: Sun Aug 30, 2026 11:59 am
by ramirez77
I dealt with almost this exact situation.
Robotics engineers in the US were reportedly seeing $150k-$205k total comp at mid-level and $205k-$300k at senior level in 2026, with humanoid- and foundation-model-specialist roles clearing $280k-$475k - a meaningful premium over general robotics/automation roles. 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: How do you evaluate company culture at a hardware startup before joining?
Posted: Sun Aug 30, 2026 11:59 am
by priya85
One nitpick -
RSS (Robotics: Science and Systems), ICRA, and the IEEE-RAS Humanoids conference are commonly cited as the most directly relevant venues for someone specifically interested in legged locomotion and humanoid control research, as opposed to broader AI/ML conferences.
Re: How do you evaluate company culture at a hardware startup before joining?
Posted: Sun Aug 30, 2026 11:59 am
by nicole57
@priya85 From what I've seen:
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: How do you evaluate company culture at a hardware startup before joining?
Posted: Sun Aug 30, 2026 11:59 am
by chloe_jack
@nicole57 Related question -
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.
Re: How do you evaluate company culture at a hardware startup before joining?
Posted: Sun Aug 30, 2026 11:59 am
by jlefebvre
@chloe_jack This matches what I've seen too.
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.
Re: How do you evaluate company culture at a hardware startup before joining?
Posted: Sun Aug 30, 2026 11:59 am
by jonathan_tana
@jlefebvre Pretty much this. One thing to add:
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. 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.
Re: How do you evaluate company culture at a hardware startup before joining?
Posted: Sun Aug 30, 2026 11:59 am
by donna_wata
I don't think that's quite right, for what it's worth.
RSS (Robotics: Science and Systems), ICRA, and the IEEE-RAS Humanoids conference are commonly cited as the most directly relevant venues for someone specifically interested in legged locomotion and humanoid control research, as opposed to broader AI/ML conferences.
Re: How do you evaluate company culture at a hardware startup before joining?
Posted: Sun Aug 30, 2026 11:59 am
by sven.smith4
Minor factual note:
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.