Start with the five-company bench contrast before outreach
NVIDIA 201, Tesla 143, Waymo 102, Motional 33, Zoox 26: five records add to 505. Data Scientist and Research Scientist stay outside this page's scope.
Title boundary first: Machine Learning Engineer only
Spelled-out Machine Learning Engineer only (Senior included). Five exclusive hosts total 505 as of 2026-10-06 PT.
Key takeaway · How to cite
Denominator: sum of current Machine Learning Engineer profiles across five exclusive company homepage records, as of 2026-10-06 PT.
Largest bench is NVIDIA at 201
A recruiter sourcing autonomy talent this week meets NVIDIA first as the compute and platform bench: www.nvidia.com carries 201 current Machine Learning Engineer profiles as of 2026-10-06 PT. Paired with the vehicle maker, that platform side is what reaches 344 of 505.
View data
| Name | Value |
|---|---|
| NVIDIA | 201 |
| Tesla | 143 |
| Waymo | 102 |
| Motional | 33 |
| Zoox | 26 |
Get the named list behind these 505 Machine Learning Engineers
All 505 profiles across the five company records can be exported on the same seat cut, as of 2026-10-06 PT.
Platform-bench count: Machine Learning Engineer and Senior Machine Learning Engineer profiles living on www.nvidia.com, read on 2026-10-06 PT, come to 201.
Second bench is Tesla at 143
Tesla is the in-house vehicle-autonomy bench, with 143 current Machine Learning Engineer profiles on www.tesla.com as of 2026-10-06 PT. NVIDIA 201 plus Tesla 143 equals 344 of 505, or 68.1%, and that is the maker side a recruiter should exhaust before the operator side.
Vehicle-maker count: Machine Learning Engineer and Senior Machine Learning Engineer profiles living on www.tesla.com, read on 2026-10-06 PT, come to 143.
Mid pair is Waymo 102 and Motional 33
On the robotaxi-operator side, Waymo's bench is 102 current profiles on www.waymo.com and Motional's bench is 33 on www.motional.com, both as of 2026-10-06 PT. Motional at 33 is already small enough that a recruiter can work the bench name by name.
Operator-bench count for this pair: Machine Learning Engineer and Senior Machine Learning Engineer profiles on www.waymo.com at 102 and on www.motional.com at 33, read on 2026-10-06 PT.
Fifth host Zoox sits at 26
Zoox is the remaining robotaxi operator, with 26 current Machine Learning Engineer profiles on www.zoox.com as of 2026-10-06 PT. Motional 33 and Zoox 26 are both tight benches a recruiter can work name by name, and the three operators together are 161, which is 31.9% of 505.
Zoox operator count: Machine Learning Engineer and Senior Machine Learning Engineer profiles living on www.zoox.com, read on 2026-10-06 PT, come to 26.
Peer pack adds to 505
Read the 505 as of 2026-10-06 PT as two sourcing pools: platform and vehicle makers NVIDIA 201 and Tesla 143 equal 344 (68.1%), and robotaxi operators Waymo 102, Motional 33, and Zoox 26 equal 161 (31.9%).
View data
| Name | Value | Share |
|---|---|---|
| NVIDIA | 201 | 39.8% |
| Tesla | 143 | 28.3% |
| Waymo | 102 | 20.2% |
| Motional | 33 | 6.5% |
| Zoox | 26 | 5.1% |
Those 505 profiles sit only on www.nvidia.com, www.tesla.com, www.waymo.com, www.motional.com, and www.zoox.com, and the reading date is 2026-10-06 PT.
Reject tray: Data Scientist and Research Scientist
Data Scientist and Research Scientist titles remain outside the 505. They may sit beside Machine Learning Engineer on the same org chart, but the pack counts only the one spelled-out seat, so the total stays traceable to five exclusive company homepage records as of 2026-10-06 PT.
Denominator: sum of current Machine Learning Engineer profiles across five exclusive company homepage records; Data Scientist and Research Scientist sit outside this denominator, as of 2026-10-06 PT.
Methodology
Counting rule for this chapter. Every figure is a count of current profiles on one named company's own exclusive homepage record — NVIDIA, Tesla, Waymo, Motional, Zoox — never a rolled-up parent entity. The seat is kept deliberately narrow: spelled-out Machine Learning Engineer, with Senior counted in the same family. All numbers share a single as-of date, 2026-10-06 PT. Source: Metix AI.
| Metric | Value | Denominator |
|---|---|---|
| NVIDIA | 201 | current profiles on the NVIDIA exclusive homepage record (www.nvidia.com) matching Machine Learning Engineer / Senior Machine Learning Engineer |
| Tesla | 143 | current profiles on the Tesla exclusive homepage record (www.tesla.com) matching Machine Learning Engineer / Senior Machine Learning Engineer |
| Waymo | 102 | current profiles on the Waymo exclusive homepage record (www.waymo.com) matching Machine Learning Engineer / Senior Machine Learning Engineer |
| Motional | 33 | current profiles on the Motional exclusive homepage record (www.motional.com) matching Machine Learning Engineer / Senior Machine Learning Engineer |
| Zoox | 26 | current profiles on the Zoox exclusive homepage record (www.zoox.com) matching Machine Learning Engineer / Senior Machine Learning Engineer |
FAQ
- Why these five autonomy companies and not other Machine Learning Engineer employers?
- Because each of the five — NVIDIA, Tesla, Waymo, Motional, Zoox — has its own exclusive company homepage record, so its bench can be counted directly. Together they hold 505 current Machine Learning Engineer profiles across the five exclusive company homepage records as of 2026-10-06 PT.
- Does the total of 505 include Data Scientist or Research Scientist titles?
- No. The 505 is the sum of current Machine Learning Engineer profiles on the five exclusive company homepage records (201 + 143 + 102 + 33 + 26) as of 2026-10-06 PT; Data Scientist and Research Scientist titles are counted outside this seat.
- Why does NVIDIA sit at 201 while Zoox sits at 26?
- The counting rule is identical for both: current Machine Learning Engineer profiles on each company's own exclusive homepage record as of 2026-10-06 PT. NVIDIA's record holds 201 and Zoox's holds 26, so the gap reflects bench depth rather than a different scope.
- Can this same Machine Learning Engineer seat cut be remade for a company outside the published 505-person pack?
- Yes. The published machine learning engineering peer pack stays fixed at 505 across the five exclusive homepage records as of 2026-10-06 PT, and the same spelled-out Machine Learning Engineer seat can be applied to another company record on request.
Request the machine learning engineering peer pack (five names · 505 current people)
The same methodology can export mapped current Machine Learning Engineer profiles at NVIDIA, Tesla, Waymo, Motional, Zoox, or rerun a custom peer pack on your target companies.
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