Instrumental
instrumental.com
Actively hiring
Computer Vision
Industrial AI
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How Instrumental hires
Truth index
A 88/100
Median time to fill
83 days
Ghost roles
0%
Stale roles
29%
Reposted roles
0%
Instrumental scores A on the Alion truth index (A is best, E worst), measured over 7 open roles re-checked against its own hiring board: 0% look like ghost listings, 29% have gone stale and 0% are the same role posted again. Its roles close in a median of 83 days. It measures how much of what this employer publishes turns into a real, finite search - not the employer as a workplace. How the index is computed
Visa sponsorship
- United States · H-1B filings in 12 months: 9 · green card filings: 4
News
SysAdmin: Measuring Instrumental Power-Seeking in Frontier AI
Abstract page for arXiv paper 2607.18239: SysAdmin: Measuring Instrumental Power-Seeking in Frontier AI
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Quantifying Voter Biases in Online Platforms: An Instrumental Variable Approach
Abstract page for arXiv paper 1910.00757: Quantifying Voter Biases in Online Platforms: An Instrumental Variable Approach
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Instrumental Convergence in AI Safety: Complete 2026 Guide
Instrumental convergence explained: why diverse AI goals produce similar sub-goals like self-preservation, resource acquisition, and power-seeking in 2026.
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Instrumental Introduces Synchronized Learning for High-Density Connectors
Palo Alto, Ca. - March 16, 2026 - Instrumental Inc. today announced a new AI-powered quality control system to detect subtle defects in high-density, blind-mate connectors - one of the fastest-growing yield risks in advanced compute system manufacturing.
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Instrumental Announces New Investment to Accelerate Server and Rack Manufacturing for Data Centers
Palo Alto, CA - March 9, 2026 - Today, Instrumental Inc., which provides a manufacturing AI and data platform for complex electronics, announced an investment from NVentures, (NVIDIA's venture capital arm), and Root Ventures. The investment underscores th
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Instrumental Taps AI and Accelerated Computing to Speed Server Production With NVIDIA
NVIDIA technology accelerates final stage of L10 assemblies-accelerating critical manufacturing capacity The ability to manufacture AI servers and racks at scale has become a critical bottleneck in meeting the surge of data center investment. Advanced sys
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Tech stack
Technologies named in job postings at Instrumental over the last 12 months, by layer, with the share of postings for each.
Technologies in use
19
Postings analysed
8
Stack modernity
74/100
Languages
Python
Go
Cloud & platforms
AWS
Kubernetes
Amazon EC2
Amazon ECS
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Full Instrumental tech stack
19 technologies · by team · pay by technology · changes · similar stacks
Salary insights
Compensation ranges based on this company's open jobs
Median
$238k
Typical range
$158k – $396k
Open positions
10
8
Jobs
Middle
12.5%
Senior
50%
Staff
12.5%
Principal
25%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Middle | 1 | $158k | $158k |
| Senior | 4 | $238k | $221k – $240k |
| Staff | 1 | $396k | $396k |
| Principal | 2 | $300k | $300k |
Highest paying role
Account Manager, Enterprise Accounts
$396k
Normalized to USD per year
All salaries at Instrumental
By role, level and city, against the market · 10 jobs with pay
Growth
Hiring Momentum
61/100
Growing
Open positions
14
2 opened / 2 closed in 30 days
Median time-to-fill
78 days
faster than 16% of the market
ATS activity
Every ~4 hours
10/25/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Industrial Engineering
27% ▼
Solutions
27% ▲
DevOps
18% ▼
HR
9% ▼
Marketing
9% ▲
Sales
9% ▲
Actively hiring for Solutions (+3 in 30 days)
Activity Timeline
New location: Taiwan
Sep 2026
Added Linux to stack
Sep 2026
Added Go to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
1
Hiring now
1
Countries
1
Busiest office
Palo Alto
Palo Alto
United States
HQ
Instrumental, Inc.
9 open roles 9 posted in 90 days 11% engineering 50-200 est. staff $267k Avg Salary
hires for Industrial Engineering, Sales, Solutions
195 Page Mill Road - Suite 101,, Palo Alto, CA 94306
Jobs
≈ $26k – $62k per year (Estimated) • Remote (China, Taiwan) • Full-Time • 5+ years exp • Bachelor's Degree
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$188k – $240k per year • Hybrid • Full-Time • 10+ years exp • Master's Degree • Palo Alto
SolidWorks
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$210k – $300k per year • Hybrid • Full-Time • 15+ years exp • Master's Degree • Palo Alto
SolidWorks
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$170k – $221k per year • Hybrid • Full-Time • 5+ years exp • Palo Alto
Python
Go
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≈ $28k – $61k per year (Estimated) • Hybrid • Full-Time • 3+ years exp • Taiwan
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≈ $139k – $272k per year (Estimated) • Remote (likely United States) • Full-Time • 5+ years exp
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