Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Use Matroid's computer vision to identify actions, objects, defects and events. Perfect for security, manufacturing, compliance, and more. Get a demo today!
News
Data-Driven Decision Making Examples From Plants That Cut Scrap and Rework
What the Manufacturing Cases Actually Show The most useful data-driven decision-making examples from manufacturing floors share a structural feature that generic business intelligence stories miss: the data was specific to a single defect signal, it arriv
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Report
Automated Inspection Equipment vs Software Defined Vision for Plant Managers
The Decision Plant Managers Actually Face Most capital requests for automated inspection equipment land on a plant manager's desk framed as a technology upgrade: better cameras, faster processors, tighter tolerances. The real question underneath is about
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Report
Why Visual Quality Inspection Misses Defects and What Closes the Gap
The Gap Between Inspection and Assurance Most manufacturing teams that run a visual quality inspection program don't discover they have a problem by looking at their process. They discover it downstream, when a customer return, a line stoppage at an assem
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Report
How to Phase in Quality Control Automation Without Stopping the Line
What This Rollout Actually Requires Before You Start A phased deployment of quality control automation on a production line is realistic in weeks, but only if the groundwork is honest. The prerequisites are a defined inspection process with documented acc
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Report
AI for Manufacturing Quality Control vs Statistical Sampling on High Speed Lines
Why the Sampling Math Breaks Down at Line Speed Statistical process control was built for a world where batches moved slowly enough that pulling every nth unit gave you a defensible picture of the whole run. On a line producing hundreds or thousands of un
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Report
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Technologies
Tech DNA
Python
JavaScript
Node JS
PyTorch
TensorFlow
Ray
Redis
AWS
VLM
AI/ML
Python
Computer Vision
Kubernetes
AWS
Docker
PyTorch
TensorFlow
Multimodal AI
Ray
Helm
Nginx
Prometheus
Anomaly Detection
Fine-tuning
JAX
NumPy
OpenCV
VLM
Edge AI
AI Agents
Hugging Face
Redis
Other
JavaScript
Node JS
React.js
Apache Kafka
Node-RED
Stack modernity
81/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Computer Vision
6 jobs
Required
Kubernetes
3 jobs
Required
AWS
2 jobs
Optional
TensorFlow
2 jobs
Required
PyTorch
2 jobs
Required
Python
2 jobs
Required
Multimodal AI
2 jobs
Required
Ray
2 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
AWS
16%
JavaScript
15%
Kubernetes
14%
AI Agents
13%
Docker
13%
Share of companies in the same industry that use each technology.
Stack changes
Hugging Face
Aug 2026
AI Agents
Aug 2026
Edge AI
Aug 2026
Node-RED
Aug 2026
Redis
Aug 2026
Prometheus
Aug 2026
Nginx
Aug 2026
Helm
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
NVIDIA
Jobgether
Booz Allen Hamilton
Leidos
Zoox
CACI International
Growth
Hiring Momentum
58/100
Growing
Open positions
6
0 opened / 0 closed in 30 days
ATS activity
Every ~3 days
08/31/2026
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.
Backend
60% ▲
AI/ML
40% ▲
Activity Timeline
Added Hugging Face to stack
Aug 2026
Added AI Agents to stack
Aug 2026
Added Edge AI to stack
Aug 2026
Added Node-RED to stack
Aug 2026
Added Redis to stack
Aug 2026
Added Prometheus to stack
Aug 2026
Added Nginx to stack
Aug 2026
Added Helm to stack
Aug 2026
Added Apache Kafka to stack
Aug 2026
Added React.js to stack
Aug 2026
Added Node JS to stack
Aug 2026
Added JavaScript to stack
Aug 2026
Jobs
≈ $152k – $308k per year (Estimated) • In office • Full-Time • Palo Alto
Computer Vision
DevOps
AWS
Kubernetes
Apply
≈ $148k – $323k per year (Estimated) • In office • Full-Time • Bachelor's Degree • Palo Alto
Computer Vision
PyTorch
TensorFlow
Edge AI
Apply
≈ $138k – $281k per year (Estimated) • In office • Full-Time • Bachelor's Degree • Palo Alto
Python
Anomaly Detection
Computer Vision
Fine-tuning
JAX
Multimodal AI
NumPy
OpenCV
PyTorch
Ray
TensorFlow
VLM
AI Agents
Hugging Face
Apply
≈ $148k – $277k per year (Estimated) • In office • Full-Time • 3+ years exp • Master's Degree • Palo Alto
Computer Vision
Multimodal AI
Apply
≈ $135k – $276k per year (Estimated) • In office • Full-Time • Palo Alto
JavaScript
Node JS
Computer Vision
Frontend
React.js
DevOps
Docker
Kubernetes
Apply
≈ $122k – $245k per year (Estimated) • In office • Full-Time • 4+ years exp • Bachelor's Degree • Palo Alto
Python
Apache Kafka
Redis
AI/ML
Computer Vision
Ray
DevOps
AWS
Docker
Helm
Kubernetes
Nginx
Prometheus
Apply