OpsMill
opsmill.com
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How OpsMill hires
Truth index
B 75/100
Ghost roles
0%
Stale roles
100%
Reposted roles
0%
OpsMill scores B on the Alion truth index (A is best, E worst), measured over 4 open roles re-checked against its own hiring board: 0% look like ghost listings, 100% have gone stale and 0% are the same role posted again. 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
News
Why Metadata Matters for Infrastructure Automation
As an automation engineer, you're used to thinking about the network data itself: IP addresses, VLAN IDs, device configurations, BGP ASNs, and the like. These are the building blocks of your infrastructure, and you know them inside out. But the moment you
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Report
The 2026 Nornir Roadmap Is Open for Community Feedback
Nornir has been around for eight years, and has reached an interesting point in its life. The project now sees roughly 100,000 PyPI downloads a month. People run it across hundreds or thousands of devices. And it has continued growing despite relatively l
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How We Organize Our Development Knowledge Base at OpsMill
When an engineer joins a new company, learning the codebase is like drinking from a firehose. They're trying to understand naming conventions, architecture decisions, and the reasoning behind past trade-offs. Even if you do a fantastic job with onboarding
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Infrahub 1.11 Improves Performance for Large Environments
Running Infrahub at scale means more network data, more automation, more linked repositories, and more engineers making changes at the same time. As repositories, schemas, and datasets grow, the processing that follows a change-regenerating configurations
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The Infrahub Marketplace Makes Schemas Easier to Explore and Reuse
Infrahub doesn't ship with a fixed data model. The schema is yours to define-devices, services, addressing, and whatever else your infrastructure depends on, modeled the way your organization actually works. It's the most distinctive part of Infrahub, and
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Technologies
Tech DNA
Python
ChatGPT
AI/ML
Python
Ansible
GitOps
Terraform
CI/CD
Platform Engineering
GitLab
Grafana
ChatGPT
Other
GraphQL
PoC Library
Stack modernity
78/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
3 jobs
Required
Terraform
3 jobs
Required
Ansible
3 jobs
Required
GitOps
3 jobs
Optional
GraphQL
2 jobs
Required
CI/CD
2 jobs
Optional
Platform Engineering
1 job
Required
ChatGPT
1 job
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
16%
CI/CD
12%
Terraform
8%
Ansible
4%
Grafana
4%
Platform Engineering
4%
Share of companies in the same industry that use each technology.
Stack changes
PoC Library
Sep 2026
Grafana
Sep 2026
GitLab
Sep 2026
ChatGPT
Sep 2026
Terraform
Sep 2026
Python
Sep 2026
GraphQL
Sep 2026
GitOps
Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Guidehouse
Cisco Systems
Link Group
CI&T
Ubiquiti
Kyndryl
Growth
Hiring Momentum
38/100
Slowing
Open positions
5
0 opened / 0 closed in 30 days
ATS activity
Every ~9 hours
Today
Hiring Dynamics
0%
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.
Marketing
100% ▲
Activity Timeline
Added PoC Library to stack
Sep 2026
Added Grafana to stack
Sep 2026
Added GitLab to stack
Sep 2026
Added ChatGPT to stack
Sep 2026
Added Terraform to stack
Sep 2026
Added Python to stack
Sep 2026
Added GraphQL to stack
Sep 2026
Added GitOps to stack
Sep 2026
Added CI/CD to stack
Sep 2026
Added Ansible to stack
Sep 2026
Added Platform Engineering to stack
Sep 2026
Jobs
≈ $76k – $190k per year (Estimated) • Remote • Full-Time • 5+ years exp
Python
GraphQL
DevOps
Terraform
Ansible
CI/CD
GitOps
Apply
≈ $83k – $169k per year (Estimated) • Remote • Full-Time • 5+ years exp
Python
GraphQL
DevOps
Terraform
Ansible
CI/CD
GitOps
Apply
≈ $130k – $255k per year (Estimated) • Remote • Full-Time • 7+ years exp
Python
ChatGPT
DevOps
Terraform
Ansible
GitOps
Grafana
GitLab
Chips/EDA
PoC Library
Apply