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How Empirical hires
Truth index
B 76/100
Median time to fill
94 days
Ghost roles
0%
Stale roles
75%
Reposted roles
0%
Empirical 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, 75% have gone stale and 0% are the same role posted again. Its roles close in a median of 94 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
News
Rust's Type Checker Implementation Is Unsound: An Empirical Study on Soundness Bugs in rustc
Abstract page for arXiv paper 2608.28713: Rust's Type Checker Implementation Is Unsound: An Empirical Study on Soundness Bugs in rustc
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Type Hints in Python Libraries and Frameworks: An Empirical Analysis of Adoption and Maintenance
Abstract page for arXiv paper 2609.02782: Type Hints in Python Libraries and Frameworks: An Empirical Analysis of Adoption and Maintenance
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Cardiac imaging study found plaque in 34.6% of men in their 30s
A large NEJM study found that silent atherosclerosis starts earlier than most risk calculators suggest
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Cialis is promoted as a longevity drug. How does it stack up?
Cialis has promising cardiovascular signals, but blood pressure medication and statins have larger effects and stronger evidence.
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High p-tau217 led to a 38% chance of cognitive decline
A single blood biomarker, p-tau217, now puts absolute numbers on Alzheimer
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How Your Credentials Are Leaked by LLM Agent Skills: An Empirical Study
Abstract page for arXiv paper 2604.03070: How Your Credentials Are Leaked by LLM Agent Skills: An Empirical Study
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Multi-agent workflows have an amnesia problem Empirical Blog
Multi-agent AI pipelines lose context at every handoff between agents. A look at why, backed by Salesforce's CRMArena-Pro benchmark, and what a shared memory layer actually fixes.
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Tech stack
Technologies named in job postings at Empirical over the last 12 months, by layer, with the share of postings for each.
Technologies in use
40
Postings analysed
9
Stack modernity
94/100AI adopter
Languages
JavaScript
TypeScript
Python
SQL
Frameworks & libraries
React.js
BullMQ
Cypress
Nest.JS
Databases
PostgreSQL
MySQL
Cloud & platforms
AWS
GCP
Anthropic
GitHub
AI & ML
LLM
Claude
Gemini
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Full Empirical tech stack
40 technologies · by team · pay by technology · changes · similar stacks
Growth
Hiring Momentum
60/100
Growing
Open positions
7
1 opened / 3 closed in 30 days
Median time-to-fill
76 days
faster than 17% of the market
ATS activity
Every ~4 hours
Today
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.
AI/ML
50% ▲
Backend
25% ▼
Leadership
25% ▲
Activity Timeline
Added PHP to stack
Oct 2026
Added Outlook to stack
Oct 2026
Added Microsoft Entra ID to stack
Oct 2026
Added Azure to stack
Oct 2026
Added Active Directory to stack
Oct 2026
Added LLM Evaluation to stack
Sep 2026
Added Least Privilege to stack
Sep 2026
Added AI Agents to stack
Sep 2026
Added Agile to stack
Sep 2026
Added Looker to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
1
Hiring now
0
Countries
1
Edinburgh
United Kingdom
Regional office
Commercial Street, Edinburgh, Scotland, EH6 6LX, GB
Jobs
≈ $78k – $177k per year (Estimated) • In office • Full-Time
Anthropic
DevOps
GitHub
Cybersecurity
NIST CSF
CIS Benchmarks
SOC 2
HIPAA
SIEM
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≈ $70k – $171k per year (Estimated) • Remote (United States) • Full-Time • 10+ years exp
AI Agents
LLM Evaluation
DevOps
Azure
CI/CD
Cybersecurity
Least Privilege
Microsoft Entra ID
Active Directory
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≈ $159k – $286k per year (Estimated) • Remote (LATAM, United States) • Contractor • 10+ years exp
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