⊢ Empirical
empirical.agency
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Overview
SEO-led web development & digital strategy. Site architecture, content strategy, technical SEO, accessibility and website maintenance. Edinburgh, worldwide.
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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Report
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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Report
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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Report
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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Report
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Technologies
Tech DNA
JavaScript
TypeScript
Go
React.js
Nest.JS
FastAPI
PostgreSQL
MySQL
Redis
AWS
GCP
Google Cloud Run
LLM
Claude
Gemini
AI/ML
SQL
Python
CI/CD
AWS
Docker
PostgreSQL
Kubernetes
GCP
GitHub
LLM
GitHub Actions
Google Cloud Run
Terraform
MySQL
Redis
Copilot
Cursor
Claude
Gemini
OpenAI
Structured Outputs
Frontend
JavaScript
TypeScript
Node JS
React.js
Nest.JS
BullMQ
Next.js
Other
Go
Rest API
GraphQL
Slack
FastAPI
Cypress
Playwright
Postman
Asana
Google Sheets
Google Workspace
Zapier
LinkedIn
HubSpot
Stack modernity
92/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
JavaScript
5 jobs
Required
CI/CD
4 jobs
Required
PostgreSQL
3 jobs
Required
AWS
3 jobs
Required
Docker
3 jobs
Required
TypeScript
3 jobs
Required
React.js
3 jobs
Required
Go
2 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
21%
SQL
21%
JavaScript
20%
CI/CD
20%
TypeScript
17%
AWS
17%
Share of companies in the same industry that use each technology.
Stack changes
Terraform
Sep 2026
Redis
Sep 2026
Next.js
Sep 2026
FastAPI
Sep 2026
LinkedIn
Sep 2026
Structured Outputs
Sep 2026
Zapier
Sep 2026
OpenAI
Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
Clera
Accenture
Xsolla
Airwallex
Weekday
Growth
Hiring Momentum
38/100
Slowing
Open positions
11
0 opened / 0 closed in 30 days
ATS activity
Every ~1 hours
09/05/2026
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.
Backend
40% ▲
QA
20% ▼
Management
20% ▼
Early Careers
20% ▼
Activity Timeline
Added Terraform to stack
Sep 2026
Added Redis to stack
Sep 2026
Added Next.js to stack
Sep 2026
Added FastAPI to stack
Sep 2026
Added LinkedIn to stack
Sep 2026
Added Structured Outputs to stack
Sep 2026
Added Zapier to stack
Sep 2026
Added OpenAI to stack
Sep 2026
Added LLM to stack
Sep 2026
Added HubSpot to stack
Sep 2026
Added Google Workspace to stack
Sep 2026
Added Google Sheets 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
SRX - Sr. Backend Engineer
1 month agoIn office • Full-Time • 5+ years exp
Go
SQL
MySQL
PostgreSQL
Frontend
GraphQL
DevOps
AWS
CI/CD
Docker
Kubernetes
Management
Slack
Apply
LMZ - Senior QA Automation Engineer
2 months agoIn office • Full-Time • 6+ years exp
JavaScript
TypeScript
React.js
DevOps
CI/CD
GCP
QA
Cypress
Playwright
Postman
Apply
LMZ - Sr Full Stack Engineer - Backend Oriented
3 months agoIn office • Full-Time • 7+ years exp
Node JS
SQL
TypeScript
JavaScript
BullMQ
Nest.JS
Databases
PostgreSQL
AI/ML
Copilot
Cursor
Frontend
React.js
DevOps
AWS
CI/CD
Docker
GCP
GitHub
GitHub Actions
Google Cloud Run
Rest API
Apply
Apply
≈ $165k – $301k per year (Estimated) • Remote • Contractor • 10+ years exp
Apply
Empirical - Freelance Tech Interviewer
1 year agoIn office • Freelance
Go
JavaScript
Node JS
Python
TypeScript
Nest.JS
Python
FastAPI
Databases
PostgreSQL
Redis
Frontend
GraphQL
Next.js
React.js
DevOps
AWS
CI/CD
Docker
Kubernetes
Terraform
Apply