Python Job Trends in Edinburgh

Python
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Python skills. It covers permanent job vacancies from the 6 months leading up to 29 July 2026, with comparisons to the same periods in the previous two years.

6 months to
29 Jul 2026
Same period 2025 Same period 2024
Rank 11 27 9
Rank change year-on-year +16 -18 0
Permanent jobs citing Python 84 71 152
As % of all permanent jobs in Edinburgh 8.00% 8.41% 11.76%
As % of the Programming Languages category 54.19% 30.60% 33.70%
Number of salaries quoted 54 25 119
10th Percentile £34,125 £37,500 £38,250
25th Percentile £45,000 £48,750 £46,250
Median annual salary (50th Percentile) £47,500 £57,500 £65,000
Median % change year-on-year -17.39% -11.54% -
75th Percentile £75,000 £75,360 £77,500
90th Percentile £111,250 £82,751 £88,000
Scotland median annual salary £50,000 £60,000 £55,000
% change year-on-year -16.67% +9.09% -15.38%

All Programming Languages
Edinburgh

Python falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring coding skills in Edinburgh.

Permanent vacancies with a requirement for coding skills 155 232 451
As % of all permanent jobs advertised in Edinburgh 14.76% 27.49% 34.88%
Number of salaries quoted 111 151 359
10th Percentile £35,000 £37,000 £40,000
25th Percentile £45,000 £47,750 £48,250
Median annual salary (50th Percentile) £50,000 £60,000 £60,000
Median % change year-on-year -16.67% - -1.64%
75th Percentile £70,000 £80,000 £73,886
90th Percentile £100,000 £98,474 £88,750
Scotland median annual salary £54,388 £58,033 £55,000
% change year-on-year -6.28% +5.51% -4.35%

Python
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of permanent IT job postings citing Python relative to all permanent IT jobs advertised in Edinburgh.

Python job vacancy trend in Edinburgh

Python
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing Python.

Salary distribution trend for jobs in Edinburgh citing Python

Python
Salary Histogram in Edinburgh

Salary distribution for jobs citing Python in Edinburgh over the 6 months to 29 July 2026.

Salary histogram for Python in Edinburgh

Python
Co-Occurring Skills & Capabilities in Edinburgh by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 5 (5.95%) Apache Airflow
2 4 (4.76%) Jupyter
3 2 (2.38%) Apache
3 2 (2.38%) Apache Spark
4 1 (1.19%) WordPress
Applications
1 20 (23.81%) Microsoft Excel
2 4 (4.76%) Chatbot
Cloud Services
1 32 (38.10%) Azure
2 24 (28.57%) Azure AI
3 18 (21.43%) Power Platform
4 17 (20.24%) AWS
5 8 (9.52%) GCP
6 6 (7.14%) dbt
6 6 (7.14%) GitHub
7 4 (4.76%) Cloud Computing
7 4 (4.76%) SaaS
8 3 (3.57%) Amazon Bedrock
8 3 (3.57%) Amazon SageMaker
8 3 (3.57%) Azure Machine Learning
8 3 (3.57%) GitHub Actions
8 3 (3.57%) PaaS
9 2 (2.38%) Apigee
9 2 (2.38%) Cloud Composer
9 2 (2.38%) Cloud Run
9 2 (2.38%) Dataform
10 1 (1.19%) Azure Data Factory
10 1 (1.19%) Azure DevOps
Communications & Networking
1 2 (2.38%) Internet
1 2 (2.38%) TCP/IP
2 1 (1.19%) Broadband
2 1 (1.19%) DNS
Database & Business Intelligence
1 22 (26.19%) Tableau
2 18 (21.43%) Power BI
3 6 (7.14%) PostgreSQL
4 5 (5.95%) Data Mining
5 3 (3.57%) Big Data
5 3 (3.57%) Data Warehouse
5 3 (3.57%) DuckDB
5 3 (3.57%) Parquet
6 2 (2.38%) BigQuery
6 2 (2.38%) Data Lake
6 2 (2.38%) Data Vault
6 2 (2.38%) Metadata
6 2 (2.38%) SQL Server
7 1 (1.19%) Azure SQL Database
7 1 (1.19%) Delta Lake
7 1 (1.19%) NoSQL
7 1 (1.19%) Redis
Development Applications
1 4 (4.76%) Visual Studio Code
2 2 (2.38%) Git
2 2 (2.38%) Jenkins
2 2 (2.38%) JIRA
General
1 32 (38.10%) Social Skills
2 15 (17.86%) Finance
3 9 (10.71%) Inclusion and Diversity
4 7 (8.33%) Analytical Skills
5 4 (4.76%) Manufacturing
5 4 (4.76%) Retail
6 3 (3.57%) Public Sector
7 2 (2.38%) Aerospace
7 2 (2.38%) Multimedia
8 1 (1.19%) Documentation Skills
8 1 (1.19%) Electronics
8 1 (1.19%) Games
8 1 (1.19%) Influencing Skills
8 1 (1.19%) Law
8 1 (1.19%) Legal
8 1 (1.19%) Mandarin Language
8 1 (1.19%) Marketing
8 1 (1.19%) Presentation Skills
Job Titles
1 21 (25.00%) Analyst
2 20 (23.81%) Data Analyst
3 16 (19.05%) Developer
4 15 (17.86%) Junior
4 15 (17.86%) Junior Analyst
4 15 (17.86%) Junior Data Analyst
4 15 (17.86%) Python Developer
4 15 (17.86%) Senior
5 11 (13.10%) Trainee
6 9 (10.71%) Django Developer
6 9 (10.71%) Python/Django Developer
7 8 (9.52%) Artificial Intelligence Engineer
8 7 (8.33%) Data Engineer
9 5 (5.95%) Trainee Analyst
9 5 (5.95%) Trainee Data Analyst
10 4 (4.76%) Artificial Intelligence Programmer
10 4 (4.76%) Programmer
10 4 (4.76%) Python Engineer
10 4 (4.76%) Senior Data Engineer
10 4 (4.76%) Trainee Programmer
Libraries, Frameworks & Software Standards
1 9 (10.71%) Django
2 5 (5.95%) NumPy
2 5 (5.95%) React
2 5 (5.95%) scikit-learn
3 4 (4.76%) Hugging Face
3 4 (4.76%) Matplotlib
3 4 (4.76%) Pandas
3 4 (4.76%) Streamlit
4 3 (3.57%) Next.js
4 3 (3.57%) Svelte
4 3 (3.57%) SvelteKit
5 2 (2.38%) .NET
5 2 (2.38%) CSS
5 2 (2.38%) Great Expectations
5 2 (2.38%) HTML
6 1 (1.19%) CrewAI
6 1 (1.19%) Kafka
6 1 (1.19%) LangGraph
6 1 (1.19%) Node.js
6 1 (1.19%) Tailwind CSS
Miscellaneous
1 7 (8.33%) AI Agents
2 6 (7.14%) Cloud Native
3 5 (5.95%) Algorithms
4 3 (3.57%) Distributed Systems
4 3 (3.57%) Public Cloud
5 1 (1.19%) Autonomous Agent
5 1 (1.19%) Blog
5 1 (1.19%) FPGA
5 1 (1.19%) Low-Code
5 1 (1.19%) Self-Motivation
5 1 (1.19%) Sports Betting
5 1 (1.19%) VHDL
Operating Systems
1 2 (2.38%) Linux
1 2 (2.38%) Unix
2 1 (1.19%) Red Hat Enterprise Linux
2 1 (1.19%) Ubuntu
Processes & Methodologies
1 37 (44.05%) AI
2 17 (20.24%) Business Intelligence
3 14 (16.67%) LLM
4 13 (15.48%) Artificial Intelligence Engineering
5 12 (14.29%) Machine Learning
6 11 (13.10%) Analytics
6 11 (13.10%) Mentoring
7 9 (10.71%) CI/CD
7 9 (10.71%) Software Engineering
8 8 (9.52%) Agile
8 8 (9.52%) DevOps
9 6 (7.14%) Data Analytics
9 6 (7.14%) Data Pipeline
9 6 (7.14%) Problem-Solving
9 6 (7.14%) User-Centered Design (UCD)
10 5 (5.95%) Business Analysis
10 5 (5.95%) Data Analysis
10 5 (5.95%) Data Modelling
10 5 (5.95%) Test Automation
10 5 (5.95%) Workflow
Programming Languages
1 32 (38.10%) SQL
2 4 (4.76%) Java
3 3 (3.57%) C++
3 3 (3.57%) JavaScript
3 3 (3.57%) PowerShell
4 2 (2.38%) Bash
4 2 (2.38%) C
4 2 (2.38%) R
5 1 (1.19%) C#
5 1 (1.19%) Embedded C
5 1 (1.19%) Embedded C++
5 1 (1.19%) Kotlin
5 1 (1.19%) MATLAB
5 1 (1.19%) Rust
5 1 (1.19%) Scala
5 1 (1.19%) Shell Script
5 1 (1.19%) SystemVerilog
5 1 (1.19%) TypeScript
Qualifications
1 23 (27.38%) Azure Certification
2 6 (7.14%) AWS Certification
2 6 (7.14%) AWS Certified Cloud Practitioner
3 5 (5.95%) Degree
4 3 (3.57%) Microsoft Certification
4 3 (3.57%) SC Cleared
4 3 (3.57%) Security Cleared
5 2 (2.38%) BPSS Clearance
5 2 (2.38%) CISSP
5 2 (2.38%) CREST Certified
5 2 (2.38%) DV Cleared
5 2 (2.38%) Master's Degree
5 2 (2.38%) PhD
5 2 (2.38%) SANS
6 1 (1.19%) Computer Science Degree
6 1 (1.19%) MCT
Quality Assurance & Compliance
1 5 (5.95%) Data Quality
2 4 (4.76%) Accessibility
System Software
1 1 (1.19%) Firmware
Systems Management
1 5 (5.95%) Terraform
2 3 (3.57%) Kubernetes
Vendors
1 30 (35.71%) Microsoft
2 6 (7.14%) Databricks
2 6 (7.14%) Google
3 3 (3.57%) Foundry
3 3 (3.57%) Meraki
4 2 (2.38%) OpenAI
5 1 (1.19%) Altera
5 1 (1.19%) Red Hat
5 1 (1.19%) YouTube