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 1 April 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Apr 2026
Same period 2025 Same period 2024
Rank 12 18 12
Rank change year-on-year +6 -6 +1
Permanent jobs citing Python 155 113 172
As % of all permanent jobs in Edinburgh 13.29% 11.97% 13.03%
As % of the Programming Languages category 40.16% 30.96% 29.86%
Number of salaries quoted 74 58 128
10th Percentile £28,250 £42,500 £40,000
25th Percentile £29,188 £45,000 £46,306
Median annual salary (50th Percentile) £41,250 £60,000 £63,750
Median % change year-on-year -31.25% -5.88% -1.92%
75th Percentile £79,697 £77,375 £77,500
90th Percentile £89,625 £81,700 £97,119
Scotland median annual salary £42,500 £60,000 £52,500
% change year-on-year -29.17% +14.29% -19.23%

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 386 365 576
As % of all permanent jobs advertised in Edinburgh 33.10% 38.67% 43.64%
Number of salaries quoted 190 261 467
10th Percentile £28,250 £42,500 £45,000
25th Percentile £35,000 £49,118 £50,429
Median annual salary (50th Percentile) £58,750 £60,000 £60,000
Median % change year-on-year -2.08% - -7.69%
75th Percentile £75,000 £81,250 £75,000
90th Percentile £88,750 £98,474 £91,934
Scotland median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -8.33%

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 1 April 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 8 (5.16%) Oracle SOA Suite
2 6 (3.87%) Apache Airflow
3 5 (3.23%) Apache Spark
3 5 (3.23%) Jupyter
4 2 (1.29%) Apache
5 1 (0.65%) SharePoint
5 1 (0.65%) WordPress
Applications
1 30 (19.35%) Microsoft Excel
2 5 (3.23%) Chatbot
Business Applications
1 16 (10.32%) Oracle ERP
2 1 (0.65%) FIS Private Capital Suite
Cloud Services
1 110 (70.97%) Azure
2 70 (45.16%) GitHub
3 51 (32.90%) AWS
4 37 (23.87%) Power Platform
5 34 (21.94%) Azure DevOps
6 26 (16.77%) Azure Data Factory
7 22 (14.19%) GitHub Copilot
8 20 (12.90%) GitHub Actions
8 20 (12.90%) Snowflake
9 19 (12.26%) Azure AI
9 19 (12.26%) dbt
10 17 (10.97%) GCP
11 16 (10.32%) OCI
12 11 (7.10%) Datadog
13 10 (6.45%) Entra ID
14 8 (5.16%) Azure Key Vault
15 7 (4.52%) Azure Synapse Analytics
15 7 (4.52%) Power Automate
16 6 (3.87%) PaaS
17 5 (3.23%) AWS CloudFormation
Communications & Networking
1 19 (12.26%) Internet
2 4 (2.58%) TCP/IP
3 3 (1.94%) BGP
3 3 (1.94%) Firewall
3 3 (1.94%) LAN
3 3 (1.94%) MPLS
3 3 (1.94%) WAN
3 3 (1.94%) Wireless
4 2 (1.29%) Software-Defined Networking
5 1 (0.65%) Wireshark
Database & Business Intelligence
1 39 (25.16%) Tableau
2 37 (23.87%) Power BI
3 12 (7.74%) Data Mining
4 10 (6.45%) Data Warehouse
5 9 (5.81%) Metadata
6 8 (5.16%) Data Lake
7 7 (4.52%) PostgreSQL
8 5 (3.23%) Elasticsearch
9 4 (2.58%) Amazon RDS
9 4 (2.58%) Redis
10 3 (1.94%) Big Data
11 2 (1.29%) Azure SQL Database
11 2 (1.29%) BigQuery
12 1 (0.65%) Amazon Redshift
12 1 (0.65%) Data Vault
12 1 (0.65%) Delta Lake
12 1 (0.65%) DynamoDB
12 1 (0.65%) NoSQL
12 1 (0.65%) SQL Server
Development Applications
1 26 (16.77%) Git
2 25 (16.13%) Jenkins
3 16 (10.32%) Oracle Forms
4 12 (7.74%) JIRA
5 6 (3.87%) Visual Studio Code
6 4 (2.58%) ER Studio
6 4 (2.58%) ERwin
7 1 (0.65%) Cucumber
7 1 (0.65%) JMeter
7 1 (0.65%) Locust
General
1 82 (52.90%) Finance
2 43 (27.74%) Social Skills
3 25 (16.13%) Analytical Skills
4 19 (12.26%) Multimedia
5 7 (4.52%) Inclusion and Diversity
6 5 (3.23%) Manufacturing
6 5 (3.23%) Retail
7 4 (2.58%) Public Sector
8 1 (0.65%) Influencing Skills
8 1 (0.65%) Mandarin Language
Job Titles
1 36 (23.23%) Trainee
2 33 (21.29%) Senior
3 32 (20.65%) Applications Engineer
4 29 (18.71%) Analyst
4 29 (18.71%) Data Analyst
5 18 (11.61%) Junior
6 17 (10.97%) Junior Analyst
6 17 (10.97%) Junior Data Analyst
7 16 (10.32%) Cloud Engineer
8 12 (7.74%) Trainee Analyst
8 12 (7.74%) Trainee Data Analyst
9 10 (6.45%) Developer
9 10 (6.45%) Development Engineer
9 10 (6.45%) Trainee Developer
10 9 (5.81%) Data Engineer
10 9 (5.81%) Security Engineer
10 9 (5.81%) Software Developer
10 9 (5.81%) Trainee Software Developer
11 8 (5.16%) Azure Engineer
11 8 (5.16%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 20 (12.90%) CSS
1 20 (12.90%) HTML
2 16 (10.32%) RESTful
3 12 (7.74%) .NET
4 10 (6.45%) ADO
5 8 (5.16%) JSON
5 8 (5.16%) OAuth
5 8 (5.16%) OAuth2
5 8 (5.16%) SAML
5 8 (5.16%) SOAP
5 8 (5.16%) XML
5 8 (5.16%) YAML
6 7 (4.52%) Django
7 6 (3.87%) NumPy
7 6 (3.87%) React
7 6 (3.87%) scikit-learn
8 5 (3.23%) Hugging Face
8 5 (3.23%) Matplotlib
8 5 (3.23%) Node.js
8 5 (3.23%) Pandas
Miscellaneous
1 29 (18.71%) Cloud Native
2 17 (10.97%) Enterprise Software
3 15 (9.68%) Product Ownership
4 10 (6.45%) Onboarding
5 8 (5.16%) Low-Code
6 7 (4.52%) Self-Motivation
7 6 (3.87%) Algorithms
8 5 (3.23%) Data Protection Act
9 4 (2.58%) Distributed Systems
10 3 (1.94%) Linux Command Line
10 3 (1.94%) Public Cloud
11 2 (1.29%) Data Centre
12 1 (0.65%) AI Agents
12 1 (0.65%) Autonomous Agent
12 1 (0.65%) Blog
12 1 (0.65%) Cyber Kill Chain
12 1 (0.65%) Data Structures
12 1 (0.65%) Security Posture
Operating Systems
1 5 (3.23%) Linux
2 4 (2.58%) Unix
3 1 (0.65%) Mac OS
3 1 (0.65%) Windows
Processes & Methodologies
1 65 (41.94%) DevOps
2 60 (38.71%) CI/CD
3 56 (36.13%) Agile
4 55 (35.48%) Coaching
5 54 (34.84%) AI
5 54 (34.84%) Asset Management
6 38 (24.52%) Analytics
7 37 (23.87%) Continuous Improvement
8 36 (23.23%) Business Intelligence
8 36 (23.23%) Test Automation
9 33 (21.29%) Mentoring
9 33 (21.29%) Observability
10 26 (16.77%) Data Modelling
11 25 (16.13%) Problem-Solving
12 22 (14.19%) Cybersecurity
12 22 (14.19%) Platform Engineering
13 21 (13.55%) Data Governance
13 21 (13.55%) Data Pipeline
14 19 (12.26%) Data Analysis
15 17 (10.97%) Data Engineering
Programming Languages
1 81 (52.26%) SQL
2 30 (19.35%) JavaScript
3 24 (15.48%) PowerShell
4 23 (14.84%) Java
5 16 (10.32%) PL/SQL
5 16 (10.32%) Shell Script
6 11 (7.10%) Bash
7 10 (6.45%) R
8 7 (4.52%) T-SQL
9 3 (1.94%) Scala
10 2 (1.29%) C#
10 2 (1.29%) C++
10 2 (1.29%) TypeScript
11 1 (0.65%) C
11 1 (0.65%) Kotlin
11 1 (0.65%) Rust
Qualifications
1 38 (24.52%) Azure Certification
2 24 (15.48%) AWS Certification
2 24 (15.48%) AWS Certified Cloud Practitioner
3 19 (12.26%) Microsoft Certification
4 9 (5.81%) CISSP
4 9 (5.81%) CREST Certified
4 9 (5.81%) SANS
5 6 (3.87%) SC Cleared
5 6 (3.87%) Security Cleared
6 3 (1.94%) Degree
7 2 (1.29%) Computer Science Degree
8 1 (0.65%) CEH
8 1 (0.65%) GIAC
8 1 (0.65%) GREM
8 1 (0.65%) OSCP
8 1 (0.65%) PhD
Quality Assurance & Compliance
1 18 (11.61%) Accessibility
2 13 (8.39%) Data Quality
3 11 (7.10%) QA
4 1 (0.65%) WCAG
System Software
1 15 (9.68%) Docker
2 8 (5.16%) Active Directory
3 2 (1.29%) Virtual Desktop
3 2 (1.29%) Virtual Machines
Systems Management
1 48 (30.97%) Terraform
2 16 (10.32%) Single Sign-On
3 15 (9.68%) Kubernetes
4 14 (9.03%) Grafana
5 13 (8.39%) Prometheus
6 3 (1.94%) Ansible
6 3 (1.94%) AWS Copilot
7 2 (1.29%) Microsoft Intune
8 1 (0.65%) Computer Incident Response Team
8 1 (0.65%) QRadar
Vendors
1 75 (48.39%) Microsoft
2 16 (10.32%) Oracle
3 12 (7.74%) Databricks
4 9 (5.81%) Google
5 8 (5.16%) Okta
6 4 (2.58%) Splunk
7 3 (1.94%) F5
7 3 (1.94%) Fortinet
7 3 (1.94%) ServiceNow
7 3 (1.94%) SolarWinds
8 2 (1.29%) OpenAI
9 1 (0.65%) CrowdStrike
9 1 (0.65%) FIS