Python Job Trends in Scotland

Python
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Python skills. It covers permanent job vacancies from the 6 months leading up to 20 April 2026, with comparisons to the same periods in the previous two years.

6 months to
20 Apr 2026
Same period 2025 Same period 2024
Rank 18 26 17
Rank change year-on-year +8 -9 -4
Permanent jobs citing Python 280 149 1,204
As % of all permanent jobs in Scotland 8.33% 7.74% 19.26%
As % of the Programming Languages category 41.30% 24.19% 33.16%
Number of salaries quoted 106 85 245
10th Percentile £28,250 £42,500 £38,250
25th Percentile £32,813 £47,231 £41,250
Median annual salary (50th Percentile) £47,299 £60,000 £51,528
Median % change year-on-year -21.17% +16.44% -20.73%
75th Percentile £78,790 £77,000 £71,750
90th Percentile £90,000 £82,751 £91,934
UK median annual salary £67,500 £75,000 £67,500
% change year-on-year -10.00% +11.11% -6.90%

All Programming Languages
Scotland

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 Scotland.

Permanent vacancies with a requirement for coding skills 678 616 3,631
As % of all permanent jobs advertised in Scotland 20.17% 32.00% 58.09%
Number of salaries quoted 292 452 1,146
10th Percentile £28,250 £37,000 £35,000
25th Percentile £37,000 £45,000 £43,750
Median annual salary (50th Percentile) £57,500 £57,500 £55,000
Median % change year-on-year - +4.55% -8.33%
75th Percentile £70,000 £77,000 £67,500
90th Percentile £85,000 £93,778 £80,000
UK median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -7.69%

Python
Job Vacancy Trend in Scotland

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

Python job vacancy trend in Scotland

Python
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Python.

Salary distribution trend for jobs in Scotland citing Python

Python
Salary Histogram in Scotland

Salary distribution for jobs citing Python in Scotland over the 6 months to 20 April 2026.

Salary histogram for Python in Scotland

Python
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Scotland region over the 6 months to 20 April 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +6 154 £40,000 -30.43% 53
Glasgow 0 52 £55,000 -27.02% 35
Aberdeen +2 30 £30,250 -39.50% 10
Dundee +1 25 - - 5
South Ayrshire - 8 £46,000 -
West Lothian - 2 - - 7
Highlands - 2 £50,000 - 2
Stirling - 1 - -
Lanarkshire - 1 £34,000 - 17
Scottish Borders - 1 £39,594 -
Python
UK

Python
Co-Occurring Skills & Capabilities in Scotland 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 (2.86%) Oracle SOA Suite
2 7 (2.50%) Apache Airflow
3 5 (1.79%) Apache Spark
3 5 (1.79%) Jupyter
4 3 (1.07%) Apache
4 3 (1.07%) WordPress
5 2 (0.71%) SharePoint
6 1 (0.36%) Microsoft Exchange
Applications
1 93 (33.21%) Microsoft Excel
2 5 (1.79%) Chatbot
3 2 (0.71%) Microsoft Office
Business Applications
1 16 (5.71%) Oracle ERP
2 1 (0.36%) FIS Private Capital Suite
Cloud Services
1 207 (73.93%) Azure
2 105 (37.50%) Azure AI
3 101 (36.07%) Power Platform
4 72 (25.71%) GitHub
5 64 (22.86%) AWS
6 34 (12.14%) Azure DevOps
7 26 (9.29%) Azure Data Factory
8 24 (8.57%) GitHub Copilot
9 22 (7.86%) Snowflake
10 19 (6.79%) dbt
11 18 (6.43%) GitHub Actions
12 17 (6.07%) GCP
12 17 (6.07%) OCI
13 11 (3.93%) Datadog
14 10 (3.57%) Entra ID
15 9 (3.21%) Power Automate
16 8 (2.86%) Azure Key Vault
16 8 (2.86%) IaaS
17 7 (2.50%) AWS CloudFormation
17 7 (2.50%) Azure Synapse Analytics
Communications & Networking
1 25 (8.93%) Internet
2 11 (3.93%) TCP/IP
3 8 (2.86%) Wireshark
4 7 (2.50%) ATM
4 7 (2.50%) Multicast
4 7 (2.50%) tcpdump
5 5 (1.79%) WAN
6 4 (1.43%) Firewall
7 3 (1.07%) BGP
7 3 (1.07%) Broadband
7 3 (1.07%) LAN
7 3 (1.07%) MPLS
7 3 (1.07%) MQTT
7 3 (1.07%) Wireless
8 2 (0.71%) Software-Defined Networking
9 1 (0.36%) DHCP
9 1 (0.36%) Ethernet VPN
9 1 (0.36%) SD-WAN
9 1 (0.36%) VPN
9 1 (0.36%) VXLAN
Database & Business Intelligence
1 102 (36.43%) Tableau
2 101 (36.07%) Power BI
3 12 (4.29%) Data Mining
4 11 (3.93%) PostgreSQL
5 10 (3.57%) Data Lake
5 10 (3.57%) Data Warehouse
5 10 (3.57%) Metadata
6 6 (2.14%) Amazon RDS
6 6 (2.14%) SQL Server
7 4 (1.43%) Elasticsearch
8 3 (1.07%) Big Data
8 3 (1.07%) Redis
9 2 (0.71%) Amazon Redshift
9 2 (0.71%) Azure SQL Database
9 2 (0.71%) BigQuery
9 2 (0.71%) MySQL
9 2 (0.71%) Neo4j
9 2 (0.71%) Pinecone
10 1 (0.36%) NoSQL
10 1 (0.36%) Oracle Exadata
Development Applications
1 30 (10.71%) Git
2 26 (9.29%) Jenkins
3 16 (5.71%) Oracle Forms
4 13 (4.64%) JIRA
5 6 (2.14%) Visual Studio Code
6 4 (1.43%) ER Studio
6 4 (1.43%) ERwin
7 3 (1.07%) GitLab
8 1 (0.36%) Bitbucket
8 1 (0.36%) Cucumber
8 1 (0.36%) JMeter
8 1 (0.36%) LabVIEW
8 1 (0.36%) Locust
8 1 (0.36%) MLflow
8 1 (0.36%) Rational DOORS
8 1 (0.36%) Rational Rhapsody
8 1 (0.36%) Rational Statemate
General
1 141 (50.36%) Social Skills
2 82 (29.29%) Finance
3 28 (10.00%) Analytical Skills
4 25 (8.93%) Multimedia
5 10 (3.57%) Aerospace
5 10 (3.57%) Automotive
6 6 (2.14%) Inclusion and Diversity
6 6 (2.14%) Manufacturing
6 6 (2.14%) Retail
6 6 (2.14%) Spanish Language
7 5 (1.79%) Public Sector
8 3 (1.07%) Legal
9 2 (0.71%) Health Technology
9 2 (0.71%) Influencing Skills
9 2 (0.71%) Pharmaceutical
10 1 (0.36%) Banking
10 1 (0.36%) Electronics
10 1 (0.36%) Mandarin Language
10 1 (0.36%) Military
10 1 (0.36%) Police
Job Titles
1 92 (32.86%) Analyst
1 92 (32.86%) Data Analyst
2 82 (29.29%) Junior
3 80 (28.57%) Junior Analyst
3 80 (28.57%) Junior Data Analyst
4 44 (15.71%) Senior
5 42 (15.00%) Trainee
6 30 (10.71%) Applications Engineer
7 23 (8.21%) Artificial Intelligence Engineer
8 21 (7.50%) Developer
9 16 (5.71%) Cloud Engineer
10 14 (5.00%) Trainee Developer
11 12 (4.29%) Trainee Analyst
11 12 (4.29%) Trainee Data Analyst
12 10 (3.57%) Architect
12 10 (3.57%) Data Engineer
12 10 (3.57%) Development Engineer
12 10 (3.57%) Lead
13 9 (3.21%) Software Developer
14 8 (2.86%) Senior Development Engineer
Libraries, Frameworks & Software Standards
1 26 (9.29%) CSS
1 26 (9.29%) HTML
2 17 (6.07%) RESTful
3 14 (5.00%) React
4 13 (4.64%) .NET
5 10 (3.57%) ADO
6 9 (3.21%) JSON
6 9 (3.21%) OAuth
6 9 (3.21%) OAuth2
6 9 (3.21%) YAML
7 8 (2.86%) SAML
7 8 (2.86%) SOAP
7 8 (2.86%) XML
8 7 (2.50%) Kafka
8 7 (2.50%) Node.js
8 7 (2.50%) NumPy
9 6 (2.14%) Hugging Face
9 6 (2.14%) Pandas
9 6 (2.14%) scikit-learn
9 6 (2.14%) Tailwind CSS
Miscellaneous
1 35 (12.50%) Cloud Native
2 17 (6.07%) Enterprise Software
3 16 (5.71%) Product Ownership
4 11 (3.93%) Onboarding
5 9 (3.21%) Distributed Systems
6 8 (2.86%) Low-Code
6 8 (2.86%) Self-Motivation
7 7 (2.50%) Data Protection Act
8 6 (2.14%) Algorithms
9 3 (1.07%) Data Centre
9 3 (1.07%) Data Structures
9 3 (1.07%) Enterprise Cloud
9 3 (1.07%) Public Cloud
9 3 (1.07%) Robotics
10 2 (0.71%) AI Agents
10 2 (0.71%) FPGA
10 2 (0.71%) IoT
10 2 (0.71%) Linux Command Line
10 2 (0.71%) Replication
11 1 (0.36%) Autonomous Agent
Operating Systems
1 13 (4.64%) Linux
2 8 (2.86%) Red Hat Enterprise Linux
3 4 (1.43%) Windows
4 3 (1.07%) Unix
5 2 (0.71%) Windows Server
6 1 (0.36%) AIX
6 1 (0.36%) Mac OS
6 1 (0.36%) Solaris
6 1 (0.36%) Windows Server 2016
Processes & Methodologies
1 153 (54.64%) AI
2 100 (35.71%) Business Intelligence
3 67 (23.93%) CI/CD
3 67 (23.93%) DevOps
4 60 (21.43%) Agile
5 57 (20.36%) Coaching
6 54 (19.29%) Asset Management
7 49 (17.50%) Continuous Improvement
8 45 (16.07%) Mentoring
9 42 (15.00%) Test Automation
10 41 (14.64%) Analytics
11 38 (13.57%) Observability
12 30 (10.71%) Cybersecurity
13 28 (10.00%) Artificial Intelligence Engineering
13 28 (10.00%) Data Modelling
14 26 (9.29%) Problem-Solving
15 25 (8.93%) Machine Learning
16 24 (8.57%) Data Governance
17 23 (8.21%) Data Engineering
17 23 (8.21%) Data Pipeline
Programming Languages
1 151 (53.93%) SQL
2 40 (14.29%) JavaScript
3 29 (10.36%) Java
4 24 (8.57%) PowerShell
5 16 (5.71%) PL/SQL
5 16 (5.71%) Shell Script
6 12 (4.29%) R
7 11 (3.93%) Bash
8 7 (2.50%) T-SQL
9 5 (1.79%) TypeScript
10 4 (1.43%) C++
11 3 (1.07%) C
11 3 (1.07%) C#
11 3 (1.07%) Scala
12 1 (0.36%) Ada
12 1 (0.36%) Apex Code
12 1 (0.36%) Embedded C
12 1 (0.36%) Embedded C++
12 1 (0.36%) MATLAB
12 1 (0.36%) Rust
Qualifications
1 125 (44.64%) Azure Certification
2 30 (10.71%) AWS Certification
2 30 (10.71%) AWS Certified Cloud Practitioner
3 26 (9.29%) Microsoft Certification
4 8 (2.86%) BPSS Clearance
4 8 (2.86%) Degree
5 7 (2.50%) CISSP
5 7 (2.50%) CREST Certified
5 7 (2.50%) SANS
6 4 (1.43%) SC Cleared
6 4 (1.43%) Security Cleared
7 2 (0.71%) Computer Science Degree
8 1 (0.36%) CCNA
8 1 (0.36%) CCNP
8 1 (0.36%) Cisco Certification
8 1 (0.36%) CompTIA Security+
8 1 (0.36%) GREM
8 1 (0.36%) JNCIP
8 1 (0.36%) OSCP
8 1 (0.36%) PhD
Quality Assurance & Compliance
1 17 (6.07%) Accessibility
2 14 (5.00%) Data Quality
3 12 (4.29%) QA
4 1 (0.36%) WCAG
System Software
1 28 (10.00%) Docker
2 9 (3.21%) Active Directory
3 8 (2.86%) VMware Infrastructure
4 7 (2.50%) KVM
5 3 (1.07%) Virtual Machines
6 2 (0.71%) Virtual Desktop
7 1 (0.36%) Hyper-V
7 1 (0.36%) Oracle RAC
Systems Management
1 50 (17.86%) Terraform
2 26 (9.29%) Kubernetes
3 16 (5.71%) Single Sign-On
4 15 (5.36%) Grafana
5 13 (4.64%) Prometheus
6 10 (3.57%) Ansible
7 7 (2.50%) Puppet
8 3 (1.07%) Microsoft Intune
9 2 (0.71%) AWS Copilot
10 1 (0.36%) Computer Incident Response Team
10 1 (0.36%) Data Guard
10 1 (0.36%) Oracle Enterprise Manager
10 1 (0.36%) Oracle Flashback
10 1 (0.36%) QRadar
Vendors
1 153 (54.64%) Microsoft
2 17 (6.07%) Oracle
3 14 (5.00%) Databricks
4 11 (3.93%) Google
5 8 (2.86%) Okta
5 8 (2.86%) VMware
6 4 (1.43%) ServiceNow
6 4 (1.43%) Splunk
7 3 (1.07%) F5
7 3 (1.07%) Fortinet
7 3 (1.07%) Foundry
7 3 (1.07%) Meraki
7 3 (1.07%) SolarWinds
8 2 (0.71%) Cisco
8 2 (0.71%) OpenAI
9 1 (0.36%) Green Hills
9 1 (0.36%) Juniper
9 1 (0.36%) Red Hat
9 1 (0.36%) Remedy
9 1 (0.36%) Salesforce