Python Job Trends in England

Python
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Python skills. It covers permanent job vacancies from the 6 months leading up to 5 May 2026, with comparisons to the same periods in the previous two years.

6 months to
5 May 2026
Same period 2025 Same period 2024
Rank 14 10 16
Rank change year-on-year -4 +6 -5
Permanent jobs citing Python 6,037 4,833 7,169
As % of all permanent jobs in England 7.46% 12.57% 8.59%
As % of the Programming Languages category 42.86% 38.49% 26.50%
Number of salaries quoted 3,461 3,128 5,548
10th Percentile £33,750 £45,000 £40,000
25th Percentile £47,500 £56,250 £50,000
Median annual salary (50th Percentile) £70,000 £75,000 £70,000
Median % change year-on-year -6.67% +7.14% -3.45%
75th Percentile £90,000 £100,000 £92,500
90th Percentile £102,500 £127,500 £122,500
UK median annual salary £67,500 £75,000 £67,500
% change year-on-year -10.00% +11.11% -6.90%

All Programming Languages
England

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 England.

Permanent vacancies with a requirement for coding skills 14,084 12,556 27,057
As % of all permanent jobs advertised in England 17.40% 32.67% 32.42%
Number of salaries quoted 9,885 9,192 22,430
10th Percentile £36,250 £36,750 £35,238
25th Percentile £48,500 £47,663 £45,000
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% -7.69%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £112,500 £100,000
UK median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -7.69%

Python
Job Vacancy Trend in England

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

Python job vacancy trend in England

Python
Salary Trend in England

Salary distribution trend for jobs in England citing Python.

Salary distribution trend for jobs in England citing Python

Python
Salary Histogram in England

Salary distribution for jobs citing Python in England over the 6 months to 5 May 2026.

Salary histogram for Python in England

Python
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the England region over the 6 months to 5 May 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
London -1 2,365 £85,000 -5.56% 1,309
North of England -15 1,198 £55,000 -15.38% 484
South East -1 885 £60,000 -7.69% 608
Midlands +13 671 £55,000 - 241
Yorkshire +16 535 £50,000 -23.08% 137
South West +7 528 £57,500 - 226
North West -23 499 £61,334 -5.64% 251
West Midlands +22 386 £60,000 +9.09% 118
East of England -7 323 £60,000 -9.39% 208
East Midlands +15 285 £55,000 - 123
North East +17 164 £47,000 -27.69% 98
Python
UK

Python
Co-Occurring Skills & Capabilities in England 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
1 213 (3.53%) Apache Airflow
2 188 (3.11%) Apache Spark
3 132 (2.19%) Apache
4 65 (1.08%) Jupyter
5 60 (0.99%) WordPress
6 39 (0.65%) Confluence
7 31 (0.51%) SAS
8 27 (0.45%) Palantir Foundry
9 26 (0.43%) SharePoint
10 24 (0.40%) Microsoft Exchange
11 16 (0.27%) Appian
12 15 (0.25%) IIS
13 9 (0.15%) nginx
14 7 (0.12%) OpenStack
15 6 (0.099%) Tomcat
16 5 (0.083%) CMS
16 5 (0.083%) GeoServer
17 3 (0.050%) Apache Pulsar
17 3 (0.050%) Apache Superset
18 2 (0.033%) Headless CMS
Applications
1 1,221 (20.23%) Microsoft Excel
2 67 (1.11%) Chatbot
3 47 (0.78%) Microsoft Office
4 39 (0.65%) MS Visio
5 17 (0.28%) Microsoft PowerPoint
5 17 (0.28%) Spreadsheet
6 9 (0.15%) Simulink
7 5 (0.083%) Microsoft Project
8 3 (0.050%) CATIA
9 2 (0.033%) Adobe XD
9 2 (0.033%) SOLIDWORKS
10 1 (0.017%) AutoCAD
10 1 (0.017%) Notion
10 1 (0.017%) Siemens NX
10 1 (0.017%) Trello
10 1 (0.017%) Windchill
Business Applications
1 13 (0.22%) NetSuite
2 5 (0.083%) SAP ERP
3 4 (0.066%) Dynamics CRM
3 4 (0.066%) Fidessa
3 4 (0.066%) Line 50
4 3 (0.050%) Magento
4 3 (0.050%) Markit EDM
4 3 (0.050%) SAP S/4HANA
4 3 (0.050%) SAP SD
4 3 (0.050%) Shopify
5 2 (0.033%) Aladdin
5 2 (0.033%) Elite 3E
5 2 (0.033%) Infor M3
6 1 (0.017%) Actimize
6 1 (0.017%) Bloomberg AIM
6 1 (0.017%) Dynamics NAV
6 1 (0.017%) Endur
6 1 (0.017%) Findur
6 1 (0.017%) Primavera
6 1 (0.017%) SimCorp Dimension
Cloud Services
1 2,872 (47.57%) Azure
2 1,820 (30.15%) AWS
3 1,440 (23.85%) Power Platform
4 1,316 (21.80%) Azure AI
5 629 (10.42%) GCP
6 532 (8.81%) GitHub
7 298 (4.94%) Serverless
8 229 (3.79%) SaaS
9 210 (3.48%) Amazon S3
10 209 (3.46%) Azure DevOps
11 189 (3.13%) AWS Lambda
12 180 (2.98%) GitHub Actions
13 174 (2.88%) Snowflake
14 161 (2.67%) dbt
15 159 (2.63%) Azure Data Factory
16 132 (2.19%) AWS CloudFormation
16 132 (2.19%) Microsoft 365
17 123 (2.04%) Azure Synapse Analytics
18 94 (1.56%) OpenShift
19 92 (1.52%) Amazon EKS
Communications & Networking
1 206 (3.41%) Firewall
1 206 (3.41%) Internet
2 150 (2.48%) Broadband
3 123 (2.04%) DNS
4 114 (1.89%) VPN
5 94 (1.56%) Network Security
6 91 (1.51%) TCP/IP
7 81 (1.34%) WAN
8 74 (1.23%) LAN
9 65 (1.08%) BGP
9 65 (1.08%) Wireless
10 55 (0.91%) HTTP
11 51 (0.84%) VLAN
12 46 (0.76%) OSPF
13 41 (0.68%) SD-WAN
14 40 (0.66%) Cisco ASA
15 35 (0.58%) Wi-Fi
16 33 (0.55%) DHCP
17 29 (0.48%) MPLS
18 28 (0.46%) EIGRP
Database & Business Intelligence
1 1,393 (23.07%) Power BI
2 1,303 (21.58%) Tableau
3 268 (4.44%) Data Warehouse
4 212 (3.51%) PostgreSQL
5 195 (3.23%) SQL Server
6 171 (2.83%) NoSQL
7 144 (2.39%) Data Lake
8 139 (2.30%) Relational Database
9 133 (2.20%) Data Mining
10 126 (2.09%) BigQuery
11 118 (1.95%) MongoDB
12 112 (1.86%) Elasticsearch
13 107 (1.77%) Amazon Redshift
14 94 (1.56%) Big Data
15 90 (1.49%) Metadata
16 77 (1.28%) MySQL
17 65 (1.08%) Amazon RDS
18 56 (0.93%) DynamoDB
19 55 (0.91%) Spark SQL
20 49 (0.81%) Looker
Development Applications
1 660 (10.93%) Git
2 246 (4.07%) Jenkins
3 219 (3.63%) GitLab
4 115 (1.90%) JIRA
5 77 (1.28%) Visual Studio Code
6 63 (1.04%) MLflow
7 54 (0.89%) Selenium
8 45 (0.75%) Bitbucket
9 43 (0.71%) Cucumber
10 37 (0.61%) Postman
11 28 (0.46%) SonarQube
12 26 (0.43%) Claude Code
13 25 (0.41%) IBM UrbanCode
14 23 (0.38%) Cypress.io
15 21 (0.35%) JUnit
16 20 (0.33%) CircleCI
17 19 (0.31%) Jaeger
18 17 (0.28%) Burp Suite
18 17 (0.28%) JMeter
18 17 (0.28%) LabVIEW
General
1 2,336 (38.69%) Social Skills
2 1,164 (19.28%) Finance
3 796 (13.19%) Analytical Skills
4 256 (4.24%) Banking
5 247 (4.09%) Inclusion and Diversity
6 207 (3.43%) Public Sector
7 191 (3.16%) Multimedia
8 175 (2.90%) Retail
9 161 (2.67%) Law
10 144 (2.39%) Manufacturing
11 133 (2.20%) Front Office
12 99 (1.64%) Marketing
13 96 (1.59%) Telecoms
14 92 (1.52%) Legal
15 74 (1.23%) Electronics
16 66 (1.09%) Organisational Skills
17 57 (0.94%) Investment Banking
18 54 (0.89%) Aerospace
19 53 (0.88%) Financial Institution
20 46 (0.76%) Documentation Skills
Job Titles
1 1,422 (23.55%) Analyst
2 1,243 (20.59%) Data Analyst
3 1,034 (17.13%) Junior
4 994 (16.47%) Junior Analyst
4 994 (16.47%) Junior Data Analyst
5 916 (15.17%) Developer
6 873 (14.46%) Senior
7 562 (9.31%) Software Engineer
8 524 (8.68%) Data Engineer
9 482 (7.98%) Lead
10 452 (7.49%) Python Engineer
11 395 (6.54%) Artificial Intelligence Engineer
12 387 (6.41%) Python Developer
13 354 (5.86%) Trainee
14 208 (3.45%) Software Developer
15 197 (3.26%) Python Software Engineer
16 177 (2.93%) AWS Engineer
17 176 (2.92%) Full-Stack Developer
18 159 (2.63%) Senior Developer
19 156 (2.58%) Architect
Libraries, Frameworks & Software Standards
1 384 (6.36%) React
2 328 (5.43%) HTML
3 289 (4.79%) CSS
4 244 (4.04%) Kafka
5 211 (3.50%) Node.js
6 206 (3.41%) PySpark
7 204 (3.38%) REST
8 188 (3.11%) Django
9 176 (2.92%) RESTful
10 167 (2.77%) .NET
11 166 (2.75%) Pandas
12 164 (2.72%) PyTorch
13 145 (2.40%) FastAPI
14 140 (2.32%) TensorFlow
15 128 (2.12%) scikit-learn
16 123 (2.04%) Flask
17 106 (1.76%) NumPy
18 101 (1.67%) JSON
19 99 (1.64%) LangChain
20 89 (1.47%) Elastic Stack
Miscellaneous
1 336 (5.57%) Cloud Native
2 295 (4.89%) Algorithms
3 243 (4.03%) Distributed Systems
4 163 (2.70%) Data Structures
5 124 (2.05%) Product Ownership
6 120 (1.99%) Onboarding
7 102 (1.69%) AI Agents
8 93 (1.54%) Data Centre
9 88 (1.46%) Management Information System
10 87 (1.44%) Public Cloud
11 86 (1.42%) Low-Code
12 84 (1.39%) Fixed Income
12 84 (1.39%) Greenfield Project
13 79 (1.31%) Equities
13 79 (1.31%) Hedge funds
14 78 (1.29%) Security Posture
14 78 (1.29%) Self-Motivation
14 78 (1.29%) Video\Live Streaming
15 76 (1.26%) Hybrid Cloud
16 75 (1.24%) Legacy Systems
Operating Systems
1 581 (9.62%) Linux
2 243 (4.03%) Windows
3 124 (2.05%) Unix
4 69 (1.14%) Windows Server
5 54 (0.89%) Red Hat Enterprise Linux
6 41 (0.68%) CentOS
7 29 (0.48%) Ubuntu
8 26 (0.43%) Mac OS
9 13 (0.22%) Windows 10
10 11 (0.18%) Debian
11 10 (0.17%) Windows Server 2016
11 10 (0.17%) Windows Server 2019
12 9 (0.15%) Android
12 9 (0.15%) Apple iOS
12 9 (0.15%) VMS
13 8 (0.13%) Kali Linux
14 7 (0.12%) FreeRTOS
15 6 (0.099%) Solaris
16 4 (0.066%) Rocky
16 4 (0.066%) Windows Server 2012
Processes & Methodologies
1 2,510 (41.58%) AI
2 1,490 (24.68%) Business Intelligence
3 1,217 (20.16%) CI/CD
4 1,096 (18.15%) Software Engineering
5 959 (15.89%) Problem-Solving
6 945 (15.65%) Analytics
7 931 (15.42%) Agile
8 909 (15.06%) DevOps
9 724 (11.99%) Machine Learning
10 716 (11.86%) Mentoring
11 670 (11.10%) Infrastructure as Code
12 585 (9.69%) Data Modelling
13 567 (9.39%) Data Pipeline
14 559 (9.26%) Data Engineering
15 553 (9.16%) Data Science
16 550 (9.11%) ETL
17 530 (8.78%) Computer Science
18 516 (8.55%) Continuous Improvement
19 495 (8.20%) Containerisation
20 458 (7.59%) Full-Stack Development
Programming Languages
1 2,477 (41.03%) SQL
2 728 (12.06%) JavaScript
3 659 (10.92%) Java
4 440 (7.29%) PowerShell
5 434 (7.19%) Bash
6 366 (6.06%) TypeScript
7 345 (5.71%) C++
8 334 (5.53%) C#
9 283 (4.69%) Go
10 219 (3.63%) R
11 152 (2.52%) C
12 120 (1.99%) Scala
13 79 (1.31%) Rust
14 67 (1.11%) PHP
15 66 (1.09%) VBA
16 54 (0.89%) Bicep
17 43 (0.71%) Perl
18 39 (0.65%) Data Analysis Expressions
19 36 (0.60%) T-SQL
20 32 (0.53%) MATLAB
Qualifications
1 1,555 (25.76%) Azure Certification
2 775 (12.84%) Degree
3 524 (8.68%) Security Cleared
4 336 (5.57%) AWS Certification
5 304 (5.04%) SC Cleared
6 280 (4.64%) Computer Science Degree
7 247 (4.09%) AWS Certified Cloud Practitioner
8 245 (4.06%) Microsoft Certification
9 178 (2.95%) DV Cleared
10 148 (2.45%) Master's Degree
11 88 (1.46%) PhD
12 76 (1.26%) Cisco Certification
13 64 (1.06%) CCNP
14 50 (0.83%) OSCP
15 48 (0.80%) CISSP
16 47 (0.78%) DBS Check
17 35 (0.58%) AWS Certified Solutions Architect
18 32 (0.53%) CREST Certified
19 27 (0.45%) GIAC
20 26 (0.43%) CCIE
Quality Assurance & Compliance
1 387 (6.41%) Data Quality
2 231 (3.83%) QA
3 123 (2.04%) GDPR
4 105 (1.74%) NIST
5 97 (1.61%) ISO/IEC 27001
6 59 (0.98%) Accessibility
7 44 (0.73%) PCI DSS
8 36 (0.60%) SOC 2
9 35 (0.58%) California Consumer Privacy Act
10 23 (0.38%) PMO
11 22 (0.36%) Actionable Recommendations
11 22 (0.36%) GRC
11 22 (0.36%) HIPAA
12 17 (0.28%) SLA
13 14 (0.23%) ISO 22301
14 9 (0.15%) Cyber Essentials
14 9 (0.15%) ISO 9001
15 7 (0.12%) ISO 26262
15 7 (0.12%) Sarbanes-Oxley
16 6 (0.099%) Basel III
System Software
1 579 (9.59%) Docker
2 108 (1.79%) Active Directory
3 82 (1.36%) VMware Infrastructure
4 53 (0.88%) Firmware
5 33 (0.55%) Virtual Machines
6 26 (0.43%) Hyper-V
7 22 (0.36%) KVM
8 16 (0.27%) ProxySG
9 14 (0.23%) vSphere
10 11 (0.18%) Embedded Firmware
11 10 (0.17%) Virtual Desktop
12 7 (0.12%) VMware NSX
13 5 (0.083%) iptables
13 5 (0.083%) Lustre
13 5 (0.083%) Microsoft Virtual Server
13 5 (0.083%) Slurm Workload Manager
13 5 (0.083%) Virtual Servers
14 4 (0.066%) Squid
15 3 (0.050%) Kamailio
15 3 (0.050%) Oracle RAC
Systems Management
1 716 (11.86%) Terraform
2 614 (10.17%) Kubernetes
3 343 (5.68%) Ansible
4 197 (3.26%) Grafana
5 155 (2.57%) Prometheus
6 63 (1.04%) Argo
7 32 (0.53%) Nagios
8 31 (0.51%) Microsoft Intune
8 31 (0.51%) Puppet
9 23 (0.38%) Kustomize
10 22 (0.36%) Istio
11 20 (0.33%) Kibana
12 18 (0.30%) Progress Chef
13 16 (0.27%) FortiGate
14 15 (0.25%) logstash
15 14 (0.23%) Packer
15 14 (0.23%) Rancher
16 13 (0.22%) Proxmox
16 13 (0.22%) Single Sign-On
17 12 (0.20%) SCCM
Vendors
1 1,893 (31.36%) Microsoft
2 322 (5.33%) Databricks
3 207 (3.43%) Google
4 133 (2.20%) Oracle
5 122 (2.02%) Cisco
6 120 (1.99%) VMware
7 105 (1.74%) Red Hat
8 97 (1.61%) OpenAI
9 85 (1.41%) Splunk
10 57 (0.94%) SAP
11 56 (0.93%) Salesforce
12 52 (0.86%) ServiceNow
13 51 (0.84%) Foundry
14 49 (0.81%) Palo Alto
15 48 (0.80%) Fortinet
16 47 (0.78%) Informatica
17 45 (0.75%) Typelevel
18 43 (0.71%) SolarWinds
19 41 (0.68%) Palantir
20 39 (0.65%) Talend