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 25 June 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Jun 2026
Same period 2025 Same period 2024
Rank 13 9 16
Rank change year-on-year -4 +7 -5
Permanent jobs citing Python 6,110 5,127 7,879
As % of all permanent jobs in England 7.24% 12.77% 8.39%
As % of the Programming Languages category 39.34% 40.29% 27.17%
Number of salaries quoted 3,641 2,878 5,939
10th Percentile £37,500 £43,612 £41,250
25th Percentile £51,250 £55,063 £51,250
Median annual salary (50th Percentile) £70,000 £72,750 £70,000
Median % change year-on-year -3.78% +3.93% -6.67%
75th Percentile £91,250 £100,000 £95,000
90th Percentile £105,000 £127,500 £125,000
UK median annual salary £70,000 £72,500 £70,000
% change year-on-year -3.45% +3.57% -3.45%

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 15,533 12,725 29,001
As % of all permanent jobs advertised in England 18.39% 31.69% 30.88%
Number of salaries quoted 11,240 8,572 23,126
10th Percentile £37,500 £35,000 £35,000
25th Percentile £48,289 £47,500 £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 £85,000 £80,000
90th Percentile £100,000 £111,250 £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 25 June 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 25 June 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 -2 2,442 £85,000 -5.56% 675
North of England -12 1,241 £62,500 -3.85% 342
South East +1 905 £60,000 -4.00% 556
Midlands +23 624 £60,000 +9.09% 168
North West -15 579 £65,000 - 180
South West +5 538 £58,497 +1.83% 181
Yorkshire +13 454 £62,500 -3.85% 100
West Midlands +15 322 £61,000 +3.39% 82
East Midlands +24 302 £55,000 +10.00% 86
East of England -4 292 £70,000 +5.73% 164
North East +23 208 £59,000 -1.67% 66
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
1 222 (3.63%) Apache Airflow
2 207 (3.39%) Apache Spark
3 159 (2.60%) Apache
4 76 (1.24%) Jupyter
5 52 (0.85%) Confluence
6 47 (0.77%) WordPress
7 35 (0.57%) SharePoint
8 30 (0.49%) SAS
9 28 (0.46%) Palantir Foundry
10 25 (0.41%) Microsoft Exchange
11 8 (0.13%) IIS
12 7 (0.11%) CMS
12 7 (0.11%) OpenStack
13 6 (0.098%) Appian
13 6 (0.098%) nginx
14 5 (0.082%) Adobe Experience Manager
14 5 (0.082%) GeoServer
15 4 (0.065%) Headless CMS
16 2 (0.033%) Apache Pulsar
16 2 (0.033%) Luigi
Applications
1 922 (15.09%) Microsoft Excel
2 68 (1.11%) Chatbot
3 43 (0.70%) Microsoft Office
4 41 (0.67%) MS Visio
5 16 (0.26%) Microsoft PowerPoint
6 15 (0.25%) Spreadsheet
7 14 (0.23%) Simulink
8 4 (0.065%) Microsoft Project
9 3 (0.049%) Blender
9 3 (0.049%) Lightworks
9 3 (0.049%) Maya
9 3 (0.049%) Trello
10 2 (0.033%) CATIA
10 2 (0.033%) SPSS
11 1 (0.016%) SOLIDWORKS
Business Applications
1 15 (0.25%) NetSuite
2 7 (0.11%) Dynamics CRM
3 5 (0.082%) SAP ERP
3 5 (0.082%) SAP S/4HANA
4 4 (0.065%) Fidessa
4 4 (0.065%) Line 50
5 3 (0.049%) Dynamics NAV
5 3 (0.049%) Magento
5 3 (0.049%) SAP SD
5 3 (0.049%) Shopify
6 2 (0.033%) Aladdin
6 2 (0.033%) Elite 3E
6 2 (0.033%) Infor M3
6 2 (0.033%) Markit EDM
6 2 (0.033%) Raiser’s Edge
6 2 (0.033%) SAP Business One
7 1 (0.016%) Endur
7 1 (0.016%) FastStats
7 1 (0.016%) Findur
7 1 (0.016%) Visualfiles
Cloud Services
1 2,649 (43.36%) Azure
2 1,938 (31.72%) AWS
3 1,193 (19.53%) Power Platform
4 1,082 (17.71%) Azure AI
5 711 (11.64%) GCP
6 412 (6.74%) GitHub
7 340 (5.56%) Serverless
8 243 (3.98%) SaaS
9 240 (3.93%) Amazon S3
10 216 (3.54%) AWS Lambda
11 209 (3.42%) Azure DevOps
12 182 (2.98%) Snowflake
13 170 (2.78%) dbt
14 166 (2.72%) AWS CloudFormation
15 165 (2.70%) GitHub Actions
16 157 (2.57%) Azure Data Factory
17 148 (2.42%) Microsoft 365
18 125 (2.05%) Azure Synapse Analytics
19 112 (1.83%) Amazon EC2
20 108 (1.77%) Amazon EKS
Communications & Networking
1 234 (3.83%) Firewall
2 188 (3.08%) Broadband
3 137 (2.24%) VPN
4 127 (2.08%) DNS
5 111 (1.82%) Network Security
6 99 (1.62%) WAN
7 96 (1.57%) TCP/IP
8 92 (1.51%) Internet
9 83 (1.36%) LAN
10 78 (1.28%) Wireless
11 63 (1.03%) BGP
12 55 (0.90%) VLAN
13 52 (0.85%) HTTP
13 52 (0.85%) SD-WAN
14 43 (0.70%) OSPF
14 43 (0.70%) Wi-Fi
15 36 (0.59%) DHCP
16 34 (0.56%) Cisco ASA
17 32 (0.52%) MQTT
17 32 (0.52%) Wireshark
Database & Business Intelligence
1 1,134 (18.56%) Power BI
2 992 (16.24%) Tableau
3 291 (4.76%) Data Warehouse
4 245 (4.01%) PostgreSQL
5 185 (3.03%) SQL Server
6 165 (2.70%) Data Lake
7 162 (2.65%) NoSQL
8 145 (2.37%) BigQuery
8 145 (2.37%) Relational Database
9 138 (2.26%) MongoDB
10 120 (1.96%) Elasticsearch
11 111 (1.82%) Amazon Redshift
12 100 (1.64%) Big Data
13 92 (1.51%) MySQL
14 91 (1.49%) Metadata
15 72 (1.18%) DynamoDB
16 71 (1.16%) Data Mining
17 70 (1.15%) Amazon RDS
18 61 (1.00%) Spark SQL
19 57 (0.93%) Delta Lake
Development Applications
1 630 (10.31%) Git
2 272 (4.45%) Jenkins
3 242 (3.96%) GitLab
4 151 (2.47%) JIRA
5 81 (1.33%) Visual Studio Code
6 58 (0.95%) MLflow
7 52 (0.85%) Bitbucket
8 47 (0.77%) Claude Code
9 41 (0.67%) Selenium
10 37 (0.61%) Cucumber
11 33 (0.54%) SonarQube
12 30 (0.49%) Subversion
13 28 (0.46%) Postman
14 26 (0.43%) Cypress.io
15 25 (0.41%) IBM UrbanCode
16 22 (0.36%) LabVIEW
17 20 (0.33%) JMeter
17 20 (0.33%) TeamCity
18 19 (0.31%) Eclipse
18 19 (0.31%) JUnit
General
1 2,151 (35.20%) Social Skills
2 1,201 (19.66%) Finance
3 818 (13.39%) Analytical Skills
4 269 (4.40%) Inclusion and Diversity
5 268 (4.39%) Banking
6 218 (3.57%) Public Sector
7 190 (3.11%) Retail
8 153 (2.50%) Law
9 132 (2.16%) Manufacturing
10 128 (2.09%) Front Office
11 105 (1.72%) Legal
12 91 (1.49%) Marketing
13 89 (1.46%) Telecoms
14 79 (1.29%) Multimedia
15 74 (1.21%) Electronics
16 71 (1.16%) Aerospace
17 65 (1.06%) Financial Institution
18 61 (1.00%) Games
19 59 (0.97%) Organisational Skills
20 56 (0.92%) Investment Banking
Job Titles
1 1,147 (18.77%) Analyst
2 1,062 (17.38%) Senior
3 971 (15.89%) Data Analyst
4 909 (14.88%) Developer
5 811 (13.27%) Junior
6 760 (12.44%) Junior Analyst
7 759 (12.42%) Junior Data Analyst
8 695 (11.37%) Software Engineer
9 576 (9.43%) Data Engineer
10 551 (9.02%) Python Engineer
11 513 (8.40%) Lead
12 455 (7.45%) Artificial Intelligence Engineer
13 377 (6.17%) Python Developer
14 256 (4.19%) Python Software Engineer
15 193 (3.16%) Architect
15 193 (3.16%) Data Scientist
16 191 (3.13%) Senior Software Engineer
17 188 (3.08%) Trainee
18 184 (3.01%) AWS Engineer
19 173 (2.83%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 392 (6.42%) React
2 263 (4.30%) Kafka
3 234 (3.83%) Node.js
4 220 (3.60%) PySpark
5 214 (3.50%) REST
6 206 (3.37%) HTML
7 202 (3.31%) .NET
8 198 (3.24%) RESTful
9 191 (3.13%) CSS
10 179 (2.93%) PyTorch
11 178 (2.91%) Django
11 178 (2.91%) FastAPI
12 156 (2.55%) Pandas
13 150 (2.45%) TensorFlow
14 143 (2.34%) LangChain
15 127 (2.08%) Flask
16 124 (2.03%) scikit-learn
17 106 (1.73%) NumPy
18 104 (1.70%) Vue
19 99 (1.62%) JSON
Miscellaneous
1 480 (7.86%) Cloud Native
2 325 (5.32%) Algorithms
3 289 (4.73%) Distributed Systems
4 188 (3.08%) Data Structures
5 154 (2.52%) AI Agents
6 135 (2.21%) Product Ownership
7 133 (2.18%) Onboarding
8 105 (1.72%) Video\Live Streaming
9 104 (1.70%) Data Centre
10 101 (1.65%) Public Cloud
11 93 (1.52%) Low-Code
12 87 (1.42%) Fixed Income
13 84 (1.37%) Management Information System
14 81 (1.33%) Equities
14 81 (1.33%) Security Posture
15 80 (1.31%) Greenfield Project
16 74 (1.21%) Hedge funds
17 68 (1.11%) Hybrid Cloud
18 67 (1.10%) Legacy Systems
19 63 (1.03%) Self-Motivation
Operating Systems
1 652 (10.67%) Linux
2 279 (4.57%) Windows
3 89 (1.46%) Unix
4 86 (1.41%) Windows Server
5 49 (0.80%) Red Hat Enterprise Linux
6 41 (0.67%) CentOS
7 38 (0.62%) Ubuntu
8 21 (0.34%) Debian
8 21 (0.34%) Mac OS
9 14 (0.23%) Embedded Linux
10 13 (0.21%) Windows 10
11 11 (0.18%) Android
11 11 (0.18%) Apple iOS
11 11 (0.18%) VMS
12 9 (0.15%) FreeRTOS
12 9 (0.15%) Windows Server 2019
13 8 (0.13%) Kali Linux
14 7 (0.11%) Windows Server 2016
15 6 (0.098%) Rocky
16 5 (0.082%) Robot Operating System
Processes & Methodologies
1 2,568 (42.03%) AI
2 1,387 (22.70%) CI/CD
3 1,364 (22.32%) Software Engineering
4 1,239 (20.28%) Business Intelligence
5 1,059 (17.33%) Problem-Solving
6 1,030 (16.86%) Agile
7 985 (16.12%) Analytics
8 967 (15.83%) DevOps
9 862 (14.11%) Machine Learning
10 810 (13.26%) Infrastructure as Code
11 738 (12.08%) Mentoring
12 622 (10.18%) Data Pipeline
13 619 (10.13%) Data Engineering
14 617 (10.10%) Data Modelling
15 592 (9.69%) Data Science
16 553 (9.05%) Computer Science
17 545 (8.92%) Full-Stack Development
18 539 (8.82%) Continuous Improvement
19 535 (8.76%) Containerisation
20 519 (8.49%) Test Automation
Programming Languages
1 2,338 (38.27%) SQL
2 692 (11.33%) Java
3 651 (10.65%) JavaScript
4 498 (8.15%) PowerShell
5 476 (7.79%) Bash
6 471 (7.71%) C++
7 402 (6.58%) C#
8 379 (6.20%) TypeScript
9 279 (4.57%) Go
10 174 (2.85%) R
11 166 (2.72%) C
12 119 (1.95%) Scala
13 92 (1.51%) Rust
14 89 (1.46%) PHP
15 78 (1.28%) Bicep
16 59 (0.97%) MATLAB
17 55 (0.90%) VBA
18 54 (0.88%) Perl
19 50 (0.82%) Data Analysis Expressions
20 45 (0.74%) Ruby
Qualifications
1 1,224 (20.03%) Azure Certification
2 789 (12.91%) Degree
3 661 (10.82%) Security Cleared
4 393 (6.43%) SC Cleared
5 296 (4.84%) Computer Science Degree
6 224 (3.67%) AWS Certification
7 203 (3.32%) DV Cleared
8 160 (2.62%) Master's Degree
9 141 (2.31%) Microsoft Certification
10 140 (2.29%) AWS Certified Cloud Practitioner
11 85 (1.39%) PhD
12 76 (1.24%) Cisco Certification
13 57 (0.93%) CCNP
14 51 (0.83%) DBS Check
15 46 (0.75%) OSCP
16 38 (0.62%) CISSP
17 34 (0.56%) CompTIA Security+
17 34 (0.56%) CREST Certified
18 27 (0.44%) AWS Certified Solutions Architect
19 26 (0.43%) GIAC
Quality Assurance & Compliance
1 431 (7.05%) Data Quality
2 242 (3.96%) QA
3 130 (2.13%) GDPR
4 86 (1.41%) NIST
5 73 (1.19%) Accessibility
5 73 (1.19%) ISO/IEC 27001
6 44 (0.72%) PCI DSS
7 35 (0.57%) California Consumer Privacy Act
7 35 (0.57%) SOC 2
8 23 (0.38%) PMO
9 22 (0.36%) GRC
10 20 (0.33%) HIPAA
10 20 (0.33%) SLA
11 12 (0.20%) Actionable Recommendations
12 11 (0.18%) Cyber Essentials
12 11 (0.18%) WCAG
13 9 (0.15%) ISO 9001
14 8 (0.13%) Basel III
14 8 (0.13%) ISO 22301
15 7 (0.11%) ISO 26262
System Software
1 656 (10.74%) Docker
2 105 (1.72%) Active Directory
3 101 (1.65%) VMware Infrastructure
4 57 (0.93%) Firmware
5 39 (0.64%) Hyper-V
6 38 (0.62%) Virtual Machines
7 30 (0.49%) KVM
8 23 (0.38%) vSphere
9 19 (0.31%) Embedded Firmware
10 12 (0.20%) ProxySG
10 12 (0.20%) VMware NSX
11 11 (0.18%) Virtual Servers
12 8 (0.13%) Squid
13 7 (0.11%) Virtual Desktop
14 6 (0.098%) Microsoft Virtual Server
15 4 (0.065%) iptables
16 3 (0.049%) IAG
16 3 (0.049%) Kamailio
16 3 (0.049%) Oracle RAC
16 3 (0.049%) VMware ESXi
Systems Management
1 847 (13.86%) Terraform
2 661 (10.82%) Kubernetes
3 360 (5.89%) Ansible
4 227 (3.72%) Grafana
5 172 (2.82%) Prometheus
6 63 (1.03%) Argo
7 40 (0.65%) Nagios
8 35 (0.57%) Puppet
9 33 (0.54%) Kibana
9 33 (0.54%) Microsoft Intune
10 26 (0.43%) Istio
10 26 (0.43%) Packer
11 22 (0.36%) Progress Chef
12 21 (0.34%) ZABBIX
13 19 (0.31%) Proxmox
14 18 (0.29%) Kustomize
15 16 (0.26%) logstash
15 16 (0.26%) Podman
16 15 (0.25%) FortiGate
16 15 (0.25%) Kubeflow
Vendors
1 1,568 (25.66%) Microsoft
2 363 (5.94%) Databricks
3 202 (3.31%) Google
4 135 (2.21%) VMware
5 131 (2.14%) Oracle
6 128 (2.09%) Splunk
7 118 (1.93%) Cisco
8 102 (1.67%) OpenAI
9 99 (1.62%) Red Hat
10 63 (1.03%) Foundry
11 59 (0.97%) Palo Alto
12 57 (0.93%) ServiceNow
13 53 (0.87%) Salesforce
14 51 (0.83%) SolarWinds
15 45 (0.74%) Typelevel
16 43 (0.70%) SAP
17 39 (0.64%) F5
18 38 (0.62%) Fortinet
19 37 (0.61%) Palantir
20 32 (0.52%) Arista