Python Job Trends

Python
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Python skills. It covers permanent job vacancies from the 6 months leading up to 14 March 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 17 12 15
Rank change year-on-year -5 +3 -4
Permanent jobs citing Python 5,520 5,138 7,872
As % of all permanent jobs in the UK 7.45% 11.78% 9.35%
As % of the Programming Languages category 40.80% 34.16% 26.37%
Number of salaries quoted 3,380 3,447 5,775
10th Percentile £30,165 £45,000 £41,250
25th Percentile £42,500 £55,000 £50,000
Median annual salary (50th Percentile) £65,000 £75,000 £67,500
Median % change year-on-year -13.33% +11.11% -4.80%
75th Percentile £87,500 £97,500 £90,000
90th Percentile £102,625 £120,000 £115,000
UK excluding London median annual salary £55,000 £65,000 £57,500
% change year-on-year -15.38% +13.04% -4.17%

All Programming Languages
UK

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.

Permanent vacancies with a requirement for coding skills 13,529 15,039 29,854
As % of all permanent jobs advertised in the UK 18.25% 34.48% 35.45%
Number of salaries quoted 9,556 10,269 24,138
10th Percentile £34,500 £37,500 £36,000
25th Percentile £46,250 £47,500 £45,000
Median annual salary (50th Percentile) £62,500 £65,000 £60,000
Median % change year-on-year -3.85% +8.33% -7.69%
75th Percentile £83,750 £85,253 £78,750
90th Percentile £100,000 £110,000 £100,000
UK excluding London median annual salary £55,000 £57,000 £54,000
% change year-on-year -3.51% +5.56% -1.82%

Python
Job Vacancy Trend

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

Python job vacancy trend in the UK

Python
Salary Trend

Salary distribution trend for jobs in the UK citing Python.

Salary distribution trend for jobs in the UK citing Python

Python
Salary Histogram

Salary distribution for jobs citing Python over the 6 months to 14 March 2026.

Salary histogram for Python in the UK

Python
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the UK over the 6 months to 14 March 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
England -5 4,920 £65,000 -13.33% 2,697
UK excluding London -10 3,051 £55,000 -15.38% 2,026
London -1 2,166 £82,500 -7.75% 1,191
Work from Home -10 1,439 £71,250 -1.72% 1,022
North of England -5 887 £45,000 -30.77% 489
South East -15 638 £60,000 -11.11% 619
Midlands -4 478 £55,000 - 240
South West +3 423 £57,500 -11.54% 258
Yorkshire +6 382 £40,000 -38.46% 190
North West -9 373 £50,000 -23.08% 219
West Midlands +10 308 £56,350 +2.45% 109
Scotland +11 265 £40,000 -33.33% 144
East of England -19 252 £50,000 -24.51% 210
East Midlands -12 172 £55,000 - 131
North East +16 132 £40,000 -38.46% 84
Wales +6 76 £65,748 +1.15% 74
Northern Ireland -20 42 £74,316 -21.77% 27

Python
Co-Occurring Skills & Capabilities 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 (4.02%) Apache Airflow
2 196 (3.55%) Apache Spark
3 143 (2.59%) Apache
4 75 (1.36%) WordPress
5 69 (1.25%) Jupyter
6 38 (0.69%) SharePoint
7 33 (0.60%) Confluence
7 33 (0.60%) SAS
8 32 (0.58%) ArcGIS
8 32 (0.58%) Palantir Foundry
9 31 (0.56%) Microsoft Exchange
10 18 (0.33%) Appian
11 16 (0.29%) IIS
12 15 (0.27%) Tomcat
13 11 (0.20%) nginx
13 11 (0.20%) Oracle SOA Suite
14 10 (0.18%) WebSphere
15 8 (0.14%) GeoServer
15 8 (0.14%) OpenStack
15 8 (0.14%) WebSphere Application Server
Applications
1 1,055 (19.11%) Microsoft Excel
2 74 (1.34%) Chatbot
3 58 (1.05%) Microsoft Office
4 35 (0.63%) MS Visio
5 20 (0.36%) Microsoft PowerPoint
6 15 (0.27%) Spreadsheet
7 7 (0.13%) Simulink
8 6 (0.11%) AutoCAD
8 6 (0.11%) Siemens NX
9 4 (0.072%) Microsoft Project
9 4 (0.072%) SOLIDWORKS
9 4 (0.072%) Windchill
10 3 (0.054%) CATIA
11 2 (0.036%) Adobe XD
11 2 (0.036%) SPSS
11 2 (0.036%) Weka
12 1 (0.018%) CANalyzer
12 1 (0.018%) Houdini
12 1 (0.018%) Notion
12 1 (0.018%) OrCAD
Business Applications
1 27 (0.49%) Oracle ERP
2 11 (0.20%) NetSuite
3 10 (0.18%) Fidessa
4 7 (0.13%) Teamcenter
5 5 (0.091%) Shopify
6 4 (0.072%) Markit EDM
7 3 (0.054%) Aladdin
7 3 (0.054%) Dynamics CRM
7 3 (0.054%) Workday HCM
8 2 (0.036%) SAP ERP
8 2 (0.036%) SAP SD
9 1 (0.018%) Actimize
9 1 (0.018%) Bloomberg AIM
9 1 (0.018%) Dynamics GP
9 1 (0.018%) FIS Private Capital Suite
9 1 (0.018%) Oracle Applications
9 1 (0.018%) Primavera
9 1 (0.018%) SAP Business One
9 1 (0.018%) SimCorp Dimension
9 1 (0.018%) Visualfiles
Cloud Services
1 2,522 (45.69%) Azure
2 1,928 (34.93%) AWS
3 1,199 (21.72%) Power Platform
4 761 (13.79%) Azure AI
5 730 (13.22%) GitHub
6 605 (10.96%) GCP
7 306 (5.54%) Serverless
8 253 (4.58%) Azure DevOps
9 218 (3.95%) Amazon S3
9 218 (3.95%) SaaS
10 207 (3.75%) Snowflake
11 205 (3.71%) GitHub Actions
12 198 (3.59%) AWS Lambda
13 197 (3.57%) dbt
14 191 (3.46%) Azure Data Factory
15 162 (2.93%) AWS CloudFormation
16 124 (2.25%) Azure Synapse Analytics
17 122 (2.21%) Microsoft 365
18 100 (1.81%) Amazon EKS
19 91 (1.65%) OpenShift
Communications & Networking
1 331 (6.00%) Internet
2 199 (3.61%) Firewall
3 133 (2.41%) TCP/IP
4 112 (2.03%) Broadband
5 108 (1.96%) VPN
6 95 (1.72%) DNS
7 77 (1.39%) WAN
8 69 (1.25%) LAN
9 66 (1.20%) Network Security
10 65 (1.18%) BGP
11 63 (1.14%) Wireless
12 58 (1.05%) VLAN
13 50 (0.91%) HTTP
14 49 (0.89%) Wi-Fi
15 43 (0.78%) OSPF
16 41 (0.74%) Wireshark
17 40 (0.72%) MPLS
18 36 (0.65%) SD-WAN
19 35 (0.63%) Cisco ASA
20 30 (0.54%) DHCP
Database & Business Intelligence
1 1,159 (21.00%) Power BI
2 1,137 (20.60%) Tableau
3 293 (5.31%) Data Warehouse
4 254 (4.60%) PostgreSQL
5 213 (3.86%) SQL Server
6 199 (3.61%) Data Mining
7 170 (3.08%) NoSQL
8 149 (2.70%) Relational Database
9 141 (2.55%) Data Lake
10 122 (2.21%) Elasticsearch
11 117 (2.12%) BigQuery
12 106 (1.92%) MongoDB
13 103 (1.87%) Amazon Redshift
14 101 (1.83%) Metadata
15 99 (1.79%) Big Data
16 89 (1.61%) Amazon RDS
17 87 (1.58%) MySQL
18 61 (1.11%) GIS
19 57 (1.03%) Delta Lake
20 54 (0.98%) Redis
Development Applications
1 757 (13.71%) Git
2 278 (5.04%) Jenkins
3 201 (3.64%) GitLab
4 131 (2.37%) JIRA
5 63 (1.14%) Visual Studio Code
6 61 (1.11%) MLflow
7 60 (1.09%) Selenium
8 40 (0.72%) Cucumber
8 40 (0.72%) Postman
9 39 (0.71%) Bitbucket
10 27 (0.49%) JUnit
11 26 (0.47%) JMeter
11 26 (0.47%) Oracle Forms
12 25 (0.45%) IBM UrbanCode
13 22 (0.40%) Cypress.io
13 22 (0.40%) Jaeger
13 22 (0.40%) TeamCity
14 21 (0.38%) CircleCI
14 21 (0.38%) LabVIEW
15 20 (0.36%) Metasploit
General
1 1,856 (33.62%) Social Skills
2 1,337 (24.22%) Finance
3 872 (15.80%) Analytical Skills
4 315 (5.71%) Multimedia
5 272 (4.93%) Banking
6 236 (4.28%) Inclusion and Diversity
7 217 (3.93%) Public Sector
8 173 (3.13%) Retail
9 169 (3.06%) Law
10 160 (2.90%) Manufacturing
11 138 (2.50%) Front Office
12 125 (2.26%) Marketing
13 112 (2.03%) Telecoms
14 90 (1.63%) Legal
15 73 (1.32%) Organisational Skills
16 72 (1.30%) Financial Institution
17 71 (1.29%) Electronics
18 70 (1.27%) Investment Banking
19 51 (0.92%) Influencing Skills
20 45 (0.82%) Aerospace
Job Titles
1 1,261 (22.84%) Analyst
2 1,067 (19.33%) Data Analyst
3 896 (16.23%) Developer
4 834 (15.11%) Senior
5 755 (13.68%) Junior
6 720 (13.04%) Junior Analyst
6 720 (13.04%) Junior Data Analyst
7 547 (9.91%) Trainee
8 509 (9.22%) Data Engineer
9 435 (7.88%) Software Engineer
10 427 (7.74%) Lead
11 333 (6.03%) Python Developer
12 310 (5.62%) Python Engineer
13 231 (4.18%) Software Developer
14 182 (3.30%) Architect
15 173 (3.13%) Trainee Analyst
15 173 (3.13%) Trainee Data Analyst
16 167 (3.03%) Senior Developer
17 160 (2.90%) DevOps Engineer
18 154 (2.79%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 467 (8.46%) HTML
2 422 (7.64%) React
3 414 (7.50%) CSS
4 236 (4.28%) Node.js
5 224 (4.06%) Kafka
6 222 (4.02%) Django
7 215 (3.89%) REST
8 184 (3.33%) RESTful
9 177 (3.21%) PyTorch
10 169 (3.06%) PySpark
11 165 (2.99%) .NET
12 148 (2.68%) Pandas
13 144 (2.61%) FastAPI
14 133 (2.41%) TensorFlow
15 123 (2.23%) JSON
16 120 (2.17%) scikit-learn
17 119 (2.16%) Flask
18 101 (1.83%) AngularJS
19 100 (1.81%) NumPy
20 99 (1.79%) Elastic Stack
Miscellaneous
1 313 (5.67%) Cloud Native
2 276 (5.00%) Algorithms
3 214 (3.88%) Distributed Systems
4 182 (3.30%) Data Structures
5 136 (2.46%) Onboarding
6 131 (2.37%) Product Ownership
7 117 (2.12%) Self-Motivation
8 92 (1.67%) Management Information System
9 91 (1.65%) Equities
10 89 (1.61%) Low-Code
11 88 (1.59%) Fixed Income
12 84 (1.52%) Data Centre
13 79 (1.43%) Linux Command Line
14 76 (1.38%) Greenfield Project
15 75 (1.36%) Hedge funds
16 69 (1.25%) Hybrid Cloud
17 68 (1.23%) Enterprise Software
18 67 (1.21%) AI Agents
19 65 (1.18%) Public Cloud
19 65 (1.18%) Security Posture
Operating Systems
1 586 (10.62%) Linux
2 233 (4.22%) Windows
3 202 (3.66%) Unix
4 66 (1.20%) Windows Server
5 65 (1.18%) Red Hat Enterprise Linux
6 40 (0.72%) CentOS
7 35 (0.63%) Ubuntu
8 25 (0.45%) Mac OS
9 14 (0.25%) Windows Server 2019
10 13 (0.24%) Android
10 13 (0.24%) Windows Server 2016
11 11 (0.20%) Debian
12 9 (0.16%) Apple iOS
13 7 (0.13%) Kali Linux
14 6 (0.11%) Solaris
14 6 (0.11%) VMS
15 5 (0.091%) Windows Server 2012
16 4 (0.072%) Windows 10
17 3 (0.054%) CoreOS
17 3 (0.054%) Robot Operating System
Processes & Methodologies
1 1,939 (35.13%) AI
2 1,275 (23.10%) Business Intelligence
2 1,275 (23.10%) CI/CD
3 1,044 (18.91%) Problem-Solving
4 1,042 (18.88%) Analytics
5 1,012 (18.33%) Agile
6 982 (17.79%) DevOps
7 898 (16.27%) Software Engineering
8 811 (14.69%) Mentoring
9 713 (12.92%) Machine Learning
10 637 (11.54%) Infrastructure as Code
11 599 (10.85%) Data Modelling
12 584 (10.58%) Data Pipeline
13 576 (10.43%) Data Science
14 559 (10.13%) Continuous Improvement
14 559 (10.13%) Data Engineering
15 545 (9.87%) ETL
16 521 (9.44%) Containerisation
17 508 (9.20%) Data Analysis
18 500 (9.06%) Computer Science
Programming Languages
1 2,333 (42.26%) SQL
2 911 (16.50%) JavaScript
3 706 (12.79%) Java
4 451 (8.17%) Bash
5 437 (7.92%) PowerShell
6 359 (6.50%) TypeScript
7 309 (5.60%) C#
8 302 (5.47%) R
9 264 (4.78%) C++
10 263 (4.76%) Go
11 136 (2.46%) C
12 110 (1.99%) Scala
13 74 (1.34%) Rust
14 73 (1.32%) VBA
15 61 (1.11%) PHP
16 55 (1.00%) Shell Script
17 50 (0.91%) T-SQL
18 49 (0.89%) Bicep
19 41 (0.74%) Data Analysis Expressions
20 38 (0.69%) Perl
Qualifications
1 1,114 (20.18%) Azure Certification
2 819 (14.84%) Degree
3 529 (9.58%) Security Cleared
4 488 (8.84%) AWS Certification
5 374 (6.78%) AWS Certified Cloud Practitioner
6 367 (6.65%) Microsoft Certification
7 299 (5.42%) SC Cleared
8 250 (4.53%) Computer Science Degree
9 195 (3.53%) DV Cleared
10 135 (2.45%) Master's Degree
11 92 (1.67%) PhD
12 68 (1.23%) Cisco Certification
13 61 (1.11%) CISSP
14 59 (1.07%) CCNP
15 46 (0.83%) Numerate Degree
16 45 (0.82%) OSCP
17 43 (0.78%) AWS Certified Solutions Architect
18 42 (0.76%) CREST Certified
19 36 (0.65%) BPSS Clearance
20 30 (0.54%) DBS Check
Quality Assurance & Compliance
1 427 (7.74%) Data Quality
2 237 (4.29%) QA
3 117 (2.12%) Accessibility
4 115 (2.08%) ISO/IEC 27001
5 114 (2.07%) GDPR
6 108 (1.96%) NIST
7 45 (0.82%) PCI DSS
8 31 (0.56%) SLA
8 31 (0.56%) SOC 2
9 23 (0.42%) California Consumer Privacy Act
10 20 (0.36%) HIPAA
10 20 (0.36%) PMO
11 19 (0.34%) GRC
12 18 (0.33%) Actionable Recommendations
13 17 (0.31%) ISO 22301
14 13 (0.24%) Cyber Essentials
15 11 (0.20%) WCAG
16 7 (0.13%) Cyber Essentials PLUS
16 7 (0.13%) Sarbanes-Oxley
17 5 (0.091%) NCSC
System Software
1 672 (12.17%) Docker
2 108 (1.96%) Active Directory
3 78 (1.41%) VMware Infrastructure
4 33 (0.60%) Firmware
5 29 (0.53%) KVM
5 29 (0.53%) Virtual Machines
6 26 (0.47%) Hyper-V
7 15 (0.27%) Virtual Desktop
8 14 (0.25%) ProxySG
8 14 (0.25%) vSphere
9 7 (0.13%) Lustre
9 7 (0.13%) Slurm Workload Manager
9 7 (0.13%) VMware NSX
10 5 (0.091%) iptables
11 4 (0.072%) VMware ESXi
12 3 (0.054%) HDFS
12 3 (0.054%) Kamailio
12 3 (0.054%) Microsoft Virtual Server
12 3 (0.054%) Virtual Servers
13 2 (0.036%) GPFS
Systems Management
1 736 (13.33%) Terraform
2 669 (12.12%) Kubernetes
3 366 (6.63%) Ansible
4 219 (3.97%) Grafana
5 179 (3.24%) Prometheus
6 67 (1.21%) Argo
7 46 (0.83%) Single Sign-On
8 36 (0.65%) Puppet
9 31 (0.56%) Microsoft Intune
10 26 (0.47%) Nagios
11 21 (0.38%) Kibana
12 20 (0.36%) Kustomize
13 17 (0.31%) AWS Copilot
14 14 (0.25%) Docker Swarm
14 14 (0.25%) Nessus
15 13 (0.24%) Control-M
15 13 (0.24%) FortiGate
15 13 (0.24%) logstash
16 12 (0.22%) Istio
16 12 (0.22%) Rancher
Vendors
1 1,817 (32.92%) Microsoft
2 307 (5.56%) Databricks
3 237 (4.29%) Google
4 181 (3.28%) Oracle
5 127 (2.30%) VMware
6 119 (2.16%) Cisco
7 105 (1.90%) Red Hat
8 76 (1.38%) OpenAI
8 76 (1.38%) Splunk
9 74 (1.34%) SAP
10 68 (1.23%) Salesforce
11 62 (1.12%) ServiceNow
12 60 (1.09%) Palantir
13 54 (0.98%) Foundry
14 52 (0.94%) Informatica
15 47 (0.85%) Fortinet
15 47 (0.85%) Talend
16 42 (0.76%) Bloomberg
17 40 (0.72%) MuleSoft
18 39 (0.71%) Alteryx