Python Contract Job Trends in England

Python
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Python skills. It covers contract job vacancies from the 6 months leading up to 3 March 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Mar 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,274 3,299 3,529
As % of all contract jobs in England 12.01% 13.18% 9.31%
As % of the Programming Languages category 40.61% 39.12% 32.00%
Number of daily rates quoted 2,930 2,280 2,524
10th Percentile £363 £400 £400
25th Percentile £421 £463 £463
Median daily rate (50th Percentile) £520 £575 £550
Median % change year-on-year -9.57% +4.55% -8.33%
75th Percentile £638 £699 £688
90th Percentile £750 £825 £788
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 82 40 102
10th Percentile £27.50 £21.25 £25.39
25th Percentile £41.42 £25.25 £41.50
Median hourly rate £55.00 £51.25 £60.00
Median % change year-on-year +7.32% -14.58% -7.69%
75th Percentile £74.26 £66.38 £69.91
90th Percentile £79.95 £78.50 £76.53
UK median hourly rate £54.00 £44.50 £57.50
% change year-on-year +21.35% -22.61% -11.54%

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 contract job vacancies requiring coding skills in England.

Contract vacancies with a requirement for coding skills 10,524 8,433 11,027
As % of all contract IT jobs advertised in England 29.57% 33.70% 29.10%
Number of daily rates quoted 7,023 5,555 7,931
10th Percentile £350 £358 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.86% -4.55% -4.35%
75th Percentile £614 £650 £663
90th Percentile £727 £775 £763
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -6.25%
Number of hourly rates quoted 447 208 473
10th Percentile £41.45 £25.25 £35.50
25th Percentile £55.00 £40.75 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -7.69%
75th Percentile £70.00 £68.75 £69.62
90th Percentile £77.50 £85.00 £77.31
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -6.98%

Python
Job Vacancy Trend in England

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

Python job vacancy trend in England

Python
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Python.

Contractor daily rate distribution trend for jobs in England citing Python

Python
Daily Rate Histogram in England

Daily rate distribution for jobs citing Python in England over the 6 months to 3 March 2026.

Daily rate histogram for Python in England

Python
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing Python.

Contractor hourly rate distribution trend for jobs in England citing Python

Python
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Python in England over the 6 months to 3 March 2026.

Hourly rate histogram for Python in England

Python
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the England region over the 6 months to 3 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London 0 2,428 £550 -8.33% 1,291
North of England +11 665 £481 -3.75% 572
South East -4 414 £492 -7.61% 886
Yorkshire +2 354 £488 -9.30% 221
Midlands -3 284 £500 +2.04% 314
North West +10 272 £475 -5.00% 257
West Midlands -1 234 £500 - 141
South West -6 203 £550 -8.33% 364
East of England +1 132 £506 +1.76% 367
East Midlands -15 49 £447 +2.17% 169
North East +5 45 £488 -7.14% 100
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 (4.98%) Apache Spark
2 169 (3.95%) Apache Airflow
3 136 (3.18%) Confluence
4 114 (2.67%) Apache
5 67 (1.57%) SAS
6 51 (1.19%) SharePoint
7 26 (0.61%) Microsoft Exchange
8 22 (0.51%) Jupyter
8 22 (0.51%) OpenStack
9 20 (0.47%) Appian
10 18 (0.42%) Palantir Foundry
11 13 (0.30%) nginx
12 9 (0.21%) Camunda
13 6 (0.14%) CMS
14 5 (0.12%) ArcGIS
15 4 (0.094%) Apache Superset
15 4 (0.094%) Oracle Application Server
15 4 (0.094%) Traefik
16 3 (0.070%) Ethereum
16 3 (0.070%) Hyperledger
Applications
1 110 (2.57%) Microsoft Excel
2 28 (0.66%) Chatbot
3 24 (0.56%) Microsoft Office
4 21 (0.49%) Microsoft PowerPoint
5 20 (0.47%) MS Visio
6 10 (0.23%) Spreadsheet
7 8 (0.19%) Weka
8 3 (0.070%) LaTeX
8 3 (0.070%) Microsoft Project
9 2 (0.047%) CPLEX
10 1 (0.023%) Mozilla Thunderbird
Business Applications
1 19 (0.44%) Aladdin
2 12 (0.28%) Fidessa
3 8 (0.19%) SAP S/4HANA
4 4 (0.094%) Bloomberg AIM
5 3 (0.070%) Actimize
6 2 (0.047%) Cloudability
6 2 (0.047%) Dynamics CRM
6 2 (0.047%) Loan IQ
6 2 (0.047%) NEC Housing
6 2 (0.047%) Remedy ITSM
6 2 (0.047%) Shopify
7 1 (0.023%) Advent Geneva
7 1 (0.023%) Cerner Millennium
7 1 (0.023%) IntelliMatch
7 1 (0.023%) ION MarketView
7 1 (0.023%) NetSuite
7 1 (0.023%) RMDS
7 1 (0.023%) Salesforce CRM
7 1 (0.023%) SAP BPC
7 1 (0.023%) SAP IBP
Cloud Services
1 1,667 (39.00%) AWS
2 1,467 (34.32%) Azure
3 713 (16.68%) GCP
4 572 (13.38%) GitHub
5 426 (9.97%) Power Platform
6 421 (9.85%) Serverless
7 307 (7.18%) Azure DevOps
8 290 (6.79%) Amazon S3
9 285 (6.67%) GitHub Actions
10 272 (6.36%) AWS Lambda
11 226 (5.29%) Azure Data Factory
12 211 (4.94%) Snowflake
13 186 (4.35%) AWS CloudFormation
14 157 (3.67%) OpenShift
15 150 (3.51%) Amazon EKS
16 136 (3.18%) Azure Synapse Analytics
17 132 (3.09%) dbt
18 126 (2.95%) Amazon ECS
19 121 (2.83%) Amazon EC2
20 115 (2.69%) Amazon CloudWatch
Communications & Networking
1 192 (4.49%) Firewall
2 137 (3.21%) DNS
3 102 (2.39%) TCP/IP
4 99 (2.32%) Network Security
5 76 (1.78%) VPN
6 54 (1.26%) BGP
7 48 (1.12%) WAN
8 47 (1.10%) SSL
9 46 (1.08%) HTTP
10 39 (0.91%) Wireshark
11 32 (0.75%) MPLS
12 29 (0.68%) DHCP
13 28 (0.66%) LAN
13 28 (0.66%) OSPF
14 26 (0.61%) SD-WAN
15 24 (0.56%) VLAN
16 23 (0.54%) SAN
17 22 (0.51%) BIG-IP
17 22 (0.51%) Wireless
18 20 (0.47%) SSH
Database & Business Intelligence
1 353 (8.26%) Power BI
2 333 (7.79%) PostgreSQL
3 246 (5.76%) Data Warehouse
4 209 (4.89%) NoSQL
5 188 (4.40%) Data Lake
6 176 (4.12%) Relational Database
7 169 (3.95%) SQL Server
8 137 (3.21%) Tableau
9 130 (3.04%) Big Data
10 110 (2.57%) Metadata
11 104 (2.43%) BigQuery
12 102 (2.39%) MySQL
13 99 (2.32%) Amazon RDS
14 97 (2.27%) Delta Lake
15 91 (2.13%) Amazon Redshift
16 83 (1.94%) Azure SQL Database
17 80 (1.87%) MongoDB
18 72 (1.68%) Hadoop
19 71 (1.66%) Amazon Athena
20 62 (1.45%) Elasticsearch
Development Applications
1 536 (12.54%) Git
2 460 (10.76%) Jenkins
3 363 (8.49%) GitLab
4 259 (6.06%) JIRA
5 76 (1.78%) MLflow
6 73 (1.71%) Selenium
7 42 (0.98%) Postman
8 39 (0.91%) Cucumber
9 38 (0.89%) Bitbucket
10 31 (0.73%) Sonatype Nexus
11 29 (0.68%) JUnit
12 25 (0.58%) JMeter
12 25 (0.58%) SpecFlow
13 23 (0.54%) Maven
14 22 (0.51%) Liquibase
15 21 (0.49%) Artifactory
15 21 (0.49%) Cypress.io
16 20 (0.47%) CircleCI
17 19 (0.44%) Android Studio
17 19 (0.44%) SonarQube
General
1 1,127 (26.37%) Social Skills
2 888 (20.78%) Finance
3 617 (14.44%) Analytical Skills
4 382 (8.94%) Public Sector
5 371 (8.68%) Banking
6 175 (4.09%) Front Office
7 115 (2.69%) Documentation Skills
8 90 (2.11%) Investment Banking
9 61 (1.43%) Marketing
10 60 (1.40%) Pharmaceutical
10 60 (1.40%) Retail
11 57 (1.33%) Financial Institution
12 50 (1.17%) Inclusion and Diversity
12 50 (1.17%) Telecoms
13 38 (0.89%) Manufacturing
14 35 (0.82%) Legal
15 33 (0.77%) Influencing Skills
16 31 (0.73%) Military
16 31 (0.73%) Presentation Skills
17 20 (0.47%) Electronics
Job Titles
1 798 (18.67%) Developer
2 592 (13.85%) Senior
3 591 (13.83%) Data Engineer
4 342 (8.00%) Python Developer
5 297 (6.95%) Lead
6 270 (6.32%) Architect
7 260 (6.08%) DevOps Engineer
8 242 (5.66%) Analyst
9 233 (5.45%) Software Engineer
10 216 (5.05%) Python Engineer
11 209 (4.89%) Artificial Intelligence Engineer
12 189 (4.42%) AWS Engineer
13 178 (4.16%) Data Scientist
14 132 (3.09%) Platform Engineer
15 130 (3.04%) Senior Developer
16 127 (2.97%) Azure Engineer
17 117 (2.74%) Data Analyst
17 117 (2.74%) Full-Stack Developer
18 114 (2.67%) Senior Data Engineer
19 107 (2.50%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 367 (8.59%) REST
2 327 (7.65%) React
3 300 (7.02%) Kafka
4 249 (5.83%) PySpark
5 236 (5.52%) Node.js
6 197 (4.61%) PyTorch
7 182 (4.26%) Pandas
7 182 (4.26%) RESTful
8 171 (4.00%) .NET
9 163 (3.81%) TensorFlow
10 155 (3.63%) FastAPI
11 133 (3.11%) NumPy
12 131 (3.07%) scikit-learn
13 126 (2.95%) AngularJS
14 103 (2.41%) LangChain
15 102 (2.39%) JSON
16 101 (2.36%) pytest
17 95 (2.22%) Django
17 95 (2.22%) Flask
17 95 (2.22%) LDAP
Miscellaneous
1 428 (10.01%) Cloud Native
2 170 (3.98%) Algorithms
3 163 (3.81%) Distributed Systems
4 119 (2.78%) Product Ownership
5 116 (2.71%) Equities
6 114 (2.67%) Fixed Income
7 110 (2.57%) Data Protection Act
8 101 (2.36%) Derivative
9 92 (2.15%) Data Structures
10 91 (2.13%) Onboarding
10 91 (2.13%) Security Posture
11 85 (1.99%) AI Agents
12 84 (1.97%) Enterprise Software
13 79 (1.85%) Public Cloud
14 78 (1.82%) Hybrid Cloud
15 69 (1.61%) Management Information System
16 64 (1.50%) Legacy Systems
17 63 (1.47%) Data Centre
18 62 (1.45%) Foreign Exchange (FX)
19 56 (1.31%) Hedge funds
Operating Systems
1 604 (14.13%) Linux
2 263 (6.15%) Windows
3 168 (3.93%) Unix
4 79 (1.85%) Red Hat Enterprise Linux
5 50 (1.17%) Windows Server
6 35 (0.82%) Android
6 35 (0.82%) Ubuntu
7 32 (0.75%) VMS
8 26 (0.61%) CentOS
9 19 (0.44%) Apple iOS
10 17 (0.40%) Mac OS
10 17 (0.40%) Solaris
11 10 (0.23%) Windows 7
12 9 (0.21%) Kali Linux
13 6 (0.14%) AIX
13 6 (0.14%) Amazon Linux
14 5 (0.12%) Debian
14 5 (0.12%) zOS
15 3 (0.070%) Embedded Linux
15 3 (0.070%) Windows 10
Processes & Methodologies
1 1,563 (36.57%) CI/CD
2 1,219 (28.52%) DevOps
3 1,026 (24.01%) Agile
4 938 (21.95%) Problem-Solving
5 933 (21.83%) AI
6 861 (20.15%) Analytics
7 750 (17.55%) Infrastructure as Code
8 705 (16.50%) Machine Learning
9 682 (15.96%) Data Pipeline
10 666 (15.58%) Containerisation
11 609 (14.25%) Data Engineering
12 579 (13.55%) ETL
13 572 (13.38%) Data Modelling
14 536 (12.54%) Data Science
15 523 (12.24%) Software Engineering
16 501 (11.72%) Test Automation
17 417 (9.76%) Business Intelligence
18 405 (9.48%) Observability
19 369 (8.63%) LLM
20 321 (7.51%) Validation
Programming Languages
1 1,388 (32.48%) SQL
2 640 (14.97%) Java
3 543 (12.70%) PowerShell
4 518 (12.12%) Bash
5 446 (10.44%) JavaScript
6 291 (6.81%) TypeScript
7 282 (6.60%) C#
8 215 (5.03%) Go
9 152 (3.56%) C++
10 136 (3.18%) R
11 109 (2.55%) Shell Script
12 106 (2.48%) Scala
13 88 (2.06%) Perl
14 76 (1.78%) Ruby
15 61 (1.43%) Bicep
16 56 (1.31%) Kusto Query Language
17 46 (1.08%) C
17 46 (1.08%) VBA
18 38 (0.89%) Data Analysis Expressions
19 36 (0.84%) PHP
Qualifications
1 985 (23.05%) Security Cleared
2 785 (18.37%) SC Cleared
3 395 (9.24%) Degree
4 195 (4.56%) Computer Science Degree
5 130 (3.04%) DV Cleared
6 110 (2.57%) AWS Certification
7 107 (2.50%) Master's Degree
8 87 (2.04%) Azure Certification
9 85 (1.99%) CISSP
10 83 (1.94%) BPSS Clearance
11 62 (1.45%) Cisco Certification
12 47 (1.10%) CCNP
13 42 (0.98%) CISM
14 41 (0.96%) PhD
15 34 (0.80%) VMware Certified Professional (VCP)
16 31 (0.73%) Microsoft Certification
17 29 (0.68%) AWS Certified Solutions Architect
18 28 (0.66%) Microsoft Certified Professional
19 26 (0.61%) CEH
19 26 (0.61%) OSCP
Quality Assurance & Compliance
1 386 (9.03%) Data Quality
2 177 (4.14%) QA
3 157 (3.67%) GDPR
4 97 (2.27%) NIST
5 79 (1.85%) ISO/IEC 27001
6 49 (1.15%) Accessibility
7 24 (0.56%) HIPAA
7 24 (0.56%) PCI DSS
7 24 (0.56%) Sarbanes-Oxley
8 23 (0.54%) SLA
9 21 (0.49%) NCSC
10 12 (0.28%) Actionable Recommendations
10 12 (0.28%) EU AI Act
10 12 (0.28%) SOC 2
11 11 (0.26%) WCAG
12 10 (0.23%) MiFID
12 10 (0.23%) PSD2
13 9 (0.21%) Cyber Essentials
13 9 (0.21%) EMIR
14 7 (0.16%) PMO
System Software
1 848 (19.84%) Docker
2 165 (3.86%) Active Directory
3 104 (2.43%) VMware Infrastructure
4 46 (1.08%) Virtual Machines
4 46 (1.08%) vSphere
5 41 (0.96%) VMware NSX
6 21 (0.49%) Firmware
7 20 (0.47%) Hyper-V
8 16 (0.37%) KVM
9 11 (0.26%) HDFS
9 11 (0.26%) VMware ESXi
10 10 (0.23%) Slurm Workload Manager
11 9 (0.21%) GPFS
11 9 (0.21%) Lustre
12 6 (0.14%) Postfix
13 5 (0.12%) Squid
14 4 (0.094%) Active Directory Lightweight Directory Services
14 4 (0.094%) NFS
14 4 (0.094%) Virtual Servers
15 3 (0.070%) zsh
Systems Management
1 944 (22.09%) Terraform
2 921 (21.55%) Kubernetes
3 470 (11.00%) Ansible
4 286 (6.69%) Grafana
5 260 (6.08%) Prometheus
6 88 (2.06%) Argo
7 71 (1.66%) Puppet
8 43 (1.01%) Istio
9 40 (0.94%) Kibana
10 36 (0.84%) Nessus
11 29 (0.68%) vCenter Server
12 28 (0.66%) Progress Chef
13 27 (0.63%) Control-M
14 25 (0.58%) Single Sign-On
15 23 (0.54%) IBM Guardium
15 23 (0.54%) vRealize
16 20 (0.47%) Microsoft Intune
17 18 (0.42%) ITRS Geneos
17 18 (0.42%) Rancher
18 16 (0.37%) Nmap
Vendors
1 535 (12.52%) Microsoft
2 422 (9.87%) Databricks
3 255 (5.97%) Google
4 210 (4.91%) Splunk
5 199 (4.66%) Oracle
6 181 (4.23%) VMware
7 138 (3.23%) Red Hat
8 102 (2.39%) OpenAI
9 99 (2.32%) Cisco
10 95 (2.22%) ServiceNow
11 81 (1.90%) CyberArk
12 74 (1.73%) Foundry
13 68 (1.59%) F5
14 65 (1.52%) BeyondTrust
15 64 (1.50%) Palo Alto
16 49 (1.15%) Informatica
17 41 (0.96%) Dynatrace
17 41 (0.96%) IBM
18 38 (0.89%) Atlassian
18 38 (0.89%) SAP