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 2 March 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Mar 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,234 3,326 3,542
As % of all contract jobs in England 11.99% 13.14% 9.33%
As % of the Programming Languages category 40.59% 38.99% 32.00%
Number of daily rates quoted 2,903 2,295 2,531
10th Percentile £363 £395 £400
25th Percentile £421 £463 £463
Median daily rate (50th Percentile) £520 £575 £551
Median % change year-on-year -9.57% +4.45% -8.25%
75th Percentile £638 £696 £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 42 102
10th Percentile £27.50 £21.25 £25.39
25th Percentile £41.42 £25.50 £41.50
Median hourly rate £55.00 £53.50 £60.00
Median % change year-on-year +2.80% -10.83% -7.69%
75th Percentile £74.26 £70.31 £69.91
90th Percentile £79.95 £86.75 £76.53
UK median hourly rate £54.00 £45.00 £57.50
% change year-on-year +20.00% -21.74% -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 10,430 8,530 11,068
As % of all contract IT jobs advertised in England 29.54% 33.69% 29.16%
Number of daily rates quoted 6,960 5,605 7,963
10th Percentile £351 £357 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £508 £525 £550
Median % change year-on-year -3.33% -4.55% -4.35%
75th Percentile £613 £650 £663
90th Percentile £725 £775 £763
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -6.25%
Number of hourly rates quoted 446 210 473
10th Percentile £41.42 £25.25 £35.10
25th Percentile £55.00 £41.25 £46.25
Median hourly rate £65.00 £62.75 £60.00
Median % change year-on-year +3.59% +4.58% -7.69%
75th Percentile £70.00 £68.75 £69.62
90th Percentile £77.50 £85.10 £77.31
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -6.25%

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 2 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 2 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 2 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 2,403 £550 -8.33% 1,227
North of England +11 664 £481 -3.75% 679
South East -3 414 £492 -8.42% 904
Yorkshire +3 354 £488 -9.30% 267
Midlands -3 276 £500 +2.04% 403
North West +11 271 £475 -5.00% 309
West Midlands -2 228 £500 - 184
South West -6 200 £550 -8.33% 401
East of England +1 132 £506 +1.76% 378
East Midlands -17 47 £445 +1.80% 211
North East +5 45 £488 -7.14% 109
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 (5.03%) Apache Spark
2 163 (3.85%) Apache Airflow
3 136 (3.21%) Confluence
4 114 (2.69%) Apache
5 66 (1.56%) SAS
6 51 (1.20%) SharePoint
7 26 (0.61%) Microsoft Exchange
8 22 (0.52%) OpenStack
9 21 (0.50%) Jupyter
10 20 (0.47%) Appian
11 18 (0.43%) Palantir Foundry
12 13 (0.31%) nginx
13 9 (0.21%) Camunda
14 6 (0.14%) CMS
15 5 (0.12%) ArcGIS
16 4 (0.094%) Apache Superset
16 4 (0.094%) Oracle Application Server
16 4 (0.094%) Traefik
17 3 (0.071%) Ethereum
17 3 (0.071%) Hyperledger
Applications
1 108 (2.55%) Microsoft Excel
2 28 (0.66%) Chatbot
3 24 (0.57%) Microsoft Office
4 21 (0.50%) Microsoft PowerPoint
5 20 (0.47%) MS Visio
6 10 (0.24%) Spreadsheet
7 8 (0.19%) Weka
8 3 (0.071%) LaTeX
8 3 (0.071%) Microsoft Project
9 2 (0.047%) CPLEX
10 1 (0.024%) Mozilla Thunderbird
Business Applications
1 19 (0.45%) Aladdin
2 12 (0.28%) Fidessa
3 8 (0.19%) SAP S/4HANA
4 4 (0.094%) Bloomberg AIM
5 3 (0.071%) 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 (0.024%) Advent Geneva
7 1 (0.024%) Cerner Millennium
7 1 (0.024%) IntelliMatch
7 1 (0.024%) ION MarketView
7 1 (0.024%) NetSuite
7 1 (0.024%) RMDS
7 1 (0.024%) Salesforce CRM
7 1 (0.024%) SAP BPC
7 1 (0.024%) SAP IBP
Cloud Services
1 1,644 (38.83%) AWS
2 1,455 (34.36%) Azure
3 701 (16.56%) GCP
4 568 (13.42%) GitHub
5 423 (9.99%) Power Platform
6 414 (9.78%) Serverless
7 305 (7.20%) Azure DevOps
8 285 (6.73%) Amazon S3
9 282 (6.66%) GitHub Actions
10 266 (6.28%) AWS Lambda
11 224 (5.29%) Azure Data Factory
12 207 (4.89%) Snowflake
13 186 (4.39%) AWS CloudFormation
14 156 (3.68%) OpenShift
15 147 (3.47%) Amazon EKS
16 135 (3.19%) Azure Synapse Analytics
17 126 (2.98%) dbt
18 125 (2.95%) Amazon ECS
19 118 (2.79%) Amazon EC2
20 112 (2.65%) Amazon CloudWatch
Communications & Networking
1 191 (4.51%) Firewall
2 137 (3.24%) DNS
3 102 (2.41%) TCP/IP
4 98 (2.31%) Network Security
5 76 (1.79%) VPN
6 53 (1.25%) BGP
7 47 (1.11%) WAN
8 46 (1.09%) HTTP
8 46 (1.09%) SSL
9 39 (0.92%) Wireshark
10 32 (0.76%) MPLS
11 29 (0.68%) DHCP
12 28 (0.66%) LAN
13 27 (0.64%) OSPF
14 25 (0.59%) SD-WAN
15 23 (0.54%) VLAN
16 22 (0.52%) BIG-IP
16 22 (0.52%) Wireless
17 20 (0.47%) SAN
17 20 (0.47%) SSH
Database & Business Intelligence
1 350 (8.27%) Power BI
2 328 (7.75%) PostgreSQL
3 244 (5.76%) Data Warehouse
4 209 (4.94%) NoSQL
5 188 (4.44%) Data Lake
6 175 (4.13%) Relational Database
7 168 (3.97%) SQL Server
8 132 (3.12%) Tableau
9 130 (3.07%) Big Data
10 109 (2.57%) Metadata
11 104 (2.46%) BigQuery
12 102 (2.41%) MySQL
13 98 (2.31%) Amazon RDS
14 96 (2.27%) Delta Lake
15 89 (2.10%) Amazon Redshift
16 83 (1.96%) Azure SQL Database
17 80 (1.89%) MongoDB
18 72 (1.70%) Hadoop
19 71 (1.68%) Amazon Athena
20 62 (1.46%) Elasticsearch
Development Applications
1 534 (12.61%) Git
2 455 (10.75%) Jenkins
3 359 (8.48%) GitLab
4 259 (6.12%) JIRA
5 76 (1.79%) MLflow
6 73 (1.72%) Selenium
7 42 (0.99%) Postman
8 39 (0.92%) Cucumber
9 38 (0.90%) Bitbucket
10 30 (0.71%) Sonatype Nexus
11 29 (0.68%) JUnit
12 25 (0.59%) JMeter
12 25 (0.59%) SpecFlow
13 23 (0.54%) Maven
14 22 (0.52%) Liquibase
15 21 (0.50%) Artifactory
15 21 (0.50%) Cypress.io
16 20 (0.47%) CircleCI
17 19 (0.45%) Android Studio
17 19 (0.45%) SonarQube
General
1 1,120 (26.45%) Social Skills
2 874 (20.64%) Finance
3 614 (14.50%) Analytical Skills
4 382 (9.02%) Public Sector
5 367 (8.67%) Banking
6 165 (3.90%) Front Office
7 115 (2.72%) Documentation Skills
8 90 (2.13%) Investment Banking
9 61 (1.44%) Marketing
10 60 (1.42%) Pharmaceutical
11 59 (1.39%) Retail
12 57 (1.35%) Financial Institution
13 50 (1.18%) Inclusion and Diversity
13 50 (1.18%) Telecoms
14 38 (0.90%) Manufacturing
15 35 (0.83%) Legal
16 33 (0.78%) Influencing Skills
17 31 (0.73%) Military
18 30 (0.71%) Presentation Skills
19 20 (0.47%) Electronics
Job Titles
1 783 (18.49%) Developer
2 586 (13.84%) Data Engineer
2 586 (13.84%) Senior
3 336 (7.94%) Python Developer
4 289 (6.83%) Lead
5 269 (6.35%) Architect
6 259 (6.12%) DevOps Engineer
7 241 (5.69%) Analyst
8 224 (5.29%) Software Engineer
9 212 (5.01%) Python Engineer
10 206 (4.87%) Artificial Intelligence Engineer
11 186 (4.39%) AWS Engineer
12 177 (4.18%) Data Scientist
13 131 (3.09%) Platform Engineer
14 129 (3.05%) Senior Developer
15 127 (3.00%) Azure Engineer
16 116 (2.74%) Data Analyst
17 114 (2.69%) Full-Stack Developer
18 113 (2.67%) Senior Data Engineer
19 107 (2.53%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 364 (8.60%) REST
2 314 (7.42%) React
3 293 (6.92%) Kafka
4 247 (5.83%) PySpark
5 226 (5.34%) Node.js
6 195 (4.61%) PyTorch
7 181 (4.27%) Pandas
8 180 (4.25%) RESTful
9 170 (4.02%) .NET
10 161 (3.80%) TensorFlow
11 154 (3.64%) FastAPI
12 133 (3.14%) NumPy
13 129 (3.05%) scikit-learn
14 124 (2.93%) AngularJS
15 103 (2.43%) LangChain
16 101 (2.39%) JSON
16 101 (2.39%) pytest
17 95 (2.24%) LDAP
18 94 (2.22%) Django
18 94 (2.22%) Flask
Miscellaneous
1 424 (10.01%) Cloud Native
2 168 (3.97%) Algorithms
3 161 (3.80%) Distributed Systems
4 117 (2.76%) Product Ownership
5 112 (2.65%) Equities
6 109 (2.57%) Data Protection Act
7 103 (2.43%) Fixed Income
8 96 (2.27%) Derivative
9 92 (2.17%) Data Structures
10 91 (2.15%) Security Posture
11 90 (2.13%) Onboarding
12 84 (1.98%) Enterprise Software
13 83 (1.96%) AI Agents
14 79 (1.87%) Public Cloud
15 77 (1.82%) Hybrid Cloud
16 69 (1.63%) Management Information System
17 64 (1.51%) Legacy Systems
18 62 (1.46%) Foreign Exchange (FX)
19 59 (1.39%) Data Centre
20 56 (1.32%) Hedge funds
Operating Systems
1 601 (14.19%) Linux
2 261 (6.16%) Windows
3 166 (3.92%) Unix
4 79 (1.87%) Red Hat Enterprise Linux
5 50 (1.18%) Windows Server
6 35 (0.83%) Android
6 35 (0.83%) Ubuntu
7 32 (0.76%) VMS
8 26 (0.61%) CentOS
9 19 (0.45%) Apple iOS
10 17 (0.40%) Solaris
11 16 (0.38%) Mac OS
12 10 (0.24%) Windows 7
13 9 (0.21%) Kali Linux
14 6 (0.14%) Amazon Linux
15 5 (0.12%) Debian
15 5 (0.12%) zOS
16 3 (0.071%) AIX
16 3 (0.071%) Embedded Linux
16 3 (0.071%) Windows 10
Processes & Methodologies
1 1,551 (36.63%) CI/CD
2 1,215 (28.70%) DevOps
3 1,012 (23.90%) Agile
4 931 (21.99%) Problem-Solving
5 925 (21.85%) AI
6 855 (20.19%) Analytics
7 746 (17.62%) Infrastructure as Code
8 701 (16.56%) Machine Learning
9 678 (16.01%) Data Pipeline
10 664 (15.68%) Containerisation
11 607 (14.34%) Data Engineering
12 573 (13.53%) ETL
13 567 (13.39%) Data Modelling
14 533 (12.59%) Data Science
15 513 (12.12%) Software Engineering
16 498 (11.76%) Test Automation
17 412 (9.73%) Business Intelligence
18 400 (9.45%) Observability
19 367 (8.67%) LLM
20 320 (7.56%) Validation
Programming Languages
1 1,376 (32.50%) SQL
2 634 (14.97%) Java
3 540 (12.75%) PowerShell
4 513 (12.12%) Bash
5 436 (10.30%) JavaScript
6 281 (6.64%) C#
7 278 (6.57%) TypeScript
8 208 (4.91%) Go
9 152 (3.59%) C++
10 135 (3.19%) R
11 109 (2.57%) Shell Script
12 106 (2.50%) Scala
13 85 (2.01%) Perl
14 76 (1.79%) Ruby
15 60 (1.42%) Bicep
16 55 (1.30%) Kusto Query Language
17 46 (1.09%) C
17 46 (1.09%) VBA
18 36 (0.85%) Data Analysis Expressions
18 36 (0.85%) PHP
Qualifications
1 983 (23.22%) Security Cleared
2 783 (18.49%) SC Cleared
3 391 (9.23%) Degree
4 193 (4.56%) Computer Science Degree
5 129 (3.05%) DV Cleared
6 110 (2.60%) AWS Certification
7 106 (2.50%) Master's Degree
8 87 (2.05%) Azure Certification
9 85 (2.01%) CISSP
10 83 (1.96%) BPSS Clearance
11 62 (1.46%) Cisco Certification
12 47 (1.11%) CCNP
13 42 (0.99%) CISM
14 41 (0.97%) PhD
15 34 (0.80%) VMware Certified Professional (VCP)
16 30 (0.71%) 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
1 385 (9.09%) Data Quality
2 175 (4.13%) QA
3 157 (3.71%) GDPR
4 97 (2.29%) NIST
5 79 (1.87%) ISO/IEC 27001
6 49 (1.16%) Accessibility
7 24 (0.57%) HIPAA
7 24 (0.57%) Sarbanes-Oxley
8 23 (0.54%) PCI DSS
9 21 (0.50%) NCSC
10 19 (0.45%) SLA
11 12 (0.28%) EU AI Act
11 12 (0.28%) SOC 2
12 11 (0.26%) Actionable Recommendations
12 11 (0.26%) WCAG
13 10 (0.24%) MiFID
13 10 (0.24%) PSD2
14 9 (0.21%) Cyber Essentials
14 9 (0.21%) EMIR
15 7 (0.17%) PMO
System Software
1 842 (19.89%) Docker
2 165 (3.90%) Active Directory
3 103 (2.43%) VMware Infrastructure
4 46 (1.09%) Virtual Machines
5 45 (1.06%) vSphere
6 41 (0.97%) VMware NSX
7 20 (0.47%) Hyper-V
8 17 (0.40%) Firmware
9 16 (0.38%) KVM
10 11 (0.26%) HDFS
10 11 (0.26%) VMware ESXi
11 10 (0.24%) Slurm Workload Manager
12 9 (0.21%) GPFS
12 9 (0.21%) Lustre
13 6 (0.14%) Postfix
14 5 (0.12%) Squid
15 4 (0.094%) Active Directory Lightweight Directory Services
15 4 (0.094%) NFS
15 4 (0.094%) Virtual Servers
16 3 (0.071%) zsh
Systems Management
1 936 (22.11%) Terraform
2 919 (21.71%) Kubernetes
3 467 (11.03%) Ansible
4 280 (6.61%) Grafana
5 255 (6.02%) Prometheus
6 87 (2.05%) Argo
7 71 (1.68%) Puppet
8 43 (1.02%) Istio
9 40 (0.94%) Kibana
10 36 (0.85%) Nessus
11 28 (0.66%) Progress Chef
11 28 (0.66%) vCenter Server
12 27 (0.64%) Control-M
13 25 (0.59%) Single Sign-On
14 23 (0.54%) IBM Guardium
15 22 (0.52%) vRealize
16 20 (0.47%) Microsoft Intune
17 18 (0.43%) ITRS Geneos
17 18 (0.43%) Rancher
18 16 (0.38%) Nmap
Vendors
1 528 (12.47%) Microsoft
2 421 (9.94%) Databricks
3 255 (6.02%) Google
4 205 (4.84%) Splunk
5 198 (4.68%) Oracle
6 179 (4.23%) VMware
7 138 (3.26%) Red Hat
8 102 (2.41%) OpenAI
9 97 (2.29%) Cisco
10 95 (2.24%) ServiceNow
11 81 (1.91%) CyberArk
12 73 (1.72%) Foundry
13 68 (1.61%) F5
14 65 (1.54%) BeyondTrust
15 64 (1.51%) Palo Alto
16 48 (1.13%) Informatica
17 40 (0.94%) Dynatrace
18 38 (0.90%) Atlassian
18 38 (0.90%) IBM
18 38 (0.90%) SAP