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 28 February 2026, with comparisons to the same periods in the previous two years.

6 months to
28 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,287 3,356 3,552
As % of all contract jobs in England 12.07% 13.07% 9.39%
As % of the Programming Languages category 40.67% 38.88% 32.13%
Number of daily rates quoted 2,940 2,309 2,539
10th Percentile £363 £385 £400
25th Percentile £421 £463 £465
Median daily rate (50th Percentile) £522 £575 £558
Median % change year-on-year -9.17% +3.14% -7.08%
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 83 43 100
10th Percentile £27.50 £21.25 £25.12
25th Percentile £41.60 £25.75 £41.06
Median hourly rate £55.00 £52.50 £60.00
Median % change year-on-year +4.76% -12.50% -7.69%
75th Percentile £74.26 £69.38 £69.72
90th Percentile £80.16 £86.00 £76.53
UK median hourly rate £54.25 £45.00 £57.50
% change year-on-year +20.56% -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 10,541 8,631 11,056
As % of all contract IT jobs advertised in England 29.67% 33.61% 29.24%
Number of daily rates quoted 7,042 5,651 7,952
10th Percentile £352 £356 £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 £613 £650 £663
90th Percentile £725 £775 £763
UK median daily rate £500 £525 £530
% change year-on-year -4.76% -0.94% -5.36%
Number of hourly rates quoted 446 212 469
10th Percentile £41.76 £25.25 £35.50
25th Percentile £55.00 £41.25 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -7.51%
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.00 £77.50
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -4.76%

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 28 February 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 28 February 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 28 February 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 2,434 £550 -8.33% 1,001
North of England +12 673 £481 -3.75% 449
South East -3 419 £500 -6.10% 600
Yorkshire +3 359 £488 -9.93% 159
Midlands 0 281 £500 +4.82% 228
North West +11 274 £475 -3.06% 219
West Midlands +1 232 £500 - 117
South West -7 200 £550 -8.33% 243
East of England +3 135 £525 +6.06% 200
East Midlands -12 48 £444 +10.94% 110
North East +5 46 £475 -9.52% 75
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
1 214 (4.99%) Apache Spark
2 166 (3.87%) Apache Airflow
3 138 (3.22%) Confluence
4 116 (2.71%) Apache
5 69 (1.61%) SAS
6 51 (1.19%) SharePoint
7 26 (0.61%) Microsoft Exchange
8 24 (0.56%) OpenStack
9 21 (0.49%) Jupyter
10 20 (0.47%) Appian
10 20 (0.47%) Palantir Foundry
11 14 (0.33%) nginx
12 9 (0.21%) Camunda
13 6 (0.14%) CMS
14 5 (0.12%) ArcGIS
15 4 (0.093%) Apache Superset
15 4 (0.093%) Oracle Application Server
15 4 (0.093%) Traefik
16 3 (0.070%) Ethereum
16 3 (0.070%) Hyperledger
Applications
1 110 (2.57%) Microsoft Excel
2 29 (0.68%) 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
9 2 (0.047%) Mozilla Thunderbird
Business Applications
1 19 (0.44%) Aladdin
2 12 (0.28%) Fidessa
3 8 (0.19%) SAP S/4HANA
4 4 (0.093%) 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%) 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 ERP
7 1 (0.023%) SAP IBP
Cloud Services
1 1,666 (38.86%) AWS
2 1,471 (34.31%) Azure
3 712 (16.61%) GCP
4 573 (13.37%) GitHub
5 425 (9.91%) Power Platform
6 422 (9.84%) Serverless
7 308 (7.18%) Azure DevOps
8 288 (6.72%) Amazon S3
9 286 (6.67%) GitHub Actions
10 268 (6.25%) AWS Lambda
11 223 (5.20%) Azure Data Factory
12 207 (4.83%) Snowflake
13 186 (4.34%) AWS CloudFormation
14 157 (3.66%) OpenShift
15 148 (3.45%) Amazon EKS
16 135 (3.15%) Azure Synapse Analytics
17 128 (2.99%) Amazon ECS
18 126 (2.94%) dbt
19 119 (2.78%) Amazon EC2
20 114 (2.66%) Amazon CloudWatch
Communications & Networking
1 192 (4.48%) Firewall
2 139 (3.24%) DNS
3 103 (2.40%) TCP/IP
4 98 (2.29%) Network Security
5 76 (1.77%) VPN
6 55 (1.28%) BGP
7 49 (1.14%) WAN
8 47 (1.10%) HTTP
9 46 (1.07%) SSL
10 39 (0.91%) Wireshark
11 34 (0.79%) MPLS
12 30 (0.70%) LAN
13 29 (0.68%) DHCP
14 28 (0.65%) OSPF
15 25 (0.58%) SD-WAN
16 23 (0.54%) VLAN
16 23 (0.54%) Wireless
17 22 (0.51%) BIG-IP
18 21 (0.49%) SSH
19 20 (0.47%) SAN
Database & Business Intelligence
1 352 (8.21%) Power BI
2 330 (7.70%) PostgreSQL
3 245 (5.71%) Data Warehouse
4 215 (5.02%) NoSQL
5 189 (4.41%) Data Lake
6 178 (4.15%) Relational Database
7 170 (3.97%) SQL Server
8 134 (3.13%) Big Data
9 133 (3.10%) Tableau
10 110 (2.57%) Metadata
11 104 (2.43%) BigQuery
12 103 (2.40%) MySQL
13 100 (2.33%) Amazon RDS
14 97 (2.26%) Delta Lake
15 89 (2.08%) Amazon Redshift
16 82 (1.91%) MongoDB
17 81 (1.89%) Azure SQL Database
18 74 (1.73%) Hadoop
19 71 (1.66%) Amazon Athena
20 65 (1.52%) Elasticsearch
Development Applications
1 538 (12.55%) Git
2 460 (10.73%) Jenkins
3 365 (8.51%) GitLab
4 262 (6.11%) JIRA
5 77 (1.80%) MLflow
6 73 (1.70%) Selenium
7 42 (0.98%) Postman
8 39 (0.91%) Cucumber
9 38 (0.89%) Bitbucket
10 30 (0.70%) Sonatype Nexus
11 29 (0.68%) JUnit
12 26 (0.61%) Liquibase
12 26 (0.61%) SpecFlow
13 25 (0.58%) JMeter
14 23 (0.54%) Maven
15 21 (0.49%) Artifactory
15 21 (0.49%) CircleCI
15 21 (0.49%) Cypress.io
16 19 (0.44%) Android Studio
16 19 (0.44%) SonarQube
General
1 1,138 (26.55%) Social Skills
2 886 (20.67%) Finance
3 624 (14.56%) Analytical Skills
4 384 (8.96%) Public Sector
5 372 (8.68%) Banking
6 166 (3.87%) Front Office
7 116 (2.71%) Documentation Skills
8 90 (2.10%) Investment Banking
9 62 (1.45%) Marketing
10 61 (1.42%) Retail
11 60 (1.40%) Financial Institution
11 60 (1.40%) Pharmaceutical
12 52 (1.21%) Inclusion and Diversity
12 52 (1.21%) Telecoms
13 38 (0.89%) Legal
13 38 (0.89%) Manufacturing
14 33 (0.77%) Influencing Skills
15 32 (0.75%) Presentation Skills
16 31 (0.72%) Military
17 20 (0.47%) Electronics
Job Titles
1 793 (18.50%) Developer
2 598 (13.95%) Senior
3 594 (13.86%) Data Engineer
4 340 (7.93%) Python Developer
5 291 (6.79%) Lead
6 272 (6.34%) Architect
7 261 (6.09%) DevOps Engineer
8 244 (5.69%) Analyst
9 231 (5.39%) Software Engineer
10 220 (5.13%) Python Engineer
11 208 (4.85%) Artificial Intelligence Engineer
12 189 (4.41%) AWS Engineer
13 182 (4.25%) Data Scientist
14 132 (3.08%) Platform Engineer
15 131 (3.06%) Senior Developer
16 127 (2.96%) Azure Engineer
17 118 (2.75%) Full-Stack Developer
18 117 (2.73%) Data Analyst
19 115 (2.68%) Senior Data Engineer
20 108 (2.52%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 373 (8.70%) REST
2 317 (7.39%) React
3 301 (7.02%) Kafka
4 251 (5.85%) PySpark
5 230 (5.37%) Node.js
6 195 (4.55%) PyTorch
7 184 (4.29%) RESTful
8 182 (4.25%) Pandas
9 171 (3.99%) .NET
10 163 (3.80%) TensorFlow
11 156 (3.64%) FastAPI
12 135 (3.15%) NumPy
13 131 (3.06%) scikit-learn
14 125 (2.92%) AngularJS
15 107 (2.50%) LangChain
16 102 (2.38%) JSON
17 101 (2.36%) pytest
18 97 (2.26%) Flask
19 96 (2.24%) LDAP
20 95 (2.22%) Django
Miscellaneous
1 431 (10.05%) Cloud Native
2 170 (3.97%) Algorithms
3 165 (3.85%) Distributed Systems
4 117 (2.73%) Product Ownership
5 112 (2.61%) Equities
6 109 (2.54%) Data Protection Act
7 103 (2.40%) Fixed Income
8 96 (2.24%) Derivative
9 93 (2.17%) Data Structures
10 91 (2.12%) Security Posture
11 90 (2.10%) Onboarding
12 84 (1.96%) Enterprise Software
13 82 (1.91%) AI Agents
13 82 (1.91%) Public Cloud
14 79 (1.84%) Hybrid Cloud
15 70 (1.63%) Management Information System
16 65 (1.52%) Legacy Systems
17 62 (1.45%) Foreign Exchange (FX)
18 60 (1.40%) Data Centre
19 57 (1.33%) Hedge funds
Operating Systems
1 613 (14.30%) Linux
2 263 (6.13%) Windows
3 169 (3.94%) Unix
4 80 (1.87%) Red Hat Enterprise Linux
5 50 (1.17%) Windows Server
6 36 (0.84%) Ubuntu
7 35 (0.82%) Android
8 33 (0.77%) VMS
9 27 (0.63%) CentOS
10 19 (0.44%) Apple iOS
11 18 (0.42%) Solaris
12 17 (0.40%) Mac OS
13 10 (0.23%) Windows 7
14 9 (0.21%) Kali Linux
15 7 (0.16%) Amazon Linux
16 5 (0.12%) Debian
16 5 (0.12%) zOS
17 3 (0.070%) AIX
17 3 (0.070%) Embedded Linux
17 3 (0.070%) Windows 10
Processes & Methodologies
1 1,566 (36.53%) CI/CD
2 1,228 (28.64%) DevOps
3 1,025 (23.91%) Agile
4 946 (22.07%) Problem-Solving
5 937 (21.86%) AI
6 862 (20.11%) Analytics
7 752 (17.54%) Infrastructure as Code
8 709 (16.54%) Machine Learning
9 686 (16.00%) Data Pipeline
10 673 (15.70%) Containerisation
11 614 (14.32%) Data Engineering
12 576 (13.44%) ETL
13 568 (13.25%) Data Modelling
14 543 (12.67%) Data Science
15 528 (12.32%) Software Engineering
16 499 (11.64%) Test Automation
17 412 (9.61%) Business Intelligence
18 403 (9.40%) Observability
19 375 (8.75%) LLM
20 323 (7.53%) Validation
Programming Languages
1 1,393 (32.49%) SQL
2 644 (15.02%) Java
3 545 (12.71%) PowerShell
4 519 (12.11%) Bash
5 444 (10.36%) JavaScript
6 284 (6.62%) C#
7 280 (6.53%) TypeScript
8 213 (4.97%) Go
9 158 (3.69%) C++
10 138 (3.22%) R
11 110 (2.57%) Shell Script
12 107 (2.50%) Scala
13 88 (2.05%) Perl
14 76 (1.77%) Ruby
15 60 (1.40%) Bicep
16 57 (1.33%) Kusto Query Language
17 47 (1.10%) C
17 47 (1.10%) VBA
18 36 (0.84%) Data Analysis Expressions
18 36 (0.84%) PHP
Qualifications
1 989 (23.07%) Security Cleared
2 788 (18.38%) SC Cleared
3 402 (9.38%) Degree
4 202 (4.71%) Computer Science Degree
5 133 (3.10%) DV Cleared
6 113 (2.64%) AWS Certification
7 109 (2.54%) Master's Degree
8 89 (2.08%) Azure Certification
9 85 (1.98%) CISSP
10 83 (1.94%) BPSS Clearance
11 64 (1.49%) Cisco Certification
12 47 (1.10%) CCNP
13 42 (0.98%) CISM
14 41 (0.96%) PhD
15 34 (0.79%) VMware Certified Professional (VCP)
16 30 (0.70%) Microsoft Certification
17 29 (0.68%) AWS Certified Solutions Architect
18 28 (0.65%) Microsoft Certified Professional
19 27 (0.63%) CCIE
20 26 (0.61%) CEH
Quality Assurance & Compliance
1 390 (9.10%) Data Quality
2 178 (4.15%) QA
3 158 (3.69%) GDPR
4 97 (2.26%) NIST
5 79 (1.84%) ISO/IEC 27001
6 50 (1.17%) Accessibility
7 25 (0.58%) Sarbanes-Oxley
8 24 (0.56%) HIPAA
9 23 (0.54%) PCI DSS
10 21 (0.49%) NCSC
11 19 (0.44%) SLA
12 12 (0.28%) EU AI Act
12 12 (0.28%) SOC 2
13 11 (0.26%) Actionable Recommendations
13 11 (0.26%) WCAG
14 10 (0.23%) MiFID
14 10 (0.23%) PSD2
15 9 (0.21%) Cyber Essentials
15 9 (0.21%) EMIR
16 7 (0.16%) PMO
System Software
1 854 (19.92%) Docker
2 165 (3.85%) Active Directory
3 105 (2.45%) VMware Infrastructure
4 46 (1.07%) Virtual Machines
5 45 (1.05%) vSphere
6 42 (0.98%) VMware NSX
7 20 (0.47%) Hyper-V
8 17 (0.40%) Firmware
9 16 (0.37%) KVM
10 12 (0.28%) VMware ESXi
11 11 (0.26%) HDFS
12 10 (0.23%) Slurm Workload Manager
13 9 (0.21%) GPFS
13 9 (0.21%) Lustre
14 7 (0.16%) Postfix
15 6 (0.14%) Squid
16 5 (0.12%) NFS
17 4 (0.093%) Active Directory Lightweight Directory Services
17 4 (0.093%) Virtual Servers
17 4 (0.093%) zsh
Systems Management
1 945 (22.04%) Terraform
2 930 (21.69%) Kubernetes
3 475 (11.08%) Ansible
4 289 (6.74%) Grafana
5 262 (6.11%) Prometheus
6 87 (2.03%) Argo
7 72 (1.68%) Puppet
8 43 (1.00%) Istio
9 41 (0.96%) Kibana
10 37 (0.86%) Nessus
11 28 (0.65%) Progress Chef
11 28 (0.65%) vCenter Server
12 27 (0.63%) Control-M
13 25 (0.58%) Single Sign-On
14 23 (0.54%) IBM Guardium
15 22 (0.51%) vRealize
16 20 (0.47%) Microsoft Intune
17 18 (0.42%) ITRS Geneos
17 18 (0.42%) Rancher
18 16 (0.37%) Nmap
Vendors
1 536 (12.50%) Microsoft
2 426 (9.94%) Databricks
3 259 (6.04%) Google
4 214 (4.99%) Splunk
5 202 (4.71%) Oracle
6 181 (4.22%) VMware
7 140 (3.27%) Red Hat
8 103 (2.40%) OpenAI
9 98 (2.29%) Cisco
10 96 (2.24%) ServiceNow
11 82 (1.91%) CyberArk
12 77 (1.80%) Foundry
13 69 (1.61%) F5
14 65 (1.52%) BeyondTrust
14 65 (1.52%) Palo Alto
15 48 (1.12%) Informatica
16 41 (0.96%) Dynatrace
17 39 (0.91%) SAP
18 38 (0.89%) Atlassian
18 38 (0.89%) IBM