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 21 December 2025, with comparisons to the same periods in the previous two years.

6 months to
21 Dec 2025
Same period 2024 Same period 2023
Rank 9 10 13
Rank change year-on-year +1 +3 -1
Contract jobs citing Python 4,086 3,518 3,675
As % of all contract jobs in England 13.02% 12.22% 9.92%
As % of the Programming Languages category 41.93% 37.49% 32.25%
Number of daily rates quoted 2,735 2,375 2,688
10th Percentile £360 £393 £407
25th Percentile £425 £475 £487
Median daily rate (50th Percentile) £525 £585 £575
Median % change year-on-year -10.26% +1.74% -4.17%
75th Percentile £644 £709 £700
90th Percentile £750 £825 £800
UK median daily rate £525 £568 £575
% change year-on-year -7.57% -1.22% -4.17%
Number of hourly rates quoted 86 57 116
10th Percentile £28.75 £21.25 £37.50
25th Percentile £41.42 £27.00 £46.18
Median hourly rate £54.50 £52.50 £60.00
Median % change year-on-year +3.81% -12.50% -7.69%
75th Percentile £74.82 £71.25 £70.00
90th Percentile £84.38 £78.50 £77.50
UK median hourly rate £54.50 £48.75 £60.00
% change year-on-year +11.79% -18.75% -7.69%

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 9,744 9,383 11,396
As % of all contract IT jobs advertised in England 31.06% 32.58% 30.77%
Number of daily rates quoted 6,457 6,099 8,292
10th Percentile £350 £356 £363
25th Percentile £413 £425 £449
Median daily rate (50th Percentile) £513 £540 £550
Median % change year-on-year -5.09% -1.82% -4.35%
75th Percentile £625 £650 £669
90th Percentile £738 £775 £775
UK median daily rate £506 £525 £550
% change year-on-year -3.71% -4.55% -3.34%
Number of hourly rates quoted 347 226 381
10th Percentile £34.00 £25.75 £35.00
25th Percentile £51.23 £44.62 £46.75
Median hourly rate £65.00 £63.00 £62.50
Median % change year-on-year +3.17% +0.80% -3.10%
75th Percentile £68.75 £68.75 £70.00
90th Percentile £75.00 £85.00 £78.75
UK median hourly rate £65.00 £62.50 £62.50
% change year-on-year +4.00% - -

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 21 December 2025.

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 21 December 2025.

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 21 December 2025. 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 +1 2,364 £550 -10.20% 735
North of England +9 569 £475 -6.40% 350
South East +2 410 £492 -7.61% 567
Yorkshire +9 291 £500 -6.98% 131
Midlands +12 283 £500 +5.26% 173
North West +6 238 £450 -7.69% 173
West Midlands +17 232 £507 +1.30% 107
South West -8 177 £550 -8.33% 185
East of England +2 146 £525 +6.06% 168
East Midlands -8 51 £406 +1.50% 66
North East +8 45 £475 -15.93% 53
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
1 210 (5.14%) Apache Airflow
2 179 (4.38%) Apache Spark
3 146 (3.57%) Confluence
4 142 (3.48%) Apache
5 59 (1.44%) SAS
6 45 (1.10%) SharePoint
7 33 (0.81%) OpenStack
8 29 (0.71%) nginx
9 21 (0.51%) Microsoft Exchange
10 18 (0.44%) Jupyter
11 14 (0.34%) Appian
12 12 (0.29%) IIS
13 9 (0.22%) Apache Pig
14 7 (0.17%) Oracle Application Server
15 6 (0.15%) Camunda
15 6 (0.15%) CMS
15 6 (0.15%) JBoss
16 4 (0.098%) ArcGIS
16 4 (0.098%) Luigi
16 4 (0.098%) Tomcat
Applications
1 125 (3.06%) Microsoft Excel
2 30 (0.73%) Chatbot
3 22 (0.54%) Microsoft Office
4 21 (0.51%) Microsoft PowerPoint
5 13 (0.32%) MS Visio
6 11 (0.27%) Mozilla Thunderbird
7 8 (0.20%) Spreadsheet
7 8 (0.20%) Weka
8 3 (0.073%) Maya
8 3 (0.073%) NUKE
9 2 (0.049%) GNU Octave
10 1 (0.024%) CPLEX
10 1 (0.024%) Microsoft Project
10 1 (0.024%) NASTRAN
10 1 (0.024%) SPSS
10 1 (0.024%) Stata
10 1 (0.024%) Trello
10 1 (0.024%) Windchill
Business Applications
1 13 (0.32%) Aladdin
2 12 (0.29%) SAP S/4HANA
3 6 (0.15%) Fidessa
4 3 (0.073%) Actimize
4 3 (0.073%) Maximo
4 3 (0.073%) Remedy ITSM
4 3 (0.073%) Salesforce CRM
4 3 (0.073%) Teamcenter
5 2 (0.049%) Distributed Ledger
5 2 (0.049%) Dynamics CRM
5 2 (0.049%) Loan IQ
5 2 (0.049%) NEC Housing
5 2 (0.049%) Shopify
5 2 (0.049%) Temenos T24
6 1 (0.024%) Bloomberg AIM
6 1 (0.024%) Cerner Millennium
6 1 (0.024%) Cloudability
6 1 (0.024%) SAP ERP
6 1 (0.024%) SAP GRC
6 1 (0.024%) SAP IBP
Cloud Services
1 1,583 (38.74%) AWS
2 1,270 (31.08%) Azure
3 650 (15.91%) GCP
4 509 (12.46%) GitHub
5 378 (9.25%) Power Platform
6 377 (9.23%) Serverless
7 279 (6.83%) Amazon S3
8 276 (6.75%) GitHub Actions
9 248 (6.07%) AWS Lambda
10 246 (6.02%) Azure DevOps
11 204 (4.99%) Snowflake
12 162 (3.96%) AWS CloudFormation
13 154 (3.77%) Azure Data Factory
14 144 (3.52%) Amazon EC2
14 144 (3.52%) dbt
15 137 (3.35%) Amazon CloudWatch
16 129 (3.16%) Amazon ECS
17 126 (3.08%) OpenShift
18 112 (2.74%) Amazon EKS
19 98 (2.40%) SaaS
Communications & Networking
1 241 (5.90%) Firewall
2 164 (4.01%) DNS
3 115 (2.81%) Network Security
3 115 (2.81%) TCP/IP
4 77 (1.88%) VPN
5 72 (1.76%) HTTP
6 71 (1.74%) BGP
7 68 (1.66%) SSL
8 45 (1.10%) WAN
9 44 (1.08%) OSPF
10 41 (1.00%) SMTP
11 39 (0.95%) SSH
12 37 (0.91%) MPLS
13 36 (0.88%) Wireshark
14 34 (0.83%) FTP
15 32 (0.78%) Wireless
16 30 (0.73%) LAN
16 30 (0.73%) SD-WAN
17 27 (0.66%) DHCP
18 23 (0.56%) VLAN
Database & Business Intelligence
1 330 (8.08%) PostgreSQL
1 330 (8.08%) Power BI
2 215 (5.26%) Data Warehouse
3 211 (5.16%) Relational Database
4 200 (4.89%) NoSQL
5 160 (3.92%) Data Lake
6 152 (3.72%) Big Data
7 140 (3.43%) SQL Server
8 136 (3.33%) Tableau
9 129 (3.16%) Amazon RDS
10 111 (2.72%) MySQL
11 86 (2.10%) BigQuery
12 84 (2.06%) Metadata
13 83 (2.03%) MongoDB
14 81 (1.98%) Hadoop
15 80 (1.96%) Amazon Athena
16 75 (1.84%) Amazon Redshift
17 65 (1.59%) Elasticsearch
18 62 (1.52%) Azure SQL Database
18 62 (1.52%) DynamoDB
Development Applications
1 548 (13.41%) Git
2 501 (12.26%) Jenkins
3 355 (8.69%) GitLab
4 257 (6.29%) JIRA
5 73 (1.79%) Selenium
6 56 (1.37%) MLflow
7 48 (1.17%) SonarQube
8 43 (1.05%) Sonatype Nexus
9 39 (0.95%) Cucumber
9 39 (0.95%) Liquibase
10 37 (0.91%) Bitbucket
11 31 (0.76%) JUnit
12 29 (0.71%) Postman
13 27 (0.66%) Artifactory
14 26 (0.64%) Eclipse
15 25 (0.61%) Android Studio
15 25 (0.61%) CircleCI
16 24 (0.59%) Maven
16 24 (0.59%) Xcode
17 23 (0.56%) Cypress.io
General
1 1,183 (28.95%) Social Skills
2 869 (21.27%) Finance
3 604 (14.78%) Analytical Skills
4 403 (9.86%) Banking
5 358 (8.76%) Public Sector
6 180 (4.41%) Front Office
7 142 (3.48%) Investment Banking
8 100 (2.45%) Documentation Skills
9 70 (1.71%) Marketing
10 69 (1.69%) Financial Institution
11 68 (1.66%) Pharmaceutical
12 59 (1.44%) Telecoms
13 55 (1.35%) Retail
14 51 (1.25%) Inclusion and Diversity
15 42 (1.03%) Legal
16 38 (0.93%) Presentation Skills
17 37 (0.91%) Manufacturing
18 26 (0.64%) Influencing Skills
19 25 (0.61%) Electronics
19 25 (0.61%) Military
Job Titles
1 711 (17.40%) Developer
2 581 (14.22%) Senior
3 461 (11.28%) Data Engineer
4 296 (7.24%) Python Developer
5 286 (7.00%) DevOps Engineer
6 283 (6.93%) Analyst
7 271 (6.63%) Python Engineer
8 242 (5.92%) AWS Engineer
9 230 (5.63%) Software Engineer
10 224 (5.48%) Architect
11 201 (4.92%) Lead
12 172 (4.21%) Data Scientist
13 160 (3.92%) Artificial Intelligence Engineer
14 159 (3.89%) Platform Engineer
15 126 (3.08%) Data Analyst
16 124 (3.03%) Senior Developer
17 106 (2.59%) Automation Engineer
18 100 (2.45%) Network Engineer
19 99 (2.42%) Consultant
20 97 (2.37%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 335 (8.20%) REST
2 274 (6.71%) React
3 272 (6.66%) Kafka
4 201 (4.92%) Node.js
5 196 (4.80%) RESTful
6 195 (4.77%) Pandas
7 182 (4.45%) PySpark
8 162 (3.96%) PyTorch
9 159 (3.89%) FastAPI
10 158 (3.87%) NumPy
11 151 (3.70%) TensorFlow
12 130 (3.18%) .NET
13 129 (3.16%) AngularJS
14 125 (3.06%) Elastic Stack
15 108 (2.64%) scikit-learn
16 98 (2.40%) pytest
17 90 (2.20%) GraphQL
18 89 (2.18%) CSS
18 89 (2.18%) LangChain
19 88 (2.15%) LDAP
Miscellaneous
1 339 (8.30%) Cloud Native
2 172 (4.21%) Algorithms
3 164 (4.01%) Distributed Systems
4 121 (2.96%) Data Protection Act
5 116 (2.84%) Equities
6 114 (2.79%) Foreign Exchange (FX)
6 114 (2.79%) Product Ownership
7 109 (2.67%) Fixed Income
8 101 (2.47%) Derivative
9 95 (2.33%) Hedge funds
10 88 (2.15%) Onboarding
11 86 (2.10%) Data Structures
12 77 (1.88%) AI Agents
13 70 (1.71%) Public Cloud
14 66 (1.62%) Data Centre
14 66 (1.62%) Hybrid Cloud
15 63 (1.54%) Enterprise Software
15 63 (1.54%) Management Information System
16 60 (1.47%) Replication
17 58 (1.42%) Security Posture
Operating Systems
1 715 (17.50%) Linux
2 314 (7.68%) Windows
3 186 (4.55%) Unix
4 77 (1.88%) Red Hat Enterprise Linux
5 57 (1.40%) Windows Server
6 41 (1.00%) Android
7 38 (0.93%) VMS
8 32 (0.78%) Ubuntu
9 25 (0.61%) CentOS
10 22 (0.54%) Amazon Linux
11 19 (0.47%) Mac OS
12 16 (0.39%) Apple iOS
12 16 (0.39%) Solaris
13 10 (0.24%) Windows 7
14 9 (0.22%) Kali Linux
15 4 (0.098%) Debian
15 4 (0.098%) Robot Operating System
16 3 (0.073%) AIX
16 3 (0.073%) Embedded Linux
16 3 (0.073%) zOS
Processes & Methodologies
1 1,369 (33.50%) CI/CD
2 1,166 (28.54%) DevOps
3 990 (24.23%) Agile
4 917 (22.44%) Problem-Solving
5 736 (18.01%) AI
6 711 (17.40%) Infrastructure as Code
7 688 (16.84%) Analytics
8 613 (15.00%) Machine Learning
9 593 (14.51%) Containerisation
10 546 (13.36%) Data Pipeline
11 512 (12.53%) Software Engineering
12 480 (11.75%) Data Science
13 471 (11.53%) Data Engineering
14 446 (10.92%) Test Automation
15 443 (10.84%) Data Modelling
16 441 (10.79%) ETL
17 370 (9.06%) Business Intelligence
18 347 (8.49%) Computer Science
19 338 (8.27%) Observability
20 307 (7.51%) Microservices
Programming Languages
1 1,280 (31.33%) SQL
2 694 (16.98%) Java
3 574 (14.05%) PowerShell
4 569 (13.93%) Bash
5 442 (10.82%) JavaScript
6 257 (6.29%) Go
7 245 (6.00%) C#
7 245 (6.00%) TypeScript
8 209 (5.12%) C++
9 153 (3.74%) R
10 142 (3.48%) Shell Script
11 141 (3.45%) Perl
12 95 (2.33%) Scala
13 69 (1.69%) Ruby
14 61 (1.49%) C
14 61 (1.49%) VBA
15 55 (1.35%) Kusto Query Language
16 52 (1.27%) Bicep
17 48 (1.17%) PHP
18 40 (0.98%) Groovy
Qualifications
1 911 (22.30%) Security Cleared
2 733 (17.94%) SC Cleared
3 413 (10.11%) Degree
4 220 (5.38%) Computer Science Degree
5 138 (3.38%) DV Cleared
6 120 (2.94%) AWS Certification
7 118 (2.89%) Master's Degree
8 87 (2.13%) CISSP
9 81 (1.98%) Cisco Certification
10 77 (1.88%) Azure Certification
11 57 (1.40%) BPSS Clearance
12 48 (1.17%) CCNP
12 48 (1.17%) MCP
13 39 (0.95%) PhD
14 36 (0.88%) CCIE
15 35 (0.86%) CEH
16 33 (0.81%) CISM
17 30 (0.73%) AWS Certified Solutions Architect
18 29 (0.71%) OSCP
19 27 (0.66%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 286 (7.00%) Data Quality
2 161 (3.94%) QA
3 144 (3.52%) GDPR
4 93 (2.28%) NIST
5 79 (1.93%) ISO/IEC 27001
6 42 (1.03%) Accessibility
7 26 (0.64%) HIPAA
7 26 (0.64%) PCI DSS
8 25 (0.61%) NCSC
9 23 (0.56%) Sarbanes-Oxley
10 22 (0.54%) SLA
11 19 (0.47%) EU AI Act
12 14 (0.34%) SOC 2
13 9 (0.22%) EMIR
13 9 (0.22%) MiFID
14 8 (0.20%) Actionable Recommendations
15 7 (0.17%) PMO
16 6 (0.15%) Cyber Essentials
16 6 (0.15%) PSD2
17 4 (0.098%) Cyber Essentials PLUS
System Software
1 832 (20.36%) Docker
2 169 (4.14%) Active Directory
3 109 (2.67%) VMware Infrastructure
4 37 (0.91%) Virtual Machines
5 33 (0.81%) vSphere
6 32 (0.78%) VMware NSX
7 21 (0.51%) Firmware
8 18 (0.44%) DFS Replication
8 18 (0.44%) HDFS
8 18 (0.44%) Squid
9 15 (0.37%) Postfix
10 14 (0.34%) Hyper-V
10 14 (0.34%) Oracle RAC
11 12 (0.29%) KVM
12 11 (0.27%) Dovecot
13 10 (0.24%) Slurm Workload Manager
14 9 (0.22%) GPFS
14 9 (0.22%) Lustre
15 8 (0.20%) VMware ESXi
15 8 (0.20%) zsh
Systems Management
1 893 (21.86%) Kubernetes
2 891 (21.81%) Terraform
3 546 (13.36%) Ansible
4 308 (7.54%) Grafana
5 270 (6.61%) Prometheus
6 85 (2.08%) Argo
7 69 (1.69%) Puppet
8 53 (1.30%) Kibana
9 37 (0.91%) Istio
10 34 (0.83%) Nessus
11 33 (0.81%) Progress Chef
12 28 (0.69%) NetBackup
12 28 (0.69%) Single Sign-On
12 28 (0.69%) vRealize
13 27 (0.66%) ITRS Geneos
14 23 (0.56%) logstash
15 21 (0.51%) vCenter Server
16 17 (0.42%) Control-M
16 17 (0.42%) Nmap
16 17 (0.42%) Packer
Vendors
1 507 (12.41%) Microsoft
2 332 (8.13%) Databricks
3 245 (6.00%) Google
4 233 (5.70%) Splunk
5 205 (5.02%) Oracle
6 188 (4.60%) VMware
7 128 (3.13%) Red Hat
8 122 (2.99%) ServiceNow
9 107 (2.62%) Cisco
10 83 (2.03%) OpenAI
11 82 (2.01%) F5
12 78 (1.91%) Palo Alto
13 76 (1.86%) CyberArk
14 64 (1.57%) Foundry
15 50 (1.22%) BeyondTrust
15 50 (1.22%) SAP
16 42 (1.03%) Atlassian
17 41 (1.00%) CrowdStrike
18 38 (0.93%) IBM
19 37 (0.91%) CheckPoint