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 23 May 2026, with comparisons to the same periods in the previous two years.

6 months to
23 May 2026
Same period 2025 Same period 2024
Rank 13 10 14
Rank change year-on-year -3 +4 -1
Contract jobs citing Python 4,387 3,154 3,546
As % of all contract jobs in England 10.56% 13.24% 9.76%
As % of the Programming Languages category 39.89% 39.10% 32.42%
Number of daily rates quoted 2,959 2,277 2,600
10th Percentile £363 £384 £388
25th Percentile £425 £450 £468
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £625 £688 £700
90th Percentile £750 £825 £838
UK median daily rate £523 £550 £563
% change year-on-year -5.00% -2.22% -6.25%
Number of hourly rates quoted 113 46 88
10th Percentile £28.80 £25.25 £22.00
25th Percentile £43.81 £29.61 £45.26
Median hourly rate £55.00 £42.25 £63.75
Median % change year-on-year +30.18% -33.73% -1.92%
75th Percentile £73.00 £56.88 £72.03
90th Percentile £83.75 £76.85 £77.88
UK median hourly rate £54.00 £40.00 £62.00
% change year-on-year +35.00% -35.48% -4.15%

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 10,997 8,067 10,937
As % of all contract IT jobs advertised in England 26.48% 33.86% 30.10%
Number of daily rates quoted 7,234 5,613 7,954
10th Percentile £356 £360 £350
25th Percentile £416 £415 £425
Median daily rate (50th Percentile) £511 £525 £550
Median % change year-on-year -2.67% -4.55% -2.22%
75th Percentile £613 £650 £656
90th Percentile £721 £775 £775
UK median daily rate £500 £518 £530
% change year-on-year -3.45% -2.29% -3.64%
Number of hourly rates quoted 531 189 449
10th Percentile £39.25 £28.14 £37.54
25th Percentile £54.78 £36.25 £49.38
Median hourly rate £65.00 £61.50 £62.50
Median % change year-on-year +5.69% -1.60% -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.00 £79.34
UK median hourly rate £65.00 £57.50 £62.50
% change year-on-year +13.04% -8.00% -

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 23 May 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 23 May 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 23 May 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 -3 2,514 £550 -5.98% 1,389
North of England +7 714 £487 -0.10% 519
Yorkshire +3 404 £482 -3.60% 143
South East -7 392 £525 +2.44% 602
South West +2 253 £500 -9.09% 248
North West +2 246 £500 +5.26% 294
Midlands -15 237 £485 +7.72% 230
West Midlands -9 182 £481 +6.94% 116
East of England -9 129 £500 -0.50% 198
North East +6 73 £475 +5.56% 85
East Midlands -13 54 £497 +16.82% 113
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
1 242 (5.52%) Apache Spark
2 186 (4.24%) Apache Airflow
3 141 (3.21%) Apache
4 112 (2.55%) Confluence
5 43 (0.98%) SAS
6 37 (0.84%) SharePoint
7 34 (0.78%) Jupyter
8 15 (0.34%) Microsoft Exchange
8 15 (0.34%) OpenStack
9 13 (0.30%) Palantir Foundry
10 11 (0.25%) Appian
11 10 (0.23%) IIS
12 8 (0.18%) Apache Superset
12 8 (0.18%) ArcGIS
13 7 (0.16%) Camunda
13 7 (0.16%) CMS
13 7 (0.16%) nginx
14 5 (0.11%) WebSphere
14 5 (0.11%) WebSphere Application Server
15 4 (0.091%) CICS
Applications
1 107 (2.44%) Microsoft Excel
2 27 (0.62%) Chatbot
3 23 (0.52%) Microsoft Office
4 19 (0.43%) MS Visio
5 17 (0.39%) Microsoft PowerPoint
5 17 (0.39%) Spreadsheet
6 7 (0.16%) CPLEX
7 4 (0.091%) Microsoft Project
8 3 (0.068%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
9 1 (0.023%) Weka
9 1 (0.023%) Zemax
Business Applications
1 24 (0.55%) Aladdin
2 16 (0.36%) SAP S/4HANA
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 6 (0.14%) Fidessa
5 5 (0.11%) BambooHR
5 5 (0.11%) Oracle EBS
6 3 (0.068%) Bloomberg AIM
6 3 (0.068%) Oracle ERP
6 3 (0.068%) SimCorp Dimension
7 2 (0.046%) Front Arena
7 2 (0.046%) Global One
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Oracle Assets
7 2 (0.046%) Orchestrade
7 2 (0.046%) Teamcenter
8 1 (0.023%) Endur
8 1 (0.023%) Oracle Applications
8 1 (0.023%) SAP APO
Cloud Services
1 1,653 (37.68%) AWS
2 1,508 (34.37%) Azure
3 637 (14.52%) GCP
4 542 (12.35%) GitHub
5 448 (10.21%) Power Platform
6 375 (8.55%) Serverless
7 328 (7.48%) Azure DevOps
8 307 (7.00%) Amazon S3
9 300 (6.84%) GitHub Actions
10 270 (6.15%) AWS Lambda
11 250 (5.70%) Azure Data Factory
12 192 (4.38%) Snowflake
13 156 (3.56%) Azure Synapse Analytics
14 152 (3.46%) dbt
15 148 (3.37%) AWS CloudFormation
16 141 (3.21%) OpenShift
17 121 (2.76%) Amazon EKS
18 102 (2.33%) Amazon CloudWatch
19 98 (2.23%) Amazon ECS
20 97 (2.21%) Amazon EC2
Communications & Networking
1 163 (3.72%) Firewall
2 124 (2.83%) DNS
3 92 (2.10%) Network Security
4 82 (1.87%) TCP/IP
5 79 (1.80%) WAN
6 75 (1.71%) BGP
7 69 (1.57%) VPN
8 49 (1.12%) HTTP
9 48 (1.09%) OSPF
10 43 (0.98%) BIG-IP
11 38 (0.87%) VXLAN
12 35 (0.80%) SD-WAN
13 33 (0.75%) SSL
14 31 (0.71%) SAN
14 31 (0.71%) SNMP
15 30 (0.68%) DHCP
15 30 (0.68%) VLAN
16 29 (0.66%) Ethernet VPN
16 29 (0.66%) LAN
16 29 (0.66%) MPLS
Database & Business Intelligence
1 383 (8.73%) Power BI
2 279 (6.36%) PostgreSQL
3 245 (5.58%) Data Warehouse
4 231 (5.27%) SQL Server
5 204 (4.65%) Data Lake
6 176 (4.01%) Tableau
7 154 (3.51%) NoSQL
8 148 (3.37%) Relational Database
9 135 (3.08%) Metadata
10 128 (2.92%) Delta Lake
11 121 (2.76%) BigQuery
12 113 (2.58%) Big Data
13 102 (2.33%) Amazon Athena
14 97 (2.21%) Amazon Redshift
15 81 (1.85%) MongoDB
16 75 (1.71%) Amazon RDS
16 75 (1.71%) Azure SQL Database
17 67 (1.53%) MySQL
18 63 (1.44%) DynamoDB
19 57 (1.30%) Snowflake Schema
Development Applications
1 517 (11.78%) Git
2 381 (8.68%) Jenkins
3 296 (6.75%) GitLab
4 215 (4.90%) JIRA
5 71 (1.62%) MLflow
6 65 (1.48%) Selenium
7 54 (1.23%) Postman
8 35 (0.80%) Cucumber
9 28 (0.64%) Cypress.io
9 28 (0.64%) JMeter
10 27 (0.62%) Artifactory
11 25 (0.57%) Bitbucket
12 23 (0.52%) Robot Framework
13 22 (0.50%) SonarQube
14 21 (0.48%) Maven
14 21 (0.48%) REST Assured
15 20 (0.46%) JUnit
16 19 (0.43%) Gatling
16 19 (0.43%) Sonatype Nexus
17 18 (0.41%) SpecFlow
General
1 949 (21.63%) Social Skills
2 922 (21.02%) Finance
3 605 (13.79%) Analytical Skills
4 390 (8.89%) Public Sector
5 325 (7.41%) Banking
6 172 (3.92%) Front Office
7 109 (2.48%) Documentation Skills
8 97 (2.21%) Investment Banking
9 62 (1.41%) Marketing
10 57 (1.30%) Inclusion and Diversity
11 53 (1.21%) Retail
12 50 (1.14%) Pharmaceutical
13 41 (0.93%) Legal
13 41 (0.93%) Telecoms
14 33 (0.75%) Influencing Skills
14 33 (0.75%) Publishing
15 32 (0.73%) Financial Institution
16 30 (0.68%) Military
17 29 (0.66%) Manufacturing
18 25 (0.57%) Presentation Skills
Job Titles
1 801 (18.26%) Developer
2 694 (15.82%) Data Engineer
3 635 (14.47%) Senior
4 400 (9.12%) Python Developer
5 309 (7.04%) Lead
6 284 (6.47%) Architect
7 237 (5.40%) DevOps Engineer
8 234 (5.33%) Analyst
9 232 (5.29%) Software Engineer
10 219 (4.99%) Python Engineer
11 204 (4.65%) Artificial Intelligence Engineer
12 183 (4.17%) Data Scientist
13 164 (3.74%) AWS Engineer
14 146 (3.33%) Azure Engineer
15 139 (3.17%) Senior Developer
16 137 (3.12%) Senior Data Engineer
17 128 (2.92%) Data Analyst
18 114 (2.60%) Full-Stack Developer
19 110 (2.51%) Security Engineer
20 108 (2.46%) Platform Engineer
Libraries, Frameworks & Software Standards
1 325 (7.41%) REST
2 323 (7.36%) React
3 308 (7.02%) PySpark
4 289 (6.59%) Kafka
5 193 (4.40%) .NET
6 188 (4.29%) Node.js
7 184 (4.19%) Pandas
8 153 (3.49%) PyTorch
9 149 (3.40%) JSON
10 137 (3.12%) FastAPI
10 137 (3.12%) RESTful
11 110 (2.51%) Django
11 110 (2.51%) TensorFlow
12 109 (2.48%) LangChain
13 105 (2.39%) scikit-learn
14 104 (2.37%) NumPy
15 99 (2.26%) AngularJS
16 95 (2.17%) Flask
16 95 (2.17%) YAML
17 94 (2.14%) LDAP
Miscellaneous
1 469 (10.69%) Cloud Native
2 190 (4.33%) Distributed Systems
3 123 (2.80%) Algorithms
4 115 (2.62%) AI Agents
4 115 (2.62%) Product Ownership
5 108 (2.46%) Data Centre
6 107 (2.44%) Data Protection Act
7 106 (2.42%) Equities
8 103 (2.35%) Derivative
9 102 (2.33%) Data Structures
9 102 (2.33%) Onboarding
10 100 (2.28%) Fixed Income
11 84 (1.91%) Legacy Systems
12 83 (1.89%) Hybrid Cloud
13 81 (1.85%) Enterprise Software
14 77 (1.76%) Management Information System
15 76 (1.73%) Security Posture
16 48 (1.09%) Public Cloud
17 46 (1.05%) Greenfield Project
18 43 (0.98%) Self-Motivation
Operating Systems
1 522 (11.90%) Linux
2 235 (5.36%) Windows
3 180 (4.10%) Unix
4 73 (1.66%) Red Hat Enterprise Linux
5 53 (1.21%) Windows Server
6 35 (0.80%) Ubuntu
7 30 (0.68%) VMS
8 24 (0.55%) AIX
9 23 (0.52%) Android
10 19 (0.43%) Solaris
11 17 (0.39%) CentOS
12 16 (0.36%) Apple iOS
13 13 (0.30%) Mac OS
14 9 (0.21%) Debian
14 9 (0.21%) zOS
15 6 (0.14%) Rocky
16 5 (0.11%) Amazon Linux
16 5 (0.11%) Embedded Linux
17 3 (0.068%) Oracle Linux
17 3 (0.068%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,602 (36.52%) CI/CD
2 1,185 (27.01%) DevOps
3 1,026 (23.39%) AI
4 916 (20.88%) Agile
5 915 (20.86%) Analytics
6 804 (18.33%) Problem-Solving
7 745 (16.98%) Data Pipeline
8 740 (16.87%) Infrastructure as Code
9 661 (15.07%) Machine Learning
10 630 (14.36%) Data Engineering
11 619 (14.11%) Data Modelling
12 606 (13.81%) ETL
13 591 (13.47%) Containerisation
14 552 (12.58%) Software Engineering
15 503 (11.47%) Data Science
16 446 (10.17%) Observability
17 444 (10.12%) Business Intelligence
18 440 (10.03%) Test Automation
19 382 (8.71%) LLM
20 361 (8.23%) Migration
Programming Languages
1 1,520 (34.65%) SQL
2 679 (15.48%) Java
3 541 (12.33%) PowerShell
4 480 (10.94%) Bash
5 398 (9.07%) JavaScript
6 301 (6.86%) TypeScript
7 295 (6.72%) C#
8 176 (4.01%) Go
9 151 (3.44%) R
10 127 (2.89%) Scala
11 117 (2.67%) C++
12 94 (2.14%) Shell Script
13 69 (1.57%) Ruby
14 65 (1.48%) Bicep
15 52 (1.19%) Data Analysis Expressions
15 52 (1.19%) Perl
15 52 (1.19%) PL/SQL
16 49 (1.12%) C
17 46 (1.05%) T-SQL
18 43 (0.98%) Groovy
Qualifications
1 970 (22.11%) Security Cleared
2 778 (17.73%) SC Cleared
3 345 (7.86%) Degree
4 151 (3.44%) Computer Science Degree
5 130 (2.96%) DV Cleared
6 95 (2.17%) BPSS Clearance
7 91 (2.07%) Azure Certification
8 73 (1.66%) CISSP
9 65 (1.48%) AWS Certification
9 65 (1.48%) Master's Degree
10 57 (1.30%) Cisco Certification
11 38 (0.87%) CCNP
12 37 (0.84%) CISM
13 35 (0.80%) PhD
14 28 (0.64%) VMware Certified Professional (VCP)
15 27 (0.62%) Microsoft Certification
16 23 (0.52%) ISTQB
17 20 (0.46%) CCIE
18 18 (0.41%) AWS Certified Solutions Architect
19 17 (0.39%) Microsoft Certified Professional
Quality Assurance & Compliance
1 452 (10.30%) Data Quality
2 188 (4.29%) QA
3 142 (3.24%) GDPR
4 86 (1.96%) NIST
5 84 (1.91%) ISO/IEC 27001
6 54 (1.23%) Accessibility
7 29 (0.66%) Sarbanes-Oxley
8 27 (0.62%) SLA
9 23 (0.52%) HIPAA
9 23 (0.52%) PCI DSS
10 16 (0.36%) WCAG
11 14 (0.32%) Actionable Recommendations
11 14 (0.32%) NCSC
12 10 (0.23%) Cyber Essentials
13 9 (0.21%) ISO 20022
13 9 (0.21%) SOC 2
14 8 (0.18%) California Consumer Privacy Act
15 7 (0.16%) GRC
16 6 (0.14%) MiFID
16 6 (0.14%) PSD2
System Software
1 673 (15.34%) Docker
2 137 (3.12%) Active Directory
3 75 (1.71%) VMware Infrastructure
4 64 (1.46%) Virtual Machines
5 33 (0.75%) VMware NSX
6 32 (0.73%) vSphere
7 28 (0.64%) Firmware
8 18 (0.41%) Hyper-V
9 15 (0.34%) KVM
10 12 (0.27%) NFS
10 12 (0.27%) VMware ESXi
11 10 (0.23%) Squid
12 8 (0.18%) HDFS
12 8 (0.18%) Virtual Desktop
13 6 (0.14%) Oracle RAC
14 5 (0.11%) Ceph
14 5 (0.11%) Postfix
15 4 (0.091%) Active Directory Lightweight Directory Services
15 4 (0.091%) SRDF
15 4 (0.091%) Varnish
Systems Management
1 903 (20.58%) Terraform
2 795 (18.12%) Kubernetes
3 454 (10.35%) Ansible
4 259 (5.90%) Grafana
5 225 (5.13%) Prometheus
6 69 (1.57%) Puppet
7 51 (1.16%) Argo
8 35 (0.80%) Istio
9 33 (0.75%) Kibana
10 29 (0.66%) vCenter Server
11 27 (0.62%) Progress Chef
12 26 (0.59%) Nessus
13 24 (0.55%) Control-M
14 22 (0.50%) Nagios
15 20 (0.46%) vRealize
15 20 (0.46%) ZABBIX
16 19 (0.43%) HAProxy
17 17 (0.39%) IBM Guardium
17 17 (0.39%) Tivoli
18 16 (0.36%) Kubeflow
Vendors
1 516 (11.76%) Microsoft
2 479 (10.92%) Databricks
3 215 (4.90%) Google
4 211 (4.81%) Oracle
5 188 (4.29%) Splunk
6 125 (2.85%) VMware
7 110 (2.51%) OpenAI
8 109 (2.48%) Red Hat
9 92 (2.10%) Cisco
10 89 (2.03%) ServiceNow
11 83 (1.89%) CyberArk
12 74 (1.69%) BeyondTrust
13 69 (1.57%) F5
14 65 (1.48%) Dynatrace
15 64 (1.46%) Palo Alto
16 53 (1.21%) IBM
16 53 (1.21%) Informatica
17 47 (1.07%) Foundry
18 46 (1.05%) SAP
19 41 (0.93%) Arista