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

6 months to
16 May 2026
Same period 2025 Same period 2024
Rank 11 10 14
Rank change year-on-year -1 +4 -1
Contract jobs citing Python 4,379 3,198 3,485
As % of all contract jobs in England 10.67% 13.18% 9.58%
As % of the Programming Languages category 40.08% 39.09% 32.19%
Number of daily rates quoted 2,967 2,305 2,544
10th Percentile £363 £390 £396
25th Percentile £425 £450 £469
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 £835
UK median daily rate £520 £550 £560
% change year-on-year -5.45% -1.79% -6.67%
Number of hourly rates quoted 113 47 85
10th Percentile £30.10 £21.70 £22.00
25th Percentile £43.81 £27.00 £42.25
Median hourly rate £55.00 £40.00 £62.50
Median % change year-on-year +37.50% -36.00% -3.85%
75th Percentile £74.26 £58.13 £72.50
90th Percentile £84.75 £76.48 £78.25
UK median hourly rate £55.00 £39.66 £60.00
% change year-on-year +38.68% -33.90% -6.80%

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 10,926 8,182 10,825
As % of all contract IT jobs advertised in England 26.63% 33.73% 29.77%
Number of daily rates quoted 7,216 5,684 7,857
10th Percentile £354 £363 £350
25th Percentile £415 £419 £425
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.86% -4.55% -2.65%
75th Percentile £613 £650 £656
90th Percentile £720 £775 £775
UK median daily rate £500 £520 £533
% change year-on-year -3.85% -2.44% -3.09%
Number of hourly rates quoted 526 208 444
10th Percentile £41.76 £26.30 £37.57
25th Percentile £55.00 £37.96 £49.84
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.30 £80.00
UK median hourly rate £65.00 £62.25 £62.50
% change year-on-year +4.42% -0.40% -

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 16 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 16 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 16 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 2,495 £550 -7.56% 1,305
North of England +10 703 £482 -1.21% 513
South East -4 407 £513 -0.39% 621
Yorkshire 0 395 £479 -4.20% 142
South West 0 255 £500 -9.09% 258
North West +3 250 £500 +5.26% 280
Midlands -12 242 £495 +10.00% 238
West Midlands -10 186 £495 -1.00% 114
East of England -7 126 £500 -0.50% 217
North East +6 67 £475 +5.56% 95
East Midlands -11 55 £495 +17.16% 124
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 (5.53%) Apache Spark
2 175 (4.00%) Apache Airflow
3 133 (3.04%) Apache
4 109 (2.49%) Confluence
5 45 (1.03%) SAS
6 37 (0.84%) SharePoint
7 31 (0.71%) Jupyter
8 18 (0.41%) OpenStack
9 15 (0.34%) Microsoft Exchange
10 14 (0.32%) Palantir Foundry
11 11 (0.25%) Appian
12 9 (0.21%) IIS
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
13 8 (0.18%) CMS
14 7 (0.16%) Camunda
15 6 (0.14%) nginx
16 5 (0.11%) WebSphere
16 5 (0.11%) WebSphere Application Server
17 4 (0.091%) CICS
Applications
1 112 (2.56%) Microsoft Excel
2 25 (0.57%) Chatbot
3 23 (0.53%) Microsoft Office
4 18 (0.41%) MS Visio
5 17 (0.39%) Microsoft PowerPoint
6 16 (0.37%) Spreadsheet
7 7 (0.16%) CPLEX
8 4 (0.091%) Microsoft Project
9 3 (0.069%) LaTeX
10 1 (0.023%) OrCAD
10 1 (0.023%) SPSS
10 1 (0.023%) Weka
10 1 (0.023%) Zemax
Business Applications
1 25 (0.57%) Aladdin
2 14 (0.32%) SAP S/4HANA
3 7 (0.16%) Fidessa
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
5 4 (0.091%) Bloomberg AIM
6 3 (0.069%) SimCorp Dimension
7 2 (0.046%) Actimize
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%) Oracle ERP
7 2 (0.046%) Orchestrade
7 2 (0.046%) Teamcenter
8 1 (0.023%) Odoo
8 1 (0.023%) Oracle Applications
Cloud Services
1 1,664 (38.00%) AWS
2 1,513 (34.55%) Azure
3 650 (14.84%) GCP
4 540 (12.33%) GitHub
5 452 (10.32%) Power Platform
6 380 (8.68%) Serverless
7 326 (7.44%) Azure DevOps
8 312 (7.12%) Amazon S3
9 297 (6.78%) GitHub Actions
10 273 (6.23%) AWS Lambda
11 247 (5.64%) Azure Data Factory
12 188 (4.29%) Snowflake
13 159 (3.63%) AWS CloudFormation
14 155 (3.54%) Azure Synapse Analytics
15 149 (3.40%) dbt
16 140 (3.20%) OpenShift
17 129 (2.95%) Amazon EKS
18 106 (2.42%) Amazon ECS
19 104 (2.37%) Amazon CloudWatch
20 99 (2.26%) Amazon EC2
Communications & Networking
1 157 (3.59%) Firewall
2 121 (2.76%) DNS
3 89 (2.03%) Network Security
4 83 (1.90%) TCP/IP
5 74 (1.69%) WAN
6 71 (1.62%) BGP
7 68 (1.55%) VPN
8 47 (1.07%) HTTP
9 44 (1.00%) OSPF
10 36 (0.82%) BIG-IP
11 35 (0.80%) SD-WAN
12 33 (0.75%) DHCP
12 33 (0.75%) SNMP
13 32 (0.73%) VXLAN
14 30 (0.69%) SAN
14 30 (0.69%) Wireshark
15 29 (0.66%) MPLS
16 27 (0.62%) LAN
16 27 (0.62%) VLAN
17 26 (0.59%) SSL
Database & Business Intelligence
1 389 (8.88%) Power BI
2 279 (6.37%) PostgreSQL
3 244 (5.57%) Data Warehouse
4 223 (5.09%) SQL Server
5 200 (4.57%) Data Lake
6 177 (4.04%) Tableau
7 156 (3.56%) NoSQL
8 150 (3.43%) Relational Database
9 132 (3.01%) Metadata
10 123 (2.81%) Delta Lake
11 121 (2.76%) BigQuery
12 116 (2.65%) Big Data
13 101 (2.31%) Amazon Athena
14 98 (2.24%) Amazon Redshift
15 80 (1.83%) Amazon RDS
16 78 (1.78%) Azure SQL Database
16 78 (1.78%) MongoDB
17 66 (1.51%) MySQL
18 64 (1.46%) DynamoDB
19 58 (1.32%) Hadoop
Development Applications
1 522 (11.92%) Git
2 385 (8.79%) Jenkins
3 293 (6.69%) GitLab
4 211 (4.82%) JIRA
5 76 (1.74%) MLflow
6 60 (1.37%) Selenium
7 51 (1.16%) Postman
8 35 (0.80%) Cucumber
9 29 (0.66%) Artifactory
10 24 (0.55%) Bitbucket
10 24 (0.55%) JMeter
11 23 (0.53%) Cypress.io
11 23 (0.53%) Robot Framework
12 21 (0.48%) SonarQube
13 20 (0.46%) Maven
13 20 (0.46%) Sonatype Nexus
14 19 (0.43%) Gatling
14 19 (0.43%) JUnit
14 19 (0.43%) SpecFlow
15 18 (0.41%) REST Assured
General
1 963 (21.99%) Social Skills
2 918 (20.96%) Finance
3 611 (13.95%) Analytical Skills
4 392 (8.95%) Public Sector
5 326 (7.44%) Banking
6 175 (4.00%) Front Office
7 121 (2.76%) Documentation Skills
8 90 (2.06%) Investment Banking
9 62 (1.42%) Marketing
10 57 (1.30%) Inclusion and Diversity
11 52 (1.19%) Retail
12 50 (1.14%) Pharmaceutical
13 49 (1.12%) Telecoms
14 37 (0.84%) Legal
15 34 (0.78%) Financial Institution
15 34 (0.78%) Influencing Skills
16 31 (0.71%) Military
16 31 (0.71%) Publishing
17 27 (0.62%) Manufacturing
17 27 (0.62%) Presentation Skills
Job Titles
1 806 (18.41%) Developer
2 686 (15.67%) Data Engineer
3 624 (14.25%) Senior
4 397 (9.07%) Python Developer
5 300 (6.85%) Lead
6 285 (6.51%) Architect
7 242 (5.53%) Analyst
8 234 (5.34%) DevOps Engineer
9 233 (5.32%) Software Engineer
10 220 (5.02%) Python Engineer
11 200 (4.57%) Artificial Intelligence Engineer
12 181 (4.13%) Data Scientist
13 162 (3.70%) AWS Engineer
14 153 (3.49%) Azure Engineer
15 137 (3.13%) Senior Data Engineer
16 133 (3.04%) Senior Developer
17 129 (2.95%) Data Analyst
18 112 (2.56%) Full-Stack Developer
19 111 (2.53%) Platform Engineer
20 108 (2.47%) Security Engineer
Libraries, Frameworks & Software Standards
1 323 (7.38%) REST
2 320 (7.31%) React
3 301 (6.87%) PySpark
4 296 (6.76%) Kafka
5 196 (4.48%) .NET
6 192 (4.38%) Node.js
7 184 (4.20%) Pandas
8 158 (3.61%) PyTorch
9 142 (3.24%) JSON
10 139 (3.17%) RESTful
11 134 (3.06%) FastAPI
12 115 (2.63%) TensorFlow
13 110 (2.51%) Django
14 109 (2.49%) scikit-learn
15 108 (2.47%) NumPy
16 107 (2.44%) LangChain
17 103 (2.35%) AngularJS
18 102 (2.33%) LDAP
19 95 (2.17%) Flask
19 95 (2.17%) YAML
Miscellaneous
1 461 (10.53%) Cloud Native
2 191 (4.36%) Distributed Systems
3 126 (2.88%) Algorithms
4 114 (2.60%) AI Agents
4 114 (2.60%) Product Ownership
5 110 (2.51%) Data Protection Act
6 104 (2.37%) Derivative
6 104 (2.37%) Equities
6 104 (2.37%) Fixed Income
7 101 (2.31%) Data Structures
7 101 (2.31%) Onboarding
8 97 (2.22%) Data Centre
9 85 (1.94%) Hybrid Cloud
10 82 (1.87%) Enterprise Software
11 79 (1.80%) Legacy Systems
12 77 (1.76%) Security Posture
13 76 (1.74%) Management Information System
14 52 (1.19%) Public Cloud
15 44 (1.00%) Self-Motivation
16 43 (0.98%) Greenfield Project
Operating Systems
1 527 (12.03%) Linux
2 240 (5.48%) Windows
3 179 (4.09%) Unix
4 70 (1.60%) Red Hat Enterprise Linux
5 51 (1.16%) Windows Server
6 32 (0.73%) Ubuntu
6 32 (0.73%) VMS
7 24 (0.55%) AIX
7 24 (0.55%) Android
8 19 (0.43%) Solaris
9 17 (0.39%) Apple iOS
9 17 (0.39%) CentOS
10 14 (0.32%) Mac OS
11 9 (0.21%) Debian
11 9 (0.21%) zOS
12 6 (0.14%) Rocky
13 5 (0.11%) Amazon Linux
13 5 (0.11%) Embedded Linux
14 3 (0.069%) SUSE Linux Enterprise Server
14 3 (0.069%) Windows 7
Processes & Methodologies
1 1,595 (36.42%) CI/CD
2 1,184 (27.04%) DevOps
3 999 (22.81%) AI
4 923 (21.08%) Analytics
5 918 (20.96%) Agile
6 831 (18.98%) Problem-Solving
7 739 (16.88%) Infrastructure as Code
8 737 (16.83%) Data Pipeline
9 658 (15.03%) Machine Learning
10 626 (14.30%) Data Engineering
11 621 (14.18%) Data Modelling
12 615 (14.04%) Containerisation
13 602 (13.75%) ETL
14 544 (12.42%) Software Engineering
15 496 (11.33%) Data Science
16 451 (10.30%) Business Intelligence
17 444 (10.14%) Observability
18 441 (10.07%) Test Automation
19 372 (8.50%) LLM
20 346 (7.90%) Validation
Programming Languages
1 1,514 (34.57%) SQL
2 687 (15.69%) Java
3 547 (12.49%) PowerShell
4 481 (10.98%) Bash
5 406 (9.27%) JavaScript
6 304 (6.94%) C#
7 300 (6.85%) TypeScript
8 183 (4.18%) Go
9 157 (3.59%) R
10 131 (2.99%) Scala
11 125 (2.85%) C++
12 98 (2.24%) Shell Script
13 70 (1.60%) Ruby
14 67 (1.53%) Bicep
15 52 (1.19%) Data Analysis Expressions
16 51 (1.16%) Perl
16 51 (1.16%) PL/SQL
17 48 (1.10%) C
18 45 (1.03%) T-SQL
19 42 (0.96%) Groovy
Qualifications
1 985 (22.49%) Security Cleared
2 787 (17.97%) SC Cleared
3 344 (7.86%) Degree
4 157 (3.59%) Computer Science Degree
5 129 (2.95%) DV Cleared
6 97 (2.22%) BPSS Clearance
7 93 (2.12%) Azure Certification
8 77 (1.76%) CISSP
9 72 (1.64%) AWS Certification
10 69 (1.58%) Master's Degree
11 57 (1.30%) Cisco Certification
12 41 (0.94%) CISM
13 37 (0.84%) CCNP
14 34 (0.78%) PhD
15 32 (0.73%) VMware Certified Professional (VCP)
16 27 (0.62%) Microsoft Certification
17 24 (0.55%) AWS Certified Solutions Architect
18 21 (0.48%) ISTQB
19 19 (0.43%) CCIE
20 17 (0.39%) Microsoft Certified Professional
Quality Assurance & Compliance
1 449 (10.25%) Data Quality
2 189 (4.32%) QA
3 150 (3.43%) GDPR
4 92 (2.10%) NIST
5 89 (2.03%) ISO/IEC 27001
6 54 (1.23%) Accessibility
7 29 (0.66%) Sarbanes-Oxley
8 27 (0.62%) SLA
9 25 (0.57%) PCI DSS
10 23 (0.53%) HIPAA
11 17 (0.39%) WCAG
12 15 (0.34%) Actionable Recommendations
12 15 (0.34%) NCSC
13 10 (0.23%) Cyber Essentials
14 9 (0.21%) ISO 20022
15 8 (0.18%) California Consumer Privacy Act
15 8 (0.18%) GRC
15 8 (0.18%) MiFID
15 8 (0.18%) SOC 2
16 6 (0.14%) PMO
System Software
1 695 (15.87%) Docker
2 144 (3.29%) Active Directory
3 80 (1.83%) VMware Infrastructure
4 61 (1.39%) Virtual Machines
5 33 (0.75%) VMware NSX
6 31 (0.71%) vSphere
7 28 (0.64%) Firmware
8 23 (0.53%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.27%) VMware ESXi
11 10 (0.23%) NFS
12 9 (0.21%) HDFS
12 9 (0.21%) Squid
13 8 (0.18%) Virtual Desktop
14 6 (0.14%) Oracle RAC
15 4 (0.091%) Active Directory Lightweight Directory Services
15 4 (0.091%) Postfix
15 4 (0.091%) SRDF
16 3 (0.069%) Ceph
16 3 (0.069%) Sendmail
Systems Management
1 903 (20.62%) Terraform
2 812 (18.54%) Kubernetes
3 445 (10.16%) Ansible
4 264 (6.03%) Grafana
5 222 (5.07%) Prometheus
6 66 (1.51%) Puppet
7 55 (1.26%) Argo
8 39 (0.89%) Istio
9 33 (0.75%) Kibana
10 29 (0.66%) vCenter Server
11 28 (0.64%) Progress Chef
12 26 (0.59%) Nessus
13 24 (0.55%) Control-M
14 23 (0.53%) Nagios
15 21 (0.48%) vRealize
16 20 (0.46%) ZABBIX
17 18 (0.41%) Rancher
18 17 (0.39%) HAProxy
18 17 (0.39%) Kubeflow
18 17 (0.39%) Tivoli
Vendors
1 514 (11.74%) Microsoft
2 477 (10.89%) Databricks
3 211 (4.82%) Google
4 201 (4.59%) Oracle
5 189 (4.32%) Splunk
6 131 (2.99%) VMware
7 107 (2.44%) Red Hat
8 105 (2.40%) OpenAI
9 93 (2.12%) Cisco
10 89 (2.03%) ServiceNow
11 86 (1.96%) CyberArk
12 79 (1.80%) BeyondTrust
13 67 (1.53%) Dynatrace
14 61 (1.39%) F5
15 60 (1.37%) Palo Alto
16 53 (1.21%) IBM
17 52 (1.19%) Foundry
18 51 (1.16%) Informatica
19 45 (1.03%) SAP
20 38 (0.87%) Arista