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 15 April 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,391 3,255 3,424
As % of all contract jobs in England 11.20% 13.34% 9.23%
As % of the Programming Languages category 40.21% 39.41% 31.87%
Number of daily rates quoted 3,024 2,345 2,484
10th Percentile £363 £393 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £520 £555 £550
Median % change year-on-year -6.31% +0.86% -8.29%
75th Percentile £625 £699 £688
90th Percentile £750 £838 £800
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 109 45 87
10th Percentile £27.50 £21.55 £22.00
25th Percentile £41.94 £26.32 £37.50
Median hourly rate £57.50 £47.50 £57.50
Median % change year-on-year +21.05% -17.39% -11.54%
75th Percentile £74.26 £63.25 £67.75
90th Percentile £83.75 £76.50 £76.00
UK median hourly rate £55.00 £43.50 £50.25
% change year-on-year +26.44% -13.43% -22.69%

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 10,920 8,259 10,744
As % of all contract IT jobs advertised in England 27.86% 33.86% 28.97%
Number of daily rates quoted 7,280 5,686 7,810
10th Percentile £352 £362 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £501 £525 £538
Median % change year-on-year -4.67% -2.42% -5.61%
75th Percentile £610 £650 £656
90th Percentile £725 £775 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 519 212 426
10th Percentile £41.94 £25.31 £35.00
25th Percentile £55.40 £39.25 £46.25
Median hourly rate £65.00 £62.75 £60.32
Median % change year-on-year +3.59% +4.03% -3.49%
75th Percentile £70.00 £68.56 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -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 15 April 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 15 April 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 15 April 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 2,492 £550 -8.33% 1,164
North of England +9 666 £481 -1.99% 451
South East -5 410 £500 -4.76% 550
Yorkshire 0 369 £475 -5.00% 162
Midlands -1 275 £492 +7.36% 261
North West +2 252 £500 +2.88% 216
South West -1 241 £500 -9.09% 246
West Midlands -6 213 £498 +0.51% 127
East of England +1 132 £500 -0.25% 225
East Midlands -10 61 £450 +5.88% 133
North East +6 54 £475 -2.56% 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
1 241 (5.49%) Apache Spark
2 182 (4.14%) Apache Airflow
3 129 (2.94%) Confluence
4 124 (2.82%) Apache
5 68 (1.55%) SAS
6 49 (1.12%) SharePoint
7 26 (0.59%) Jupyter
8 23 (0.52%) Microsoft Exchange
9 19 (0.43%) OpenStack
10 15 (0.34%) Appian
10 15 (0.34%) Palantir Foundry
11 13 (0.30%) nginx
12 11 (0.25%) Camunda
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
14 7 (0.16%) CMS
15 3 (0.068%) CICS
15 3 (0.068%) IBM HTTP Server
15 3 (0.068%) IIS
15 3 (0.068%) WebSphere Application Server
Applications
1 126 (2.87%) Microsoft Excel
2 24 (0.55%) Chatbot
3 22 (0.50%) Microsoft Office
3 22 (0.50%) MS Visio
4 21 (0.48%) Microsoft PowerPoint
5 18 (0.41%) Spreadsheet
6 6 (0.14%) CPLEX
6 6 (0.14%) Weka
7 4 (0.091%) Microsoft Project
8 3 (0.068%) LaTeX
9 1 (0.023%) OrCAD
Business Applications
1 25 (0.57%) Aladdin
2 12 (0.27%) SAP S/4HANA
3 9 (0.20%) Fidessa
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
4 5 (0.11%) SAP IBP
5 4 (0.091%) Bloomberg AIM
6 3 (0.068%) Actimize
7 2 (0.046%) Dynamics CRM
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%) Remedy ITSM
8 1 (0.023%) Odoo
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) Sprinklr
8 1 (0.023%) Teamcenter
Cloud Services
1 1,688 (38.44%) AWS
2 1,535 (34.96%) Azure
3 683 (15.55%) GCP
4 580 (13.21%) GitHub
5 474 (10.79%) Power Platform
6 406 (9.25%) Serverless
7 341 (7.77%) Azure DevOps
8 323 (7.36%) Amazon S3
9 306 (6.97%) GitHub Actions
10 294 (6.70%) AWS Lambda
11 254 (5.78%) Azure Data Factory
12 196 (4.46%) Snowflake
13 184 (4.19%) AWS CloudFormation
14 158 (3.60%) OpenShift
15 153 (3.48%) Azure Synapse Analytics
16 139 (3.17%) dbt
17 138 (3.14%) Amazon EKS
18 121 (2.76%) Amazon ECS
19 105 (2.39%) Amazon EC2
20 101 (2.30%) Amazon CloudWatch
Communications & Networking
1 165 (3.76%) Firewall
2 125 (2.85%) DNS
3 90 (2.05%) Network Security
4 82 (1.87%) TCP/IP
5 69 (1.57%) VPN
6 68 (1.55%) BGP
7 57 (1.30%) WAN
8 44 (1.00%) HTTP
9 38 (0.87%) MPLS
10 36 (0.82%) OSPF
11 31 (0.71%) DHCP
11 31 (0.71%) VLAN
12 29 (0.66%) LAN
13 27 (0.61%) SAN
13 27 (0.61%) SNMP
14 24 (0.55%) VXLAN
14 24 (0.55%) Wireshark
15 23 (0.52%) SSL
16 22 (0.50%) SD-WAN
17 19 (0.43%) BIG-IP
Database & Business Intelligence
1 395 (9.00%) Power BI
2 289 (6.58%) PostgreSQL
3 259 (5.90%) Data Warehouse
4 204 (4.65%) Data Lake
5 197 (4.49%) SQL Server
6 181 (4.12%) NoSQL
7 169 (3.85%) Tableau
8 162 (3.69%) Relational Database
9 136 (3.10%) Metadata
10 118 (2.69%) BigQuery
11 115 (2.62%) Delta Lake
12 113 (2.57%) Big Data
13 106 (2.41%) Amazon Redshift
14 94 (2.14%) Amazon Athena
15 89 (2.03%) Amazon RDS
16 87 (1.98%) Azure SQL Database
17 82 (1.87%) MySQL
18 79 (1.80%) MongoDB
19 62 (1.41%) DynamoDB
20 60 (1.37%) Hadoop
Development Applications
1 548 (12.48%) Git
2 414 (9.43%) Jenkins
3 312 (7.11%) GitLab
4 238 (5.42%) JIRA
5 79 (1.80%) Selenium
6 74 (1.69%) MLflow
7 45 (1.02%) Postman
8 36 (0.82%) Cucumber
9 35 (0.80%) JUnit
10 34 (0.77%) Bitbucket
11 25 (0.57%) JMeter
11 25 (0.57%) SpecFlow
12 24 (0.55%) Artifactory
12 24 (0.55%) Cypress.io
13 23 (0.52%) Sonatype Nexus
14 21 (0.48%) Robot Framework
14 21 (0.48%) SonarQube
15 20 (0.46%) Maven
16 17 (0.39%) Gatling
16 17 (0.39%) REST Assured
General
1 1,043 (23.75%) Social Skills
2 878 (20.00%) Finance
3 632 (14.39%) Analytical Skills
4 405 (9.22%) Public Sector
5 334 (7.61%) Banking
6 156 (3.55%) Front Office
7 119 (2.71%) Documentation Skills
8 73 (1.66%) Investment Banking
9 63 (1.43%) Marketing
10 55 (1.25%) Telecoms
11 53 (1.21%) Retail
12 50 (1.14%) Pharmaceutical
13 47 (1.07%) Inclusion and Diversity
13 47 (1.07%) Legal
14 41 (0.93%) Influencing Skills
15 35 (0.80%) Financial Institution
15 35 (0.80%) Manufacturing
16 28 (0.64%) Presentation Skills
16 28 (0.64%) Publishing
17 26 (0.59%) Military
Job Titles
1 821 (18.70%) Developer
2 672 (15.30%) Data Engineer
3 603 (13.73%) Senior
4 390 (8.88%) Python Developer
5 303 (6.90%) Lead
6 301 (6.85%) Architect
7 238 (5.42%) Analyst
8 227 (5.17%) DevOps Engineer
9 226 (5.15%) Software Engineer
10 214 (4.87%) Python Engineer
11 201 (4.58%) Artificial Intelligence Engineer
12 183 (4.17%) Data Scientist
13 175 (3.99%) AWS Engineer
14 145 (3.30%) Azure Engineer
15 144 (3.28%) Platform Engineer
16 133 (3.03%) Senior Developer
17 130 (2.96%) Senior Data Engineer
18 124 (2.82%) Data Analyst
19 109 (2.48%) Full-Stack Developer
20 91 (2.07%) Security Engineer
Libraries, Frameworks & Software Standards
1 366 (8.34%) REST
2 318 (7.24%) React
3 314 (7.15%) Kafka
4 283 (6.45%) PySpark
5 226 (5.15%) Node.js
6 202 (4.60%) Pandas
7 189 (4.30%) .NET
8 175 (3.99%) PyTorch
9 148 (3.37%) RESTful
10 135 (3.07%) TensorFlow
11 133 (3.03%) JSON
11 133 (3.03%) scikit-learn
12 132 (3.01%) NumPy
13 128 (2.92%) FastAPI
14 109 (2.48%) AngularJS
15 103 (2.35%) LangChain
16 98 (2.23%) Django
17 96 (2.19%) LDAP
17 96 (2.19%) YAML
18 94 (2.14%) pytest
Miscellaneous
1 424 (9.66%) Cloud Native
2 176 (4.01%) Distributed Systems
3 146 (3.32%) Algorithms
4 128 (2.92%) Product Ownership
5 111 (2.53%) Fixed Income
6 109 (2.48%) Equities
7 106 (2.41%) AI Agents
8 103 (2.35%) Data Protection Act
9 96 (2.19%) Derivative
10 95 (2.16%) Data Structures
11 85 (1.94%) Enterprise Software
11 85 (1.94%) Onboarding
12 83 (1.89%) Data Centre
13 82 (1.87%) Hybrid Cloud
14 80 (1.82%) Security Posture
15 68 (1.55%) Legacy Systems
16 67 (1.53%) Management Information System
17 63 (1.43%) Public Cloud
18 49 (1.12%) Hedge funds
19 45 (1.02%) Greenfield Project
Operating Systems
1 554 (12.62%) Linux
2 246 (5.60%) Windows
3 154 (3.51%) Unix
4 80 (1.82%) Red Hat Enterprise Linux
5 54 (1.23%) Windows Server
6 35 (0.80%) VMS
7 32 (0.73%) Ubuntu
8 28 (0.64%) Android
9 19 (0.43%) AIX
10 17 (0.39%) CentOS
11 16 (0.36%) Mac OS
12 15 (0.34%) Apple iOS
13 13 (0.30%) Solaris
14 8 (0.18%) Debian
15 6 (0.14%) Embedded Linux
15 6 (0.14%) Windows 7
15 6 (0.14%) zOS
16 4 (0.091%) Amazon Linux
16 4 (0.091%) Rocky
17 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,599 (36.42%) CI/CD
2 1,220 (27.78%) DevOps
3 988 (22.50%) Agile
4 979 (22.30%) AI
5 961 (21.89%) Analytics
6 911 (20.75%) Problem-Solving
7 746 (16.99%) Infrastructure as Code
8 741 (16.88%) Data Pipeline
9 684 (15.58%) Machine Learning
10 652 (14.85%) Containerisation
11 640 (14.58%) Data Engineering
12 620 (14.12%) Data Modelling
13 610 (13.89%) ETL
14 545 (12.41%) Data Science
15 531 (12.09%) Software Engineering
16 489 (11.14%) Test Automation
17 467 (10.64%) Business Intelligence
18 430 (9.79%) Observability
19 364 (8.29%) LLM
20 344 (7.83%) Validation
Programming Languages
1 1,500 (34.16%) SQL
2 677 (15.42%) Java
3 551 (12.55%) PowerShell
4 485 (11.05%) Bash
5 422 (9.61%) JavaScript
6 307 (6.99%) C#
7 299 (6.81%) TypeScript
8 179 (4.08%) Go
9 151 (3.44%) R
10 128 (2.92%) Scala
11 126 (2.87%) C++
12 93 (2.12%) Shell Script
13 83 (1.89%) Ruby
14 74 (1.69%) Bicep
15 64 (1.46%) Perl
16 49 (1.12%) C
16 49 (1.12%) Kusto Query Language
17 47 (1.07%) Data Analysis Expressions
18 41 (0.93%) T-SQL
19 39 (0.89%) VBA
Qualifications
1 1,031 (23.48%) Security Cleared
2 838 (19.08%) SC Cleared
3 353 (8.04%) Degree
4 164 (3.73%) Computer Science Degree
5 124 (2.82%) DV Cleared
6 103 (2.35%) BPSS Clearance
7 95 (2.16%) Azure Certification
8 82 (1.87%) CISSP
9 79 (1.80%) AWS Certification
10 78 (1.78%) Master's Degree
11 65 (1.48%) Cisco Certification
12 48 (1.09%) CCNP
13 41 (0.93%) CISM
14 39 (0.89%) PhD
15 33 (0.75%) VMware Certified Professional (VCP)
16 29 (0.66%) Microsoft Certification
17 26 (0.59%) CCNA
18 25 (0.57%) AWS Certified Solutions Architect
19 23 (0.52%) CCIE
19 23 (0.52%) ISTQB
Quality Assurance & Compliance
1 444 (10.11%) Data Quality
2 181 (4.12%) QA
3 156 (3.55%) GDPR
4 94 (2.14%) NIST
5 88 (2.00%) ISO/IEC 27001
6 56 (1.28%) Accessibility
7 26 (0.59%) PCI DSS
7 26 (0.59%) Sarbanes-Oxley
8 23 (0.52%) SLA
9 20 (0.46%) HIPAA
10 18 (0.41%) NCSC
11 15 (0.34%) WCAG
12 13 (0.30%) Actionable Recommendations
13 10 (0.23%) SOC 2
14 9 (0.20%) Cyber Essentials
15 8 (0.18%) ISO 20022
15 8 (0.18%) PMO
16 7 (0.16%) California Consumer Privacy Act
16 7 (0.16%) GRC
17 6 (0.14%) PSD2
System Software
1 767 (17.47%) Docker
2 156 (3.55%) Active Directory
3 99 (2.25%) VMware Infrastructure
4 55 (1.25%) Virtual Machines
5 48 (1.09%) vSphere
6 44 (1.00%) VMware NSX
7 27 (0.61%) Firmware
8 20 (0.46%) Hyper-V
9 13 (0.30%) VMware ESXi
10 12 (0.27%) KVM
11 9 (0.20%) HDFS
12 7 (0.16%) GPFS
12 7 (0.16%) Lustre
12 7 (0.16%) Slurm Workload Manager
13 6 (0.14%) Postfix
14 5 (0.11%) NFS
14 5 (0.11%) Virtual Desktop
15 4 (0.091%) Active Directory Lightweight Directory Services
15 4 (0.091%) Oracle RAC
15 4 (0.091%) SRDF
Systems Management
1 939 (21.38%) Terraform
2 850 (19.36%) Kubernetes
3 421 (9.59%) Ansible
4 258 (5.88%) Grafana
5 221 (5.03%) Prometheus
6 75 (1.71%) Argo
7 65 (1.48%) Puppet
8 42 (0.96%) Istio
9 38 (0.87%) vCenter Server
10 36 (0.82%) Kibana
11 26 (0.59%) Progress Chef
12 23 (0.52%) Nessus
13 21 (0.48%) Rancher
13 21 (0.48%) vRealize
14 20 (0.46%) Control-M
14 20 (0.46%) Kubeflow
15 18 (0.41%) Microsoft Intune
15 18 (0.41%) Nagios
16 15 (0.34%) IBM Guardium
17 14 (0.32%) Single Sign-On
Vendors
1 541 (12.32%) Microsoft
2 492 (11.20%) Databricks
3 236 (5.37%) Google
4 190 (4.33%) Splunk
5 184 (4.19%) Oracle
6 161 (3.67%) VMware
7 122 (2.78%) Red Hat
8 108 (2.46%) OpenAI
9 107 (2.44%) Cisco
10 86 (1.96%) CyberArk
11 84 (1.91%) ServiceNow
12 73 (1.66%) BeyondTrust
13 60 (1.37%) Foundry
14 54 (1.23%) F5
15 51 (1.16%) Informatica
16 49 (1.12%) Palo Alto
17 47 (1.07%) IBM
18 45 (1.02%) Dynatrace
19 43 (0.98%) SAP
20 39 (0.89%) Atlassian