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

6 months to
28 Apr 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,394 3,273 3,429
As % of all contract jobs in England 10.94% 13.38% 9.28%
As % of the Programming Languages category 40.07% 39.60% 31.69%
Number of daily rates quoted 3,010 2,370 2,485
10th Percentile £363 £395 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £523 £550 £563
Median % change year-on-year -5.00% -2.22% -6.25%
75th Percentile £625 £700 £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 113 45 86
10th Percentile £27.58 £21.25 £25.38
25th Percentile £43.81 £26.32 £41.50
Median hourly rate £55.00 £42.50 £62.18
Median % change year-on-year +29.41% -31.65% -4.34%
75th Percentile £74.26 £58.75 £70.94
90th Percentile £83.75 £73.50 £77.50
UK median hourly rate £55.00 £37.16 £57.50
% change year-on-year +48.01% -35.37% -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 10,966 8,265 10,821
As % of all contract IT jobs advertised in England 27.31% 33.79% 29.28%
Number of daily rates quoted 7,281 5,712 7,859
10th Percentile £355 £363 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £505 £525 £540
Median % change year-on-year -3.90% -2.78% -4.42%
75th Percentile £610 £650 £650
90th Percentile £725 £788 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 528 216 434
10th Percentile £41.94 £25.25 £35.51
25th Percentile £55.00 £37.96 £47.63
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - +1.07%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £60.07
% change year-on-year +4.00% +4.05% -1.04%

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 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 28 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 28 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 2,497 £550 -8.33% 1,247
North of England +8 679 £476 -2.81% 452
South East -1 413 £500 -4.76% 618
Yorkshire +1 388 £475 -5.00% 120
Midlands -10 263 £498 +8.62% 201
South West -1 245 £500 -9.09% 213
North West +5 244 £491 +3.37% 256
West Midlands -4 200 £500 - 112
East of England -2 135 £500 -0.50% 183
East Midlands -13 62 £466 +10.36% 87
North East +7 55 £475 -1.30% 78
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 (5.48%) Apache Spark
2 182 (4.14%) Apache Airflow
3 126 (2.87%) Apache
4 121 (2.75%) Confluence
5 50 (1.14%) SAS
6 41 (0.93%) SharePoint
7 24 (0.55%) Jupyter
8 19 (0.43%) OpenStack
9 15 (0.34%) Microsoft Exchange
10 14 (0.32%) nginx
11 13 (0.30%) Appian
11 13 (0.30%) Palantir Foundry
12 9 (0.20%) Camunda
13 8 (0.18%) Apache Superset
13 8 (0.18%) CMS
14 7 (0.16%) ArcGIS
15 5 (0.11%) IIS
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.091%) CICS
Applications
1 127 (2.89%) Microsoft Excel
2 26 (0.59%) Chatbot
3 22 (0.50%) Microsoft Office
4 20 (0.46%) Spreadsheet
5 19 (0.43%) MS Visio
6 18 (0.41%) Microsoft PowerPoint
7 6 (0.14%) CPLEX
8 5 (0.11%) Weka
9 4 (0.091%) Microsoft Project
10 3 (0.068%) LaTeX
11 1 (0.023%) OrCAD
11 1 (0.023%) SPSS
Business Applications
1 23 (0.52%) Aladdin
2 12 (0.27%) SAP S/4HANA
3 9 (0.20%) Fidessa
4 7 (0.16%) SAP IBP
5 5 (0.11%) BambooHR
5 5 (0.11%) Oracle EBS
6 4 (0.091%) Bloomberg AIM
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 ERP
7 2 (0.046%) Remedy ITSM
8 1 (0.023%) Odoo
8 1 (0.023%) Oracle Assets
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) Sprinklr
Cloud Services
1 1,678 (38.19%) AWS
2 1,542 (35.09%) Azure
3 673 (15.32%) GCP
4 582 (13.25%) GitHub
5 468 (10.65%) Power Platform
6 405 (9.22%) Serverless
7 337 (7.67%) Azure DevOps
8 321 (7.31%) Amazon S3
9 314 (7.15%) GitHub Actions
10 294 (6.69%) AWS Lambda
11 254 (5.78%) Azure Data Factory
12 193 (4.39%) Snowflake
13 178 (4.05%) AWS CloudFormation
14 159 (3.62%) Azure Synapse Analytics
15 144 (3.28%) dbt
16 142 (3.23%) OpenShift
17 133 (3.03%) Amazon EKS
18 122 (2.78%) Amazon ECS
19 111 (2.53%) Amazon CloudWatch
20 101 (2.30%) Amazon EC2
Communications & Networking
1 153 (3.48%) Firewall
2 120 (2.73%) DNS
3 89 (2.03%) Network Security
4 81 (1.84%) TCP/IP
5 69 (1.57%) VPN
6 65 (1.48%) BGP
7 63 (1.43%) WAN
8 44 (1.00%) HTTP
9 38 (0.86%) OSPF
10 31 (0.71%) MPLS
11 28 (0.64%) DHCP
11 28 (0.64%) SNMP
12 27 (0.61%) SAN
12 27 (0.61%) Wireshark
13 26 (0.59%) BIG-IP
13 26 (0.59%) LAN
13 26 (0.59%) VLAN
13 26 (0.59%) VXLAN
14 25 (0.57%) SSL
15 24 (0.55%) SD-WAN
Database & Business Intelligence
1 395 (8.99%) Power BI
2 292 (6.65%) PostgreSQL
3 254 (5.78%) Data Warehouse
4 213 (4.85%) SQL Server
5 204 (4.64%) Data Lake
6 180 (4.10%) Tableau
7 168 (3.82%) NoSQL
8 147 (3.35%) Relational Database
9 137 (3.12%) Metadata
10 120 (2.73%) BigQuery
11 119 (2.71%) Delta Lake
12 115 (2.62%) Big Data
13 107 (2.44%) Amazon Redshift
14 96 (2.18%) Amazon Athena
15 93 (2.12%) Amazon RDS
16 85 (1.93%) Azure SQL Database
17 76 (1.73%) MongoDB
18 75 (1.71%) MySQL
19 68 (1.55%) DynamoDB
20 60 (1.37%) Hadoop
Development Applications
1 536 (12.20%) Git
2 395 (8.99%) Jenkins
3 292 (6.65%) GitLab
4 229 (5.21%) JIRA
5 74 (1.68%) MLflow
6 65 (1.48%) Selenium
7 49 (1.12%) Postman
8 38 (0.86%) Cucumber
9 36 (0.82%) Bitbucket
10 26 (0.59%) Artifactory
11 24 (0.55%) Cypress.io
11 24 (0.55%) JMeter
11 24 (0.55%) SpecFlow
12 23 (0.52%) Sonatype Nexus
13 22 (0.50%) Gatling
13 22 (0.50%) Maven
13 22 (0.50%) SonarQube
14 21 (0.48%) Robot Framework
15 20 (0.46%) JUnit
16 18 (0.41%) REST Assured
General
1 1,016 (23.12%) Social Skills
2 900 (20.48%) Finance
3 635 (14.45%) Analytical Skills
4 405 (9.22%) Public Sector
5 325 (7.40%) Banking
6 164 (3.73%) Front Office
7 121 (2.75%) Documentation Skills
8 75 (1.71%) Investment Banking
9 66 (1.50%) Marketing
10 56 (1.27%) Retail
11 52 (1.18%) Inclusion and Diversity
12 51 (1.16%) Telecoms
13 49 (1.12%) Pharmaceutical
14 38 (0.86%) Influencing Skills
15 37 (0.84%) Legal
16 32 (0.73%) Financial Institution
17 31 (0.71%) Manufacturing
18 28 (0.64%) Presentation Skills
18 28 (0.64%) Publishing
19 27 (0.61%) Military
Job Titles
1 826 (18.80%) Developer
2 674 (15.34%) Data Engineer
3 613 (13.95%) Senior
4 392 (8.92%) Python Developer
5 303 (6.90%) Lead
6 300 (6.83%) Architect
7 241 (5.48%) Analyst
8 232 (5.28%) DevOps Engineer
9 225 (5.12%) Software Engineer
10 220 (5.01%) Python Engineer
11 198 (4.51%) Artificial Intelligence Engineer
12 190 (4.32%) Data Scientist
13 176 (4.01%) AWS Engineer
14 142 (3.23%) Azure Engineer
15 134 (3.05%) Senior Data Engineer
16 131 (2.98%) Senior Developer
17 129 (2.94%) Platform Engineer
18 128 (2.91%) Data Analyst
19 108 (2.46%) Full-Stack Developer
20 99 (2.25%) Security Engineer
Libraries, Frameworks & Software Standards
1 333 (7.58%) REST
2 310 (7.06%) React
3 309 (7.03%) Kafka
4 286 (6.51%) PySpark
5 212 (4.82%) Node.js
6 196 (4.46%) .NET
7 195 (4.44%) Pandas
8 170 (3.87%) PyTorch
9 139 (3.16%) JSON
10 138 (3.14%) RESTful
11 129 (2.94%) TensorFlow
12 127 (2.89%) FastAPI
13 123 (2.80%) NumPy
13 123 (2.80%) scikit-learn
14 109 (2.48%) LangChain
15 105 (2.39%) LDAP
16 104 (2.37%) AngularJS
17 98 (2.23%) YAML
18 97 (2.21%) Django
19 94 (2.14%) Flask
Miscellaneous
1 439 (9.99%) Cloud Native
2 180 (4.10%) Distributed Systems
3 132 (3.00%) Algorithms
4 123 (2.80%) Product Ownership
5 114 (2.59%) AI Agents
6 111 (2.53%) Fixed Income
7 108 (2.46%) Equities
8 104 (2.37%) Data Protection Act
9 99 (2.25%) Derivative
10 92 (2.09%) Data Structures
11 91 (2.07%) Onboarding
12 85 (1.93%) Enterprise Software
12 85 (1.93%) Hybrid Cloud
13 81 (1.84%) Security Posture
14 78 (1.78%) Data Centre
15 72 (1.64%) Legacy Systems
15 72 (1.64%) Management Information System
16 58 (1.32%) Public Cloud
17 43 (0.98%) Greenfield Project
17 43 (0.98%) Hedge funds
Operating Systems
1 536 (12.20%) Linux
2 225 (5.12%) Windows
3 167 (3.80%) Unix
4 72 (1.64%) Red Hat Enterprise Linux
5 47 (1.07%) Windows Server
6 36 (0.82%) VMS
7 35 (0.80%) Ubuntu
8 26 (0.59%) Android
9 19 (0.43%) CentOS
10 18 (0.41%) AIX
11 15 (0.34%) Mac OS
11 15 (0.34%) Solaris
12 14 (0.32%) Apple iOS
13 10 (0.23%) Debian
14 8 (0.18%) zOS
15 7 (0.16%) Amazon Linux
16 6 (0.14%) Embedded Linux
17 5 (0.11%) Rocky
17 5 (0.11%) Windows 7
18 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,593 (36.25%) CI/CD
2 1,199 (27.29%) DevOps
3 984 (22.39%) AI
4 966 (21.98%) Agile
5 956 (21.76%) Analytics
6 876 (19.94%) Problem-Solving
7 750 (17.07%) Infrastructure as Code
8 728 (16.57%) Data Pipeline
9 681 (15.50%) Machine Learning
10 627 (14.27%) Containerisation
10 627 (14.27%) Data Engineering
11 614 (13.97%) Data Modelling
12 596 (13.56%) ETL
13 533 (12.13%) Software Engineering
14 524 (11.93%) Data Science
15 464 (10.56%) Business Intelligence
16 456 (10.38%) Test Automation
17 438 (9.97%) Observability
18 365 (8.31%) LLM
19 348 (7.92%) Validation
Programming Languages
1 1,507 (34.30%) SQL
2 689 (15.68%) Java
3 539 (12.27%) PowerShell
4 469 (10.67%) Bash
5 411 (9.35%) JavaScript
6 302 (6.87%) C#
7 291 (6.62%) TypeScript
8 179 (4.07%) Go
9 159 (3.62%) R
10 131 (2.98%) Scala
11 121 (2.75%) C++
12 97 (2.21%) Shell Script
13 83 (1.89%) Ruby
14 72 (1.64%) Bicep
15 50 (1.14%) C
15 50 (1.14%) Perl
16 49 (1.12%) Kusto Query Language
17 48 (1.09%) Data Analysis Expressions
18 46 (1.05%) PL/SQL
19 42 (0.96%) T-SQL
Qualifications
1 1,003 (22.83%) Security Cleared
2 820 (18.66%) SC Cleared
3 347 (7.90%) Degree
4 161 (3.66%) Computer Science Degree
5 121 (2.75%) DV Cleared
6 111 (2.53%) BPSS Clearance
7 94 (2.14%) Azure Certification
8 81 (1.84%) CISSP
9 76 (1.73%) Master's Degree
10 74 (1.68%) AWS Certification
11 57 (1.30%) Cisco Certification
12 46 (1.05%) CISM
13 38 (0.86%) CCNP
13 38 (0.86%) PhD
14 35 (0.80%) VMware Certified Professional (VCP)
15 32 (0.73%) Microsoft Certification
16 23 (0.52%) AWS Certified Solutions Architect
17 20 (0.46%) CCIE
17 20 (0.46%) GIAC
17 20 (0.46%) ISTQB
Quality Assurance & Compliance
1 442 (10.06%) Data Quality
2 181 (4.12%) QA
3 157 (3.57%) GDPR
4 93 (2.12%) NIST
5 89 (2.03%) ISO/IEC 27001
6 57 (1.30%) Accessibility
7 30 (0.68%) Sarbanes-Oxley
8 26 (0.59%) SLA
9 24 (0.55%) PCI DSS
10 23 (0.52%) HIPAA
11 17 (0.39%) WCAG
12 16 (0.36%) NCSC
13 14 (0.32%) Actionable Recommendations
14 10 (0.23%) Cyber Essentials
15 9 (0.20%) ISO 20022
16 8 (0.18%) California Consumer Privacy Act
16 8 (0.18%) GRC
16 8 (0.18%) PMO
16 8 (0.18%) SOC 2
17 7 (0.16%) MiFID
System Software
1 742 (16.89%) Docker
2 149 (3.39%) Active Directory
3 81 (1.84%) VMware Infrastructure
4 59 (1.34%) Virtual Machines
5 35 (0.80%) VMware NSX
6 34 (0.77%) vSphere
7 28 (0.64%) Firmware
8 21 (0.48%) Hyper-V
9 13 (0.30%) KVM
9 13 (0.30%) VMware ESXi
10 9 (0.20%) HDFS
11 6 (0.14%) GPFS
11 6 (0.14%) Lustre
11 6 (0.14%) Oracle RAC
11 6 (0.14%) Postfix
11 6 (0.14%) Slurm Workload Manager
12 5 (0.11%) NFS
12 5 (0.11%) Virtual Desktop
13 4 (0.091%) Ceph
13 4 (0.091%) Squid
Systems Management
1 942 (21.44%) Terraform
2 832 (18.93%) Kubernetes
3 430 (9.79%) Ansible
4 272 (6.19%) Grafana
5 231 (5.26%) Prometheus
6 66 (1.50%) Puppet
7 65 (1.48%) Argo
8 40 (0.91%) Istio
9 38 (0.86%) Kibana
10 32 (0.73%) vCenter Server
11 27 (0.61%) Progress Chef
12 25 (0.57%) Nessus
13 24 (0.55%) vRealize
14 23 (0.52%) Control-M
15 22 (0.50%) Rancher
16 19 (0.43%) Kubeflow
16 19 (0.43%) Nagios
17 18 (0.41%) Single Sign-On
18 17 (0.39%) IBM Guardium
18 17 (0.39%) Microsoft Intune
Vendors
1 543 (12.36%) Microsoft
2 479 (10.90%) Databricks
3 224 (5.10%) Google
4 191 (4.35%) Oracle
5 185 (4.21%) Splunk
6 137 (3.12%) VMware
7 108 (2.46%) Red Hat
8 106 (2.41%) OpenAI
9 95 (2.16%) Cisco
10 88 (2.00%) CyberArk
11 84 (1.91%) ServiceNow
12 73 (1.66%) BeyondTrust
13 57 (1.30%) Foundry
14 56 (1.27%) Dynatrace
15 53 (1.21%) Informatica
16 51 (1.16%) F5
17 50 (1.14%) Palo Alto
18 48 (1.09%) IBM
19 45 (1.02%) SAP
20 36 (0.82%) Centrify