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

6 months to
26 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,366 3,250 3,509
As % of all contract jobs in England 11.62% 13.39% 9.31%
As % of the Programming Languages category 40.73% 39.57% 32.14%
Number of daily rates quoted 3,010 2,340 2,530
10th Percentile £363 £391 £400
25th Percentile £425 £459 £463
Median daily rate (50th Percentile) £518 £563 £550
Median % change year-on-year -8.00% +2.27% -8.33%
75th Percentile £625 £694 £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 89 42 87
10th Percentile £26.45 £21.25 £22.45
25th Percentile £36.50 £25.50 £37.50
Median hourly rate £54.50 £50.00 £57.50
Median % change year-on-year +9.00% -13.04% -11.54%
75th Percentile £74.26 £65.75 £66.88
90th Percentile £80.04 £77.25 £72.50
UK median hourly rate £52.25 £42.50 £50.00
% change year-on-year +22.94% -15.00% -23.08%

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 10,720 8,213 10,917
As % of all contract IT jobs advertised in England 28.54% 33.85% 28.95%
Number of daily rates quoted 7,128 5,601 7,900
10th Percentile £352 £360 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.42% -5.61%
75th Percentile £613 £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 476 216 439
10th Percentile £41.42 £25.25 £35.00
25th Percentile £55.00 £40.75 £46.25
Median hourly rate £65.00 £62.75 £60.00
Median % change year-on-year +3.59% +4.58% -4.38%
75th Percentile £70.00 £68.75 £68.75
90th Percentile £76.25 £85.00 £76.72
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 26 March 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 26 March 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 26 March 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 2,478 £550 -8.33% 1,152
North of England +13 668 £480 -4.00% 475
South East -6 407 £500 -5.44% 576
Yorkshire +2 361 £482 -3.60% 164
Midlands +3 287 £498 +4.79% 255
North West +11 261 £475 -5.00% 230
South West -3 231 £525 -8.70% 280
West Midlands -1 230 £500 - 130
East of England 0 136 £500 +2.04% 219
East Midlands -15 56 £450 +5.88% 125
North East +15 55 £488 -2.50% 83
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
1 223 (5.11%) Apache Spark
2 172 (3.94%) Apache Airflow
3 141 (3.23%) Confluence
4 127 (2.91%) Apache
5 63 (1.44%) SAS
6 50 (1.15%) SharePoint
7 24 (0.55%) Microsoft Exchange
8 23 (0.53%) Jupyter
9 20 (0.46%) OpenStack
10 19 (0.44%) Palantir Foundry
11 15 (0.34%) Appian
12 12 (0.27%) nginx
13 11 (0.25%) Camunda
14 8 (0.18%) ArcGIS
14 8 (0.18%) CMS
15 7 (0.16%) Apache Superset
16 4 (0.092%) WebSphere
17 3 (0.069%) IBM HTTP Server
17 3 (0.069%) IIS
17 3 (0.069%) WebSphere Application Server
Applications
1 123 (2.82%) Microsoft Excel
2 27 (0.62%) Chatbot
3 24 (0.55%) Microsoft Office
4 22 (0.50%) Microsoft PowerPoint
5 20 (0.46%) MS Visio
6 17 (0.39%) Spreadsheet
7 8 (0.18%) Weka
8 5 (0.11%) CPLEX
9 4 (0.092%) Microsoft Project
10 3 (0.069%) LaTeX
11 1 (0.023%) OrCAD
Business Applications
1 25 (0.57%) Aladdin
2 11 (0.25%) SAP S/4HANA
3 10 (0.23%) Fidessa
4 5 (0.11%) Oracle EBS
5 4 (0.092%) Bloomberg AIM
6 3 (0.069%) Actimize
6 3 (0.069%) BambooHR
7 2 (0.046%) Cloudability
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Remedy ITSM
8 1 (0.023%) Cerner Millennium
8 1 (0.023%) IntelliMatch
8 1 (0.023%) Odoo
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) SAP IBP
8 1 (0.023%) Shopify
8 1 (0.023%) Sparx Enterprise Architect
8 1 (0.023%) Sprinklr
Cloud Services
1 1,685 (38.59%) AWS
2 1,550 (35.50%) Azure
3 711 (16.28%) GCP
4 604 (13.83%) GitHub
5 443 (10.15%) Power Platform
6 415 (9.51%) Serverless
7 344 (7.88%) Azure DevOps
8 306 (7.01%) GitHub Actions
9 295 (6.76%) Amazon S3
10 273 (6.25%) AWS Lambda
11 251 (5.75%) Azure Data Factory
12 208 (4.76%) Snowflake
13 185 (4.24%) AWS CloudFormation
14 160 (3.66%) OpenShift
15 148 (3.39%) Azure Synapse Analytics
16 144 (3.30%) Amazon EKS
17 137 (3.14%) dbt
18 123 (2.82%) Amazon ECS
19 106 (2.43%) Amazon EC2
20 103 (2.36%) Amazon CloudWatch
Communications & Networking
1 174 (3.99%) Firewall
2 133 (3.05%) DNS
3 95 (2.18%) Network Security
4 91 (2.08%) TCP/IP
5 77 (1.76%) VPN
6 64 (1.47%) BGP
7 60 (1.37%) WAN
8 44 (1.01%) HTTP
9 37 (0.85%) MPLS
10 35 (0.80%) Wireshark
11 34 (0.78%) OSPF
12 30 (0.69%) SSL
13 29 (0.66%) DHCP
13 29 (0.66%) LAN
13 29 (0.66%) SD-WAN
13 29 (0.66%) VLAN
14 26 (0.60%) SAN
15 24 (0.55%) SNMP
16 23 (0.53%) Multicast
17 22 (0.50%) VXLAN
Database & Business Intelligence
1 368 (8.43%) Power BI
2 301 (6.89%) PostgreSQL
3 252 (5.77%) Data Warehouse
4 199 (4.56%) Data Lake
5 189 (4.33%) NoSQL
6 177 (4.05%) SQL Server
7 173 (3.96%) Relational Database
8 150 (3.44%) Tableau
9 127 (2.91%) Metadata
10 114 (2.61%) Big Data
11 113 (2.59%) Delta Lake
12 102 (2.34%) BigQuery
13 95 (2.18%) Amazon Redshift
14 94 (2.15%) MySQL
15 92 (2.11%) Amazon RDS
16 83 (1.90%) Azure SQL Database
17 80 (1.83%) MongoDB
18 75 (1.72%) Amazon Athena
19 62 (1.42%) Hadoop
20 57 (1.31%) DynamoDB
Development Applications
1 546 (12.51%) Git
2 458 (10.49%) Jenkins
3 346 (7.92%) GitLab
4 250 (5.73%) JIRA
5 79 (1.81%) MLflow
6 73 (1.67%) Selenium
7 45 (1.03%) Postman
8 37 (0.85%) Cucumber
9 36 (0.82%) Bitbucket
10 33 (0.76%) JUnit
11 29 (0.66%) JMeter
12 26 (0.60%) Artifactory
13 25 (0.57%) SpecFlow
14 24 (0.55%) Sonatype Nexus
15 23 (0.53%) Cypress.io
16 22 (0.50%) Gatling
16 22 (0.50%) Maven
17 20 (0.46%) Robot Framework
18 19 (0.44%) SonarQube
19 18 (0.41%) PyCharm
General
1 1,100 (25.19%) Social Skills
2 905 (20.73%) Finance
3 624 (14.29%) Analytical Skills
4 406 (9.30%) Public Sector
5 361 (8.27%) Banking
6 170 (3.89%) Front Office
7 118 (2.70%) Documentation Skills
8 81 (1.86%) Investment Banking
9 63 (1.44%) Marketing
10 56 (1.28%) Pharmaceutical
10 56 (1.28%) Retail
11 52 (1.19%) Telecoms
12 51 (1.17%) Inclusion and Diversity
13 50 (1.15%) Financial Institution
14 44 (1.01%) Legal
15 42 (0.96%) Influencing Skills
16 36 (0.82%) Manufacturing
17 29 (0.66%) Presentation Skills
18 27 (0.62%) Publishing
19 26 (0.60%) Military
Job Titles
1 806 (18.46%) Developer
2 635 (14.54%) Data Engineer
3 596 (13.65%) Senior
4 366 (8.38%) Python Developer
5 305 (6.99%) Lead
6 300 (6.87%) Architect
7 243 (5.57%) DevOps Engineer
8 236 (5.41%) Analyst
9 222 (5.08%) Software Engineer
10 215 (4.92%) Python Engineer
11 209 (4.79%) Artificial Intelligence Engineer
12 176 (4.03%) AWS Engineer
12 176 (4.03%) Data Scientist
13 145 (3.32%) Platform Engineer
14 139 (3.18%) Azure Engineer
15 128 (2.93%) Senior Developer
16 121 (2.77%) Data Analyst
17 119 (2.73%) Senior Data Engineer
18 109 (2.50%) Full-Stack Developer
19 100 (2.29%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 390 (8.93%) REST
2 316 (7.24%) Kafka
3 309 (7.08%) React
4 272 (6.23%) PySpark
5 221 (5.06%) Node.js
6 195 (4.47%) Pandas
7 188 (4.31%) PyTorch
8 183 (4.19%) .NET
9 162 (3.71%) RESTful
10 155 (3.55%) TensorFlow
11 137 (3.14%) scikit-learn
12 136 (3.11%) NumPy
13 135 (3.09%) FastAPI
14 126 (2.89%) JSON
15 119 (2.73%) AngularJS
16 98 (2.24%) Flask
16 98 (2.24%) LDAP
17 97 (2.22%) Django
17 97 (2.22%) LangChain
18 95 (2.18%) pytest
Miscellaneous
1 447 (10.24%) Cloud Native
2 182 (4.17%) Distributed Systems
3 163 (3.73%) Algorithms
4 126 (2.89%) Product Ownership
5 117 (2.68%) Equities
5 117 (2.68%) Fixed Income
6 104 (2.38%) Derivative
7 102 (2.34%) Data Protection Act
8 94 (2.15%) Data Structures
8 94 (2.15%) Hybrid Cloud
9 93 (2.13%) AI Agents
10 84 (1.92%) Enterprise Software
11 80 (1.83%) Security Posture
12 78 (1.79%) Data Centre
12 78 (1.79%) Onboarding
13 77 (1.76%) Public Cloud
14 72 (1.65%) Legacy Systems
15 66 (1.51%) Management Information System
16 54 (1.24%) Hedge funds
17 46 (1.05%) Foreign Exchange (FX)
Operating Systems
1 584 (13.38%) Linux
2 257 (5.89%) Windows
3 153 (3.50%) Unix
4 81 (1.86%) Red Hat Enterprise Linux
5 54 (1.24%) Windows Server
6 33 (0.76%) VMS
7 32 (0.73%) Ubuntu
8 31 (0.71%) Android
9 17 (0.39%) CentOS
10 16 (0.37%) AIX
11 14 (0.32%) Apple iOS
11 14 (0.32%) Mac OS
11 14 (0.32%) Solaris
12 9 (0.21%) Windows 7
13 6 (0.14%) Debian
13 6 (0.14%) Kali Linux
13 6 (0.14%) zOS
14 5 (0.11%) Embedded Linux
15 4 (0.092%) Amazon Linux
15 4 (0.092%) Rocky
Processes & Methodologies
1 1,610 (36.88%) CI/CD
2 1,269 (29.07%) DevOps
3 1,003 (22.97%) Agile
4 971 (22.24%) AI
5 927 (21.23%) Analytics
6 922 (21.12%) Problem-Solving
7 765 (17.52%) Infrastructure as Code
8 718 (16.45%) Data Pipeline
9 703 (16.10%) Machine Learning
10 674 (15.44%) Containerisation
11 644 (14.75%) Data Engineering
12 606 (13.88%) Data Modelling
13 590 (13.51%) ETL
14 536 (12.28%) Data Science
15 519 (11.89%) Software Engineering
16 512 (11.73%) Test Automation
17 443 (10.15%) Business Intelligence
18 420 (9.62%) Observability
19 365 (8.36%) LLM
20 336 (7.70%) Continuous Improvement
Programming Languages
1 1,447 (33.14%) SQL
2 663 (15.19%) Java
3 566 (12.96%) PowerShell
4 507 (11.61%) Bash
5 408 (9.34%) JavaScript
6 291 (6.67%) C#
7 289 (6.62%) TypeScript
8 197 (4.51%) Go
9 143 (3.28%) C++
10 139 (3.18%) R
11 116 (2.66%) Scala
12 96 (2.20%) Shell Script
13 81 (1.86%) Ruby
14 73 (1.67%) Bicep
15 69 (1.58%) Perl
16 52 (1.19%) Kusto Query Language
17 47 (1.08%) C
18 43 (0.98%) Data Analysis Expressions
19 36 (0.82%) T-SQL
19 36 (0.82%) VBA
Qualifications
1 1,012 (23.18%) Security Cleared
2 804 (18.42%) SC Cleared
3 383 (8.77%) Degree
4 182 (4.17%) Computer Science Degree
5 136 (3.11%) DV Cleared
6 105 (2.40%) Master's Degree
7 92 (2.11%) Azure Certification
8 91 (2.08%) BPSS Clearance
9 87 (1.99%) AWS Certification
9 87 (1.99%) CISSP
10 64 (1.47%) Cisco Certification
11 47 (1.08%) CCNP
12 45 (1.03%) CISM
13 42 (0.96%) PhD
14 31 (0.71%) VMware Certified Professional (VCP)
15 30 (0.69%) Microsoft Certification
16 26 (0.60%) AWS Certified Solutions Architect
17 25 (0.57%) CCNA
18 24 (0.55%) CCIE
19 23 (0.53%) Microsoft Certified Professional
Quality Assurance & Compliance
1 425 (9.73%) Data Quality
2 182 (4.17%) QA
3 164 (3.76%) GDPR
4 96 (2.20%) NIST
5 86 (1.97%) ISO/IEC 27001
6 53 (1.21%) Accessibility
7 26 (0.60%) PCI DSS
7 26 (0.60%) Sarbanes-Oxley
8 23 (0.53%) SLA
9 22 (0.50%) NCSC
10 21 (0.48%) HIPAA
11 15 (0.34%) WCAG
12 14 (0.32%) Actionable Recommendations
13 11 (0.25%) SOC 2
14 10 (0.23%) Cyber Essentials
14 10 (0.23%) MiFID
15 9 (0.21%) PSD2
16 8 (0.18%) California Consumer Privacy Act
16 8 (0.18%) EU AI Act
16 8 (0.18%) PMO
System Software
1 811 (18.58%) Docker
2 158 (3.62%) Active Directory
3 104 (2.38%) VMware Infrastructure
4 55 (1.26%) vSphere
5 52 (1.19%) Virtual Machines
6 48 (1.10%) VMware NSX
7 27 (0.62%) Firmware
8 21 (0.48%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.27%) VMware ESXi
11 9 (0.21%) GPFS
11 9 (0.21%) Lustre
11 9 (0.21%) Slurm Workload Manager
12 8 (0.18%) HDFS
13 5 (0.11%) Postfix
14 4 (0.092%) Active Directory Lightweight Directory Services
14 4 (0.092%) Virtual Desktop
15 3 (0.069%) Ceph
15 3 (0.069%) Embedded Firmware
15 3 (0.069%) PowerHA
Systems Management
1 951 (21.78%) Terraform
2 897 (20.55%) Kubernetes
3 461 (10.56%) Ansible
4 285 (6.53%) Grafana
5 254 (5.82%) Prometheus
6 81 (1.86%) Argo
7 71 (1.63%) Puppet
8 40 (0.92%) Istio
9 38 (0.87%) vCenter Server
10 32 (0.73%) Kibana
11 28 (0.64%) Progress Chef
12 24 (0.55%) Nessus
13 22 (0.50%) Rancher
14 21 (0.48%) vRealize
15 20 (0.46%) Single Sign-On
16 18 (0.41%) Control-M
16 18 (0.41%) Kubeflow
17 17 (0.39%) Microsoft Intune
18 15 (0.34%) IBM Guardium
18 15 (0.34%) Nagios
Vendors
1 548 (12.55%) Microsoft
2 471 (10.79%) Databricks
3 248 (5.68%) Google
4 198 (4.54%) Splunk
5 185 (4.24%) Oracle
6 175 (4.01%) VMware
7 134 (3.07%) Red Hat
8 103 (2.36%) OpenAI
9 102 (2.34%) Cisco
10 91 (2.08%) ServiceNow
11 82 (1.88%) CyberArk
12 70 (1.60%) Foundry
13 67 (1.53%) BeyondTrust
14 57 (1.31%) F5
15 52 (1.19%) Palo Alto
16 50 (1.15%) Informatica
17 47 (1.08%) IBM
18 43 (0.98%) Dynatrace
19 40 (0.92%) Atlassian
20 39 (0.89%) SAP