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

6 months to
24 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,360 3,260 3,501
As % of all contract jobs in England 11.65% 13.40% 9.28%
As % of the Programming Languages category 40.70% 39.60% 32.11%
Number of daily rates quoted 3,009 2,340 2,519
10th Percentile £363 £388 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £520 £564 £550
Median % change year-on-year -7.76% +2.50% -8.33%
75th Percentile £630 £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 84 42 89
10th Percentile £27.50 £21.25 £22.60
25th Percentile £41.25 £25.50 £37.50
Median hourly rate £55.25 £50.00 £52.50
Median % change year-on-year +10.50% -4.76% -19.23%
75th Percentile £74.26 £66.00 £66.75
90th Percentile £80.14 £78.58 £72.50
UK median hourly rate £52.50 £42.50 £50.00
% change year-on-year +23.53% -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 10,713 8,232 10,902
As % of all contract IT jobs advertised in England 28.61% 33.85% 28.91%
Number of daily rates quoted 7,137 5,604 7,879
10th Percentile £352 £360 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £503 £525 £538
Median % change year-on-year -4.29% -2.33% -5.70%
75th Percentile £613 £650 £656
90th Percentile £725 £775 £770
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 466 216 442
10th Percentile £41.94 £25.25 £35.05
25th Percentile £55.00 £39.25 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -4.76%
75th Percentile £70.00 £68.75 £68.75
90th Percentile £76.25 £85.00 £75.00
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 24 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 24 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 24 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 2,481 £550 -8.33% 1,155
North of England +12 670 £475 -5.00% 461
South East -7 405 £500 -6.10% 595
Yorkshire +2 357 £482 -3.60% 165
Midlands -1 284 £498 +4.74% 240
North West +10 268 £470 -5.19% 223
South West -3 231 £531 -7.61% 273
West Midlands -2 229 £500 - 122
East of England -4 128 £500 +1.52% 218
East Midlands -15 54 £447 +5.18% 118
North East +12 53 £488 -2.50% 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
1 226 (5.18%) Apache Spark
2 168 (3.85%) Apache Airflow
3 141 (3.23%) Confluence
4 124 (2.84%) Apache
5 63 (1.44%) SAS
6 52 (1.19%) SharePoint
7 24 (0.55%) Microsoft Exchange
8 22 (0.50%) Jupyter
9 20 (0.46%) OpenStack
9 20 (0.46%) Palantir Foundry
10 15 (0.34%) Appian
11 12 (0.28%) nginx
12 11 (0.25%) Camunda
13 8 (0.18%) CMS
14 7 (0.16%) Apache Superset
15 6 (0.14%) ArcGIS
16 4 (0.092%) Oracle Application Server
17 3 (0.069%) Ethereum
17 3 (0.069%) IIS
17 3 (0.069%) WebSphere
Applications
1 119 (2.73%) Microsoft Excel
2 27 (0.62%) Chatbot
3 26 (0.60%) Microsoft Office
4 22 (0.50%) Microsoft PowerPoint
5 20 (0.46%) MS Visio
6 12 (0.28%) Spreadsheet
7 8 (0.18%) Weka
8 4 (0.092%) CPLEX
8 4 (0.092%) Microsoft Project
9 3 (0.069%) LaTeX
10 1 (0.023%) OrCAD
Business Applications
1 25 (0.57%) Aladdin
2 12 (0.28%) Fidessa
3 10 (0.23%) SAP S/4HANA
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%) Advent Geneva
8 1 (0.023%) Cerner Millennium
8 1 (0.023%) IntelliMatch
8 1 (0.023%) Loan IQ
8 1 (0.023%) Odoo
8 1 (0.023%) ResourceLink
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
Cloud Services
1 1,679 (38.51%) AWS
2 1,546 (35.46%) Azure
3 709 (16.26%) GCP
4 614 (14.08%) GitHub
5 445 (10.21%) Power Platform
6 417 (9.56%) Serverless
7 344 (7.89%) Azure DevOps
8 309 (7.09%) GitHub Actions
9 294 (6.74%) Amazon S3
10 276 (6.33%) AWS Lambda
11 254 (5.83%) Azure Data Factory
12 213 (4.89%) Snowflake
13 185 (4.24%) AWS CloudFormation
14 168 (3.85%) OpenShift
15 151 (3.46%) Azure Synapse Analytics
16 146 (3.35%) Amazon EKS
17 133 (3.05%) dbt
18 126 (2.89%) Amazon ECS
19 108 (2.48%) Amazon EC2
20 103 (2.36%) Amazon CloudWatch
Communications & Networking
1 170 (3.90%) Firewall
2 128 (2.94%) DNS
3 95 (2.18%) Network Security
4 89 (2.04%) TCP/IP
5 73 (1.67%) VPN
6 61 (1.40%) BGP
7 57 (1.31%) WAN
8 44 (1.01%) HTTP
9 37 (0.85%) MPLS
9 37 (0.85%) Wireshark
10 32 (0.73%) OSPF
10 32 (0.73%) SSL
11 29 (0.67%) LAN
12 28 (0.64%) DHCP
13 27 (0.62%) SD-WAN
14 25 (0.57%) VLAN
15 24 (0.55%) SAN
16 23 (0.53%) SNMP
17 22 (0.50%) Multicast
18 21 (0.48%) VXLAN
Database & Business Intelligence
1 371 (8.51%) Power BI
2 310 (7.11%) PostgreSQL
3 257 (5.89%) Data Warehouse
4 201 (4.61%) Data Lake
5 188 (4.31%) NoSQL
6 180 (4.13%) SQL Server
7 175 (4.01%) Relational Database
8 145 (3.33%) Tableau
9 125 (2.87%) Metadata
10 120 (2.75%) Big Data
11 112 (2.57%) Delta Lake
12 103 (2.36%) BigQuery
13 94 (2.16%) Amazon Redshift
13 94 (2.16%) MySQL
14 93 (2.13%) Amazon RDS
15 84 (1.93%) Azure SQL Database
16 80 (1.83%) MongoDB
17 73 (1.67%) Amazon Athena
18 65 (1.49%) Hadoop
19 57 (1.31%) DynamoDB
Development Applications
1 555 (12.73%) Git
2 461 (10.57%) Jenkins
3 348 (7.98%) GitLab
4 254 (5.83%) JIRA
5 80 (1.83%) MLflow
6 72 (1.65%) Selenium
7 44 (1.01%) Postman
8 39 (0.89%) Bitbucket
9 37 (0.85%) Cucumber
10 34 (0.78%) JUnit
11 29 (0.67%) JMeter
12 27 (0.62%) Sonatype Nexus
13 26 (0.60%) Artifactory
14 25 (0.57%) SpecFlow
15 23 (0.53%) Cypress.io
16 22 (0.50%) Gatling
17 21 (0.48%) Maven
18 18 (0.41%) CircleCI
18 18 (0.41%) PyCharm
18 18 (0.41%) Robot Framework
General
1 1,102 (25.28%) Social Skills
2 913 (20.94%) Finance
3 624 (14.31%) Analytical Skills
4 405 (9.29%) Public Sector
5 369 (8.46%) Banking
6 173 (3.97%) Front Office
7 118 (2.71%) Documentation Skills
8 87 (2.00%) Investment Banking
9 59 (1.35%) Marketing
10 56 (1.28%) Retail
11 55 (1.26%) Pharmaceutical
12 52 (1.19%) Inclusion and Diversity
12 52 (1.19%) Telecoms
13 50 (1.15%) Financial Institution
14 44 (1.01%) Legal
15 42 (0.96%) Influencing Skills
16 38 (0.87%) Manufacturing
17 31 (0.71%) Presentation Skills
18 26 (0.60%) Military
19 24 (0.55%) Publishing
Job Titles
1 815 (18.69%) Developer
2 638 (14.63%) Data Engineer
3 595 (13.65%) Senior
4 362 (8.30%) Python Developer
5 309 (7.09%) Lead
6 293 (6.72%) Architect
7 243 (5.57%) DevOps Engineer
8 236 (5.41%) Analyst
9 223 (5.11%) Software Engineer
10 216 (4.95%) Python Engineer
11 210 (4.82%) Artificial Intelligence Engineer
12 180 (4.13%) AWS Engineer
13 175 (4.01%) Data Scientist
14 144 (3.30%) Platform Engineer
15 140 (3.21%) Azure Engineer
16 129 (2.96%) Senior Developer
17 117 (2.68%) Data Analyst
17 117 (2.68%) Senior Data Engineer
18 114 (2.61%) Full-Stack Developer
19 102 (2.34%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 384 (8.81%) REST
2 314 (7.20%) Kafka
3 313 (7.18%) React
4 273 (6.26%) PySpark
5 228 (5.23%) Node.js
6 193 (4.43%) Pandas
7 191 (4.38%) PyTorch
8 181 (4.15%) .NET
9 163 (3.74%) RESTful
10 158 (3.62%) TensorFlow
11 137 (3.14%) FastAPI
12 136 (3.12%) NumPy
12 136 (3.12%) scikit-learn
13 127 (2.91%) AngularJS
14 116 (2.66%) JSON
15 99 (2.27%) Flask
16 98 (2.25%) LDAP
17 97 (2.22%) Django
17 97 (2.22%) LangChain
18 94 (2.16%) pytest
Miscellaneous
1 454 (10.41%) Cloud Native
2 180 (4.13%) Distributed Systems
3 162 (3.72%) Algorithms
4 124 (2.84%) Product Ownership
5 120 (2.75%) Equities
6 117 (2.68%) Fixed Income
7 105 (2.41%) Derivative
8 98 (2.25%) Data Protection Act
9 95 (2.18%) Data Structures
10 92 (2.11%) AI Agents
11 91 (2.09%) Hybrid Cloud
12 83 (1.90%) Enterprise Software
12 83 (1.90%) Onboarding
13 81 (1.86%) Security Posture
14 77 (1.77%) Data Centre
15 76 (1.74%) Public Cloud
16 73 (1.67%) Legacy Systems
17 67 (1.54%) Management Information System
18 56 (1.28%) Hedge funds
19 49 (1.12%) Foreign Exchange (FX)
Operating Systems
1 583 (13.37%) Linux
2 259 (5.94%) Windows
3 155 (3.56%) Unix
4 78 (1.79%) Red Hat Enterprise Linux
5 51 (1.17%) Windows Server
6 31 (0.71%) VMS
7 30 (0.69%) Ubuntu
8 28 (0.64%) 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 7 (0.16%) Kali Linux
14 6 (0.14%) Debian
15 5 (0.11%) zOS
16 4 (0.092%) Amazon Linux
16 4 (0.092%) Rocky
17 3 (0.069%) Robot Operating System
Processes & Methodologies
1 1,616 (37.06%) CI/CD
2 1,275 (29.24%) DevOps
3 1,007 (23.10%) Agile
4 970 (22.25%) AI
5 931 (21.35%) Analytics
6 922 (21.15%) Problem-Solving
7 764 (17.52%) Infrastructure as Code
8 721 (16.54%) Data Pipeline
9 708 (16.24%) Machine Learning
10 680 (15.60%) Containerisation
11 649 (14.89%) Data Engineering
12 607 (13.92%) Data Modelling
13 595 (13.65%) ETL
14 537 (12.32%) Data Science
15 520 (11.93%) Software Engineering
16 512 (11.74%) Test Automation
17 446 (10.23%) Business Intelligence
18 419 (9.61%) Observability
19 364 (8.35%) LLM
20 336 (7.71%) Data Governance
Programming Languages
1 1,451 (33.28%) SQL
2 669 (15.34%) Java
3 566 (12.98%) PowerShell
4 501 (11.49%) Bash
5 412 (9.45%) JavaScript
6 293 (6.72%) C#
6 293 (6.72%) TypeScript
7 197 (4.52%) Go
8 146 (3.35%) C++
9 137 (3.14%) R
10 115 (2.64%) Scala
11 96 (2.20%) Shell Script
12 89 (2.04%) Ruby
13 73 (1.67%) Bicep
14 70 (1.61%) Perl
15 52 (1.19%) Kusto Query Language
16 45 (1.03%) C
17 43 (0.99%) Data Analysis Expressions
18 38 (0.87%) VBA
19 36 (0.83%) T-SQL
Qualifications
1 1,014 (23.26%) Security Cleared
2 805 (18.46%) SC Cleared
3 389 (8.92%) Degree
4 192 (4.40%) Computer Science Degree
5 134 (3.07%) DV Cleared
6 107 (2.45%) Master's Degree
7 92 (2.11%) Azure Certification
7 92 (2.11%) BPSS Clearance
8 90 (2.06%) AWS Certification
9 87 (2.00%) CISSP
10 61 (1.40%) Cisco Certification
11 45 (1.03%) CCNP
11 45 (1.03%) CISM
12 42 (0.96%) PhD
13 29 (0.67%) Microsoft Certification
14 28 (0.64%) VMware Certified Professional (VCP)
15 25 (0.57%) AWS Certified Solutions Architect
16 24 (0.55%) CCIE
16 24 (0.55%) CEH
17 23 (0.53%) Microsoft Certified Professional
Quality Assurance & Compliance
1 426 (9.77%) Data Quality
2 180 (4.13%) QA
3 163 (3.74%) GDPR
4 96 (2.20%) NIST
5 85 (1.95%) ISO/IEC 27001
6 51 (1.17%) Accessibility
7 28 (0.64%) Sarbanes-Oxley
8 25 (0.57%) PCI DSS
9 24 (0.55%) SLA
10 22 (0.50%) NCSC
11 21 (0.48%) HIPAA
12 15 (0.34%) WCAG
13 14 (0.32%) Actionable Recommendations
14 11 (0.25%) PSD2
14 11 (0.25%) SOC 2
15 10 (0.23%) MiFID
16 9 (0.21%) Cyber Essentials
17 8 (0.18%) EMIR
17 8 (0.18%) EU AI Act
17 8 (0.18%) PMO
System Software
1 822 (18.85%) Docker
2 157 (3.60%) Active Directory
3 101 (2.32%) VMware Infrastructure
4 53 (1.22%) vSphere
5 50 (1.15%) Virtual Machines
6 45 (1.03%) VMware NSX
7 23 (0.53%) Firmware
8 20 (0.46%) Hyper-V
9 13 (0.30%) KVM
10 10 (0.23%) 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
14 4 (0.092%) Virtual Servers
15 3 (0.069%) Ceph
15 3 (0.069%) Embedded Firmware
Systems Management
1 946 (21.70%) Terraform
2 910 (20.87%) Kubernetes
3 456 (10.46%) Ansible
4 286 (6.56%) Grafana
5 254 (5.83%) Prometheus
6 90 (2.06%) Argo
7 71 (1.63%) Puppet
8 42 (0.96%) Istio
9 36 (0.83%) vCenter Server
10 32 (0.73%) Kibana
11 28 (0.64%) Progress Chef
12 26 (0.60%) Nessus
13 23 (0.53%) Single Sign-On
14 22 (0.50%) Rancher
15 20 (0.46%) Control-M
16 19 (0.44%) vRealize
17 17 (0.39%) IBM Guardium
17 17 (0.39%) Kubeflow
17 17 (0.39%) Microsoft Intune
18 15 (0.34%) Nagios
Vendors
1 549 (12.59%) Microsoft
2 469 (10.76%) Databricks
3 258 (5.92%) Google
4 199 (4.56%) Splunk
5 189 (4.33%) Oracle
6 172 (3.94%) VMware
7 141 (3.23%) Red Hat
8 102 (2.34%) OpenAI
9 99 (2.27%) Cisco
10 88 (2.02%) ServiceNow
11 82 (1.88%) CyberArk
12 71 (1.63%) Foundry
13 67 (1.54%) BeyondTrust
14 57 (1.31%) F5
15 51 (1.17%) Informatica
15 51 (1.17%) Palo Alto
16 49 (1.12%) IBM
17 44 (1.01%) Dynatrace
18 39 (0.89%) SAP
19 37 (0.85%) Atlassian