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

6 months to
9 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,255 3,333 3,528
As % of all contract jobs in England 11.82% 13.38% 9.27%
As % of the Programming Languages category 40.40% 39.50% 31.97%
Number of daily rates quoted 2,917 2,336 2,519
10th Percentile £363 £391 £400
25th Percentile £423 £463 £463
Median daily rate (50th Percentile) £520 £575 £550
Median % change year-on-year -9.57% +4.55% -8.33%
75th Percentile £638 £694 £688
90th Percentile £750 £825 £788
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 81 41 99
10th Percentile £27.50 £21.25 £24.85
25th Percentile £41.94 £25.25 £40.00
Median hourly rate £55.50 £52.50 £57.50
Median % change year-on-year +5.71% -8.70% -11.54%
75th Percentile £74.26 £66.00 £67.50
90th Percentile £80.00 £77.50 £75.31
UK median hourly rate £54.25 £43.50 £51.50
% change year-on-year +24.71% -15.53% -20.77%

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 10,533 8,438 11,037
As % of all contract IT jobs advertised in England 29.26% 33.88% 28.99%
Number of daily rates quoted 7,027 5,642 7,934
10th Percentile £351 £358 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £506 £525 £540
Median % change year-on-year -3.71% -2.78% -6.09%
75th Percentile £613 £650 £660
90th Percentile £725 £775 £763
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -6.17%
Number of hourly rates quoted 447 216 471
10th Percentile £41.94 £25.25 £35.00
25th Percentile £55.00 £40.75 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -7.69%
75th Percentile £70.00 £68.19 £68.75
90th Percentile £77.20 £85.00 £76.53
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -7.69%

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 9 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 9 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 9 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 -2 2,400 £550 -8.33% 1,404
North of England +10 659 £481 -3.75% 552
South East -6 419 £500 -6.50% 880
Yorkshire +4 352 £485 -5.46% 221
Midlands -4 283 £500 +3.41% 295
North West +14 263 £478 -4.50% 256
West Midlands -2 231 £500 - 140
South West -2 217 £538 -6.52% 350
East of England -7 124 £500 +0.50% 372
East Midlands -14 51 £447 +5.18% 151
North East +10 50 £488 -7.14% 82
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
1 219 (5.15%) Apache Spark
2 165 (3.88%) Apache Airflow
3 134 (3.15%) Confluence
4 116 (2.73%) Apache
5 65 (1.53%) SAS
6 53 (1.25%) SharePoint
7 26 (0.61%) Microsoft Exchange
8 23 (0.54%) Jupyter
9 20 (0.47%) OpenStack
10 19 (0.45%) Appian
11 18 (0.42%) Palantir Foundry
12 12 (0.28%) nginx
13 9 (0.21%) Camunda
14 6 (0.14%) ArcGIS
14 6 (0.14%) CMS
15 4 (0.094%) Apache Superset
15 4 (0.094%) Oracle Application Server
16 3 (0.071%) Ethereum
16 3 (0.071%) Hyperledger
16 3 (0.071%) IIS
Applications
1 112 (2.63%) Microsoft Excel
2 29 (0.68%) Chatbot
3 24 (0.56%) Microsoft Office
4 21 (0.49%) Microsoft PowerPoint
4 21 (0.49%) MS Visio
5 11 (0.26%) Spreadsheet
6 8 (0.19%) Weka
7 3 (0.071%) LaTeX
7 3 (0.071%) Microsoft Project
8 2 (0.047%) CPLEX
Business Applications
1 24 (0.56%) Aladdin
2 12 (0.28%) Fidessa
3 7 (0.16%) SAP S/4HANA
4 4 (0.094%) Bloomberg AIM
5 3 (0.071%) Actimize
5 3 (0.071%) BambooHR
6 2 (0.047%) Cloudability
6 2 (0.047%) Dynamics CRM
6 2 (0.047%) Loan IQ
6 2 (0.047%) NEC Housing
6 2 (0.047%) Remedy ITSM
6 2 (0.047%) Shopify
7 1 (0.024%) Advent Geneva
7 1 (0.024%) Cerner Millennium
7 1 (0.024%) IntelliMatch
7 1 (0.024%) NetSuite
7 1 (0.024%) RMDS
7 1 (0.024%) Salesforce CRM
7 1 (0.024%) SAP BPC
7 1 (0.024%) SimCorp Dimension
Cloud Services
1 1,642 (38.59%) AWS
2 1,478 (34.74%) Azure
3 706 (16.59%) GCP
4 578 (13.58%) GitHub
5 436 (10.25%) Power Platform
6 418 (9.82%) Serverless
7 312 (7.33%) Azure DevOps
8 287 (6.75%) GitHub Actions
9 276 (6.49%) Amazon S3
10 268 (6.30%) AWS Lambda
11 230 (5.41%) Azure Data Factory
12 213 (5.01%) Snowflake
13 187 (4.39%) AWS CloudFormation
14 159 (3.74%) OpenShift
15 146 (3.43%) Amazon EKS
16 138 (3.24%) Azure Synapse Analytics
17 133 (3.13%) dbt
18 122 (2.87%) Amazon ECS
19 109 (2.56%) Amazon EC2
20 101 (2.37%) Amazon CloudWatch
Communications & Networking
1 181 (4.25%) Firewall
2 127 (2.98%) DNS
3 94 (2.21%) TCP/IP
4 91 (2.14%) Network Security
5 68 (1.60%) VPN
6 54 (1.27%) BGP
7 51 (1.20%) WAN
8 47 (1.10%) HTTP
9 38 (0.89%) Wireshark
10 37 (0.87%) SSL
11 34 (0.80%) MPLS
12 31 (0.73%) DHCP
13 28 (0.66%) SD-WAN
14 27 (0.63%) LAN
14 27 (0.63%) OSPF
15 24 (0.56%) SAN
16 23 (0.54%) VLAN
17 22 (0.52%) BIG-IP
18 20 (0.47%) Multicast
18 20 (0.47%) VXLAN
Database & Business Intelligence
1 363 (8.53%) Power BI
2 331 (7.78%) PostgreSQL
3 252 (5.92%) Data Warehouse
4 202 (4.75%) NoSQL
5 193 (4.54%) Data Lake
6 177 (4.16%) Relational Database
7 172 (4.04%) SQL Server
8 140 (3.29%) Tableau
9 126 (2.96%) Big Data
10 114 (2.68%) Metadata
11 106 (2.49%) BigQuery
12 100 (2.35%) Delta Lake
12 100 (2.35%) MySQL
13 95 (2.23%) Amazon RDS
14 93 (2.19%) Amazon Redshift
15 85 (2.00%) Azure SQL Database
16 81 (1.90%) MongoDB
17 72 (1.69%) Amazon Athena
18 68 (1.60%) Hadoop
19 57 (1.34%) DynamoDB
Development Applications
1 534 (12.55%) Git
2 450 (10.58%) Jenkins
3 350 (8.23%) GitLab
4 255 (5.99%) JIRA
5 75 (1.76%) MLflow
6 73 (1.72%) Selenium
7 42 (0.99%) Postman
8 38 (0.89%) Bitbucket
8 38 (0.89%) Cucumber
9 30 (0.71%) JUnit
10 29 (0.68%) Sonatype Nexus
11 25 (0.59%) SpecFlow
12 24 (0.56%) JMeter
13 21 (0.49%) Artifactory
13 21 (0.49%) Cypress.io
14 20 (0.47%) CircleCI
14 20 (0.47%) Maven
15 19 (0.45%) Robot Framework
16 18 (0.42%) Android Studio
16 18 (0.42%) Liquibase
General
1 1,104 (25.95%) Social Skills
2 896 (21.06%) Finance
3 611 (14.36%) Analytical Skills
4 387 (9.10%) Public Sector
5 371 (8.72%) Banking
6 170 (4.00%) Front Office
7 113 (2.66%) Documentation Skills
8 87 (2.04%) Investment Banking
9 61 (1.43%) Marketing
10 60 (1.41%) Pharmaceutical
10 60 (1.41%) Retail
11 52 (1.22%) Telecoms
12 51 (1.20%) Financial Institution
13 49 (1.15%) Inclusion and Diversity
14 40 (0.94%) Manufacturing
15 39 (0.92%) Legal
16 37 (0.87%) Influencing Skills
17 29 (0.68%) Military
17 29 (0.68%) Presentation Skills
18 20 (0.47%) Electronics
Job Titles
1 799 (18.78%) Developer
2 590 (13.87%) Data Engineer
3 583 (13.70%) Senior
4 349 (8.20%) Python Developer
5 299 (7.03%) Lead
6 271 (6.37%) Architect
7 243 (5.71%) DevOps Engineer
8 240 (5.64%) Analyst
9 234 (5.50%) Software Engineer
10 218 (5.12%) Python Engineer
11 211 (4.96%) Artificial Intelligence Engineer
12 185 (4.35%) AWS Engineer
13 176 (4.14%) Data Scientist
14 133 (3.13%) Platform Engineer
15 129 (3.03%) Azure Engineer
16 127 (2.98%) Senior Developer
17 115 (2.70%) Full-Stack Developer
18 114 (2.68%) Data Analyst
19 113 (2.66%) Senior Data Engineer
20 101 (2.37%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 374 (8.79%) REST
2 318 (7.47%) React
3 301 (7.07%) Kafka
4 252 (5.92%) PySpark
5 235 (5.52%) Node.js
6 198 (4.65%) PyTorch
7 182 (4.28%) Pandas
8 171 (4.02%) .NET
8 171 (4.02%) RESTful
9 164 (3.85%) TensorFlow
10 154 (3.62%) FastAPI
11 131 (3.08%) NumPy
12 130 (3.06%) scikit-learn
13 122 (2.87%) AngularJS
14 103 (2.42%) LangChain
15 102 (2.40%) JSON
16 97 (2.28%) pytest
17 94 (2.21%) Django
17 94 (2.21%) LDAP
18 93 (2.19%) Flask
Miscellaneous
1 426 (10.01%) Cloud Native
2 163 (3.83%) Algorithms
3 161 (3.78%) Distributed Systems
4 119 (2.80%) Equities
5 117 (2.75%) Product Ownership
6 114 (2.68%) Fixed Income
7 107 (2.51%) Data Protection Act
8 101 (2.37%) Derivative
9 93 (2.19%) AI Agents
10 92 (2.16%) Data Structures
10 92 (2.16%) Onboarding
11 88 (2.07%) Security Posture
12 79 (1.86%) Enterprise Software
13 77 (1.81%) Hybrid Cloud
14 75 (1.76%) Public Cloud
15 69 (1.62%) Data Centre
16 68 (1.60%) Management Information System
17 63 (1.48%) Legacy Systems
18 57 (1.34%) Foreign Exchange (FX)
19 56 (1.32%) Hedge funds
Operating Systems
1 591 (13.89%) Linux
2 263 (6.18%) Windows
3 160 (3.76%) Unix
4 77 (1.81%) Red Hat Enterprise Linux
5 52 (1.22%) Windows Server
6 34 (0.80%) Android
6 34 (0.80%) Ubuntu
7 29 (0.68%) VMS
8 24 (0.56%) CentOS
9 19 (0.45%) Apple iOS
10 15 (0.35%) Mac OS
11 14 (0.33%) Solaris
12 10 (0.24%) AIX
13 9 (0.21%) Kali Linux
13 9 (0.21%) Windows 7
14 5 (0.12%) Debian
14 5 (0.12%) zOS
15 4 (0.094%) Amazon Linux
16 3 (0.071%) Embedded Linux
16 3 (0.071%) Robot Operating System
Processes & Methodologies
1 1,558 (36.62%) CI/CD
2 1,216 (28.58%) DevOps
3 1,010 (23.74%) Agile
4 944 (22.19%) AI
5 927 (21.79%) Problem-Solving
6 882 (20.73%) Analytics
7 734 (17.25%) Infrastructure as Code
8 711 (16.71%) Machine Learning
9 687 (16.15%) Data Pipeline
10 661 (15.53%) Containerisation
11 609 (14.31%) Data Engineering
12 586 (13.77%) ETL
13 579 (13.61%) Data Modelling
14 529 (12.43%) Data Science
15 525 (12.34%) Software Engineering
16 506 (11.89%) Test Automation
17 430 (10.11%) Business Intelligence
18 407 (9.57%) Observability
19 376 (8.84%) LLM
20 320 (7.52%) Data Governance
Programming Languages
1 1,392 (32.71%) SQL
2 630 (14.81%) Java
3 542 (12.74%) PowerShell
4 501 (11.77%) Bash
5 425 (9.99%) JavaScript
6 291 (6.84%) TypeScript
7 282 (6.63%) C#
8 206 (4.84%) Go
9 149 (3.50%) C++
10 131 (3.08%) R
11 108 (2.54%) Scala
12 103 (2.42%) Shell Script
13 84 (1.97%) Perl
14 77 (1.81%) Ruby
15 64 (1.50%) Bicep
16 56 (1.32%) Kusto Query Language
17 46 (1.08%) C
18 44 (1.03%) VBA
19 41 (0.96%) Data Analysis Expressions
20 36 (0.85%) PHP
Qualifications
1 971 (22.82%) Security Cleared
2 771 (18.12%) SC Cleared
3 395 (9.28%) Degree
4 191 (4.49%) Computer Science Degree
5 132 (3.10%) DV Cleared
6 104 (2.44%) Master's Degree
7 99 (2.33%) AWS Certification
8 88 (2.07%) Azure Certification
9 87 (2.04%) CISSP
10 86 (2.02%) BPSS Clearance
11 61 (1.43%) Cisco Certification
12 46 (1.08%) CCNP
13 43 (1.01%) CISM
14 41 (0.96%) PhD
15 30 (0.71%) Microsoft Certification
16 29 (0.68%) Microsoft Certified Professional
17 27 (0.63%) AWS Certified Solutions Architect
18 26 (0.61%) CEH
18 26 (0.61%) VMware Certified Professional (VCP)
19 25 (0.59%) CCIE
Quality Assurance & Compliance
1 395 (9.28%) Data Quality
2 179 (4.21%) QA
3 162 (3.81%) GDPR
4 97 (2.28%) NIST
5 78 (1.83%) ISO/IEC 27001
6 50 (1.18%) Accessibility
7 27 (0.63%) Sarbanes-Oxley
8 25 (0.59%) PCI DSS
9 24 (0.56%) SLA
10 22 (0.52%) HIPAA
11 21 (0.49%) NCSC
12 13 (0.31%) Actionable Recommendations
13 12 (0.28%) EU AI Act
13 12 (0.28%) WCAG
14 11 (0.26%) SOC 2
15 10 (0.24%) MiFID
15 10 (0.24%) PSD2
16 9 (0.21%) Cyber Essentials
16 9 (0.21%) EMIR
17 7 (0.16%) PMO
System Software
1 823 (19.34%) Docker
2 161 (3.78%) Active Directory
3 102 (2.40%) VMware Infrastructure
4 48 (1.13%) Virtual Machines
4 48 (1.13%) vSphere
5 40 (0.94%) VMware NSX
6 22 (0.52%) Firmware
7 20 (0.47%) Hyper-V
8 15 (0.35%) KVM
9 11 (0.26%) VMware ESXi
10 10 (0.24%) HDFS
10 10 (0.24%) Slurm Workload Manager
11 9 (0.21%) GPFS
11 9 (0.21%) Lustre
12 5 (0.12%) Postfix
13 4 (0.094%) Active Directory Lightweight Directory Services
13 4 (0.094%) NFS
13 4 (0.094%) Squid
13 4 (0.094%) Virtual Servers
14 3 (0.071%) Virtual Desktop
Systems Management
1 920 (21.62%) Terraform
2 911 (21.41%) Kubernetes
3 463 (10.88%) Ansible
4 280 (6.58%) Grafana
5 258 (6.06%) Prometheus
6 84 (1.97%) Argo
7 72 (1.69%) Puppet
8 42 (0.99%) Istio
9 37 (0.87%) Kibana
10 35 (0.82%) Nessus
11 31 (0.73%) vCenter Server
12 28 (0.66%) Progress Chef
13 26 (0.61%) Control-M
14 24 (0.56%) IBM Guardium
15 23 (0.54%) Single Sign-On
16 20 (0.47%) Microsoft Intune
17 19 (0.45%) Rancher
18 16 (0.38%) ITRS Geneos
18 16 (0.38%) Kubeflow
18 16 (0.38%) vRealize
Vendors
1 538 (12.64%) Microsoft
2 436 (10.25%) Databricks
3 254 (5.97%) Google
4 202 (4.75%) Splunk
5 189 (4.44%) Oracle
6 169 (3.97%) VMware
7 132 (3.10%) Red Hat
8 104 (2.44%) OpenAI
9 100 (2.35%) Cisco
10 92 (2.16%) ServiceNow
11 82 (1.93%) CyberArk
12 73 (1.72%) Foundry
13 66 (1.55%) BeyondTrust
14 57 (1.34%) F5
15 51 (1.20%) Palo Alto
16 47 (1.10%) Informatica
17 43 (1.01%) IBM
18 38 (0.89%) Atlassian
19 37 (0.87%) SAP
20 36 (0.85%) Dynatrace