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

6 months to
23 Jul 2026
Same period 2025 Same period 2024
Rank 14 10 14
Rank change year-on-year -4 +4 -2
Contract jobs citing Python 4,734 3,551 3,545
As % of all contract jobs in England 10.55% 12.99% 10.08%
As % of the Programming Languages category 39.87% 39.32% 32.36%
Number of daily rates quoted 3,125 2,455 2,648
10th Percentile £374 £363 £375
25th Percentile £438 £435 £463
Median daily rate (50th Percentile) £535 £550 £575
Median % change year-on-year -2.73% -4.35% -4.17%
75th Percentile £638 £675 £720
90th Percentile £750 £804 £850
UK median daily rate £525 £530 £563
% change year-on-year -0.94% -5.78% -6.25%
Number of hourly rates quoted 109 60 100
10th Percentile £28.50 £33.52 £22.00
25th Percentile £42.50 £36.25 £41.06
Median hourly rate £57.50 £50.72 £66.00
Median % change year-on-year +13.37% -23.15% +1.15%
75th Percentile £77.50 £58.75 £71.88
90th Percentile £88.75 £75.37 £77.50
UK median hourly rate £55.00 £50.00 £60.00
% change year-on-year +10.00% -16.67% -7.69%

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 11,873 9,030 10,954
As % of all contract IT jobs advertised in England 26.46% 33.02% 31.14%
Number of daily rates quoted 7,704 6,213 7,885
10th Percentile £363 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £515 £545
Median % change year-on-year +1.02% -5.50% -0.91%
75th Percentile £625 £638 £650
90th Percentile £738 £775 £788
UK median daily rate £513 £503 £525
% change year-on-year +1.99% -4.29% -4.55%
Number of hourly rates quoted 480 230 402
10th Percentile £34.01 £29.07 £35.00
25th Percentile £53.88 £39.25 £52.50
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £82.25 £83.11 £77.50
UK median hourly rate £65.00 £56.75 £62.75
% change year-on-year +14.54% -9.56% +3.51%

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 23 July 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 23 July 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 23 July 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 -4 2,721 £565 -1.74% 1,657
North of England +3 772 £490 +3.16% 409
South East -11 440 £538 +7.50% 493
Yorkshire +2 411 £500 +2.30% 124
North West +4 286 £525 +10.53% 214
South West -1 284 £500 -5.88% 207
Midlands -14 256 £469 +4.22% 190
West Midlands -11 206 £463 +2.78% 104
East of England -13 136 £500 -0.50% 171
North East 0 86 £425 -2.86% 76
East Midlands -10 49 £488 +8.75% 85
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
1 252 (5.32%) Apache Spark
2 236 (4.99%) Apache Airflow
3 179 (3.78%) Apache
4 157 (3.32%) Confluence
5 48 (1.01%) Jupyter
6 45 (0.95%) SAS
7 42 (0.89%) SharePoint
8 21 (0.44%) OpenStack
9 17 (0.36%) Palantir Foundry
10 16 (0.34%) ArcGIS
11 15 (0.32%) nginx
12 14 (0.30%) Microsoft Exchange
13 11 (0.23%) IIS
14 9 (0.19%) CMS
15 8 (0.17%) Apache Superset
16 7 (0.15%) Camunda
17 6 (0.13%) CICS
17 6 (0.13%) Tomcat
18 5 (0.11%) WebSphere
18 5 (0.11%) WebSphere Application Server
Applications
1 105 (2.22%) Microsoft Excel
2 26 (0.55%) Chatbot
3 25 (0.53%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 19 (0.40%) Spreadsheet
6 17 (0.36%) CPLEX
7 16 (0.34%) MS Visio
8 3 (0.063%) Microsoft Project
9 1 (0.021%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 24 (0.51%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 11 (0.23%) Remedy ITSM
4 8 (0.17%) Oracle EBS
5 7 (0.15%) Dynamics CRM
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
7 5 (0.11%) BambooHR
7 5 (0.11%) Sage X3
8 4 (0.084%) Oracle ERP
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
10 2 (0.042%) Endur
10 2 (0.042%) Fidessa
10 2 (0.042%) Front Arena
10 2 (0.042%) Global One
10 2 (0.042%) IBM Planning Analytics
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Remedy AR System
10 2 (0.042%) Teamcenter
Cloud Services
1 1,794 (37.90%) AWS
2 1,623 (34.28%) Azure
3 698 (14.74%) GCP
4 556 (11.74%) GitHub
5 444 (9.38%) Power Platform
6 397 (8.39%) Serverless
7 355 (7.50%) Amazon S3
8 351 (7.41%) Azure DevOps
9 322 (6.80%) GitHub Actions
10 300 (6.34%) AWS Lambda
11 242 (5.11%) Snowflake
12 221 (4.67%) Azure Data Factory
13 201 (4.25%) dbt
14 147 (3.11%) AWS CloudFormation
15 141 (2.98%) Azure Synapse Analytics
16 139 (2.94%) Amazon EKS
17 138 (2.92%) Amazon CloudWatch
18 135 (2.85%) OpenShift
19 113 (2.39%) Entra ID
20 107 (2.26%) Amazon EC2
Communications & Networking
1 238 (5.03%) Firewall
2 165 (3.49%) DNS
3 127 (2.68%) TCP/IP
4 113 (2.39%) BGP
5 106 (2.24%) WAN
6 105 (2.22%) VPN
7 96 (2.03%) Network Security
8 69 (1.46%) OSPF
9 57 (1.20%) DHCP
10 52 (1.10%) VLAN
11 50 (1.06%) SD-WAN
12 49 (1.04%) BIG-IP
13 46 (0.97%) VXLAN
14 43 (0.91%) HTTP
15 41 (0.87%) F5 BIG-IP LTM
16 37 (0.78%) MPLS
16 37 (0.78%) SAN
16 37 (0.78%) SNMP
16 37 (0.78%) SSL
17 35 (0.74%) Ethernet VPN
Database & Business Intelligence
1 393 (8.30%) Power BI
2 292 (6.17%) PostgreSQL
3 282 (5.96%) Data Warehouse
4 208 (4.39%) SQL Server
5 182 (3.84%) Tableau
6 175 (3.70%) Data Lake
7 151 (3.19%) NoSQL
8 150 (3.17%) Metadata
9 146 (3.08%) Relational Database
10 136 (2.87%) BigQuery
11 120 (2.53%) Amazon Redshift
12 119 (2.51%) Big Data
13 113 (2.39%) Amazon Athena
14 106 (2.24%) Delta Lake
15 95 (2.01%) MongoDB
16 93 (1.96%) Amazon RDS
17 85 (1.80%) DynamoDB
18 61 (1.29%) Snowflake Schema
19 58 (1.23%) Redis
20 57 (1.20%) MySQL
Development Applications
1 560 (11.83%) Git
2 412 (8.70%) Jenkins
3 338 (7.14%) GitLab
4 268 (5.66%) JIRA
5 64 (1.35%) Selenium
6 57 (1.20%) MLflow
7 38 (0.80%) Bitbucket
8 36 (0.76%) Postman
9 30 (0.63%) JMeter
10 29 (0.61%) Artifactory
10 29 (0.61%) SonarQube
11 28 (0.59%) Cucumber
12 26 (0.55%) Cypress.io
13 23 (0.49%) Maven
13 23 (0.49%) Sonatype Nexus
14 22 (0.46%) REST Assured
15 21 (0.44%) Gatling
15 21 (0.44%) JUnit
16 17 (0.36%) Zephyr
17 16 (0.34%) Claude Code
General
1 1,042 (22.01%) Finance
2 1,025 (21.65%) Social Skills
3 681 (14.39%) Analytical Skills
4 471 (9.95%) Public Sector
5 371 (7.84%) Banking
6 188 (3.97%) Front Office
7 107 (2.26%) Documentation Skills
8 101 (2.13%) Investment Banking
9 90 (1.90%) Retail
10 88 (1.86%) Inclusion and Diversity
11 73 (1.54%) Marketing
12 61 (1.29%) Telecoms
13 58 (1.23%) Pharmaceutical
14 43 (0.91%) Legal
14 43 (0.91%) Publishing
15 42 (0.89%) Financial Institution
15 42 (0.89%) Military
16 37 (0.78%) Influencing Skills
17 31 (0.65%) Aerospace
18 30 (0.63%) Manufacturing
Job Titles
1 797 (16.84%) Developer
2 759 (16.03%) Senior
3 726 (15.34%) Data Engineer
4 406 (8.58%) Python Developer
5 402 (8.49%) Lead
6 276 (5.83%) DevOps Engineer
7 274 (5.79%) Python Engineer
8 267 (5.64%) Software Engineer
9 251 (5.30%) Analyst
10 250 (5.28%) Architect
11 215 (4.54%) Artificial Intelligence Engineer
12 184 (3.89%) AWS Engineer
12 184 (3.89%) Data Scientist
13 153 (3.23%) Senior Developer
14 146 (3.08%) Senior Data Engineer
15 144 (3.04%) Platform Engineer
16 141 (2.98%) Azure Engineer
17 135 (2.85%) Cloud Engineer
18 131 (2.77%) Data Analyst
19 114 (2.41%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 355 (7.50%) REST
2 314 (6.63%) React
3 311 (6.57%) Kafka
4 309 (6.53%) PySpark
5 200 (4.22%) .NET
6 180 (3.80%) Node.js
7 179 (3.78%) JSON
8 167 (3.53%) Pandas
9 166 (3.51%) FastAPI
10 161 (3.40%) RESTful
11 150 (3.17%) Django
12 129 (2.72%) PyTorch
13 122 (2.58%) LangChain
14 98 (2.07%) NumPy
15 95 (2.01%) scikit-learn
16 91 (1.92%) TensorFlow
17 90 (1.90%) Spring
18 89 (1.88%) Flask
18 89 (1.88%) OpenTelemetry
19 88 (1.86%) YAML
Miscellaneous
1 638 (13.48%) Cloud Native
2 267 (5.64%) Distributed Systems
3 172 (3.63%) Onboarding
4 165 (3.49%) AI Agents
5 143 (3.02%) Data Centre
6 126 (2.66%) Product Ownership
7 123 (2.60%) Algorithms
8 113 (2.39%) Data Structures
8 113 (2.39%) Hybrid Cloud
9 110 (2.32%) Legacy Systems
10 103 (2.18%) Data Protection Act
10 103 (2.18%) Fixed Income
11 102 (2.15%) Derivative
12 94 (1.99%) Equities
13 83 (1.75%) Management Information System
14 78 (1.65%) Security Posture
15 53 (1.12%) Public Cloud
16 52 (1.10%) Self-Motivation
17 51 (1.08%) PKI
18 49 (1.04%) Enterprise Software
Operating Systems
1 585 (12.36%) Linux
2 289 (6.10%) Windows
3 183 (3.87%) Unix
4 113 (2.39%) Red Hat Enterprise Linux
5 64 (1.35%) Windows Server
6 38 (0.80%) Ubuntu
7 27 (0.57%) AIX
7 27 (0.57%) VMS
8 21 (0.44%) Android
9 14 (0.30%) Apple iOS
9 14 (0.30%) Solaris
10 13 (0.27%) CentOS
11 11 (0.23%) zOS
12 8 (0.17%) Mac OS
13 7 (0.15%) Windows Server 2019
14 6 (0.13%) Amazon Linux
14 6 (0.13%) Debian
14 6 (0.13%) Embedded Linux
15 5 (0.11%) Rocky
16 4 (0.084%) Windows 10
Processes & Methodologies
1 1,791 (37.83%) CI/CD
2 1,336 (28.22%) DevOps
3 1,169 (24.69%) AI
4 1,064 (22.48%) Agile
5 1,013 (21.40%) Analytics
6 894 (18.88%) Infrastructure as Code
7 862 (18.21%) Data Pipeline
8 782 (16.52%) Problem-Solving
9 745 (15.74%) Machine Learning
10 710 (15.00%) Data Engineering
11 700 (14.79%) Software Engineering
12 640 (13.52%) Data Modelling
13 636 (13.43%) Containerisation
14 583 (12.32%) ETL
15 551 (11.64%) Data Science
16 535 (11.30%) Observability
17 478 (10.10%) Test Automation
18 466 (9.84%) Business Intelligence
19 449 (9.48%) Continuous Improvement
20 434 (9.17%) Validation
Programming Languages
1 1,573 (33.23%) SQL
2 693 (14.64%) Java
3 620 (13.10%) PowerShell
4 607 (12.82%) Bash
5 370 (7.82%) JavaScript
6 340 (7.18%) TypeScript
7 274 (5.79%) C#
8 186 (3.93%) Go
9 142 (3.00%) R
10 109 (2.30%) C++
11 105 (2.22%) Scala
12 102 (2.15%) Shell Script
13 93 (1.96%) Bicep
14 55 (1.16%) Rust
15 51 (1.08%) C
15 51 (1.08%) Groovy
15 51 (1.08%) Perl
15 51 (1.08%) PL/SQL
16 47 (0.99%) Ruby
17 46 (0.97%) Data Analysis Expressions
Qualifications
1 1,047 (22.12%) Security Cleared
2 827 (17.47%) SC Cleared
3 379 (8.01%) Degree
4 173 (3.65%) DV Cleared
5 134 (2.83%) Computer Science Degree
6 111 (2.34%) Azure Certification
7 109 (2.30%) AWS Certification
8 103 (2.18%) BPSS Clearance
9 83 (1.75%) CISSP
10 79 (1.67%) Cisco Certification
11 68 (1.44%) Master's Degree
12 50 (1.06%) CCNP
13 38 (0.80%) Microsoft Certification
13 38 (0.80%) PhD
14 35 (0.74%) CISM
15 33 (0.70%) VMware Certified Professional (VCP)
16 29 (0.61%) CCIE
17 26 (0.55%) AWS Certified Solutions Architect
18 23 (0.49%) DBS Check
19 22 (0.46%) CCNA
Quality Assurance & Compliance
1 491 (10.37%) Data Quality
2 211 (4.46%) QA
3 111 (2.34%) GDPR
4 102 (2.15%) NIST
5 99 (2.09%) ISO/IEC 27001
6 75 (1.58%) Accessibility
7 27 (0.57%) WCAG
8 25 (0.53%) SLA
9 22 (0.46%) NCSC
10 20 (0.42%) Sarbanes-Oxley
11 19 (0.40%) Actionable Recommendations
11 19 (0.40%) PCI DSS
12 18 (0.38%) HIPAA
13 10 (0.21%) California Consumer Privacy Act
14 9 (0.19%) SOC 2
15 8 (0.17%) GRC
16 7 (0.15%) Cyber Essentials
16 7 (0.15%) ISO 20022
17 5 (0.11%) HL7
17 5 (0.11%) PMO
System Software
1 769 (16.24%) Docker
2 134 (2.83%) Active Directory
3 107 (2.26%) VMware Infrastructure
4 65 (1.37%) Virtual Machines
5 42 (0.89%) vSphere
6 35 (0.74%) VMware NSX
7 32 (0.68%) Hyper-V
8 29 (0.61%) Firmware
9 22 (0.46%) VMware ESXi
10 14 (0.30%) NFS
11 12 (0.25%) KVM
12 10 (0.21%) Oracle RAC
13 9 (0.19%) Squid
13 9 (0.19%) Virtual Desktop
14 7 (0.15%) HDFS
14 7 (0.15%) Postfix
15 6 (0.13%) PowerHA
16 5 (0.11%) SRDF
17 4 (0.084%) Ceph
17 4 (0.084%) Varnish
Systems Management
1 1,068 (22.56%) Terraform
2 895 (18.91%) Kubernetes
3 523 (11.05%) Ansible
4 288 (6.08%) Grafana
5 231 (4.88%) Prometheus
6 73 (1.54%) Puppet
7 64 (1.35%) Argo
8 50 (1.06%) Progress Chef
9 37 (0.78%) vCenter Server
10 25 (0.53%) Control-M
10 25 (0.53%) Istio
10 25 (0.53%) Microsoft Intune
11 23 (0.49%) Kibana
11 23 (0.49%) Nessus
11 23 (0.49%) ZABBIX
12 22 (0.46%) Nagios
13 21 (0.44%) vRealize
14 17 (0.36%) HAProxy
14 17 (0.36%) Single Sign-On
14 17 (0.36%) Tivoli
Vendors
1 563 (11.89%) Microsoft
2 474 (10.01%) Databricks
3 261 (5.51%) Google
4 206 (4.35%) Oracle
5 184 (3.89%) Splunk
6 138 (2.92%) VMware
7 129 (2.72%) Cisco
8 123 (2.60%) OpenAI
9 103 (2.18%) ServiceNow
10 91 (1.92%) Red Hat
11 88 (1.86%) F5
12 84 (1.77%) Palo Alto
13 82 (1.73%) Dynatrace
14 67 (1.42%) Fortinet
15 66 (1.39%) IBM
16 65 (1.37%) Informatica
17 64 (1.35%) CyberArk
18 55 (1.16%) Foundry
19 52 (1.10%) Arista
20 48 (1.01%) SAP