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

6 months to
21 Jul 2026
Same period 2025 Same period 2024
Rank 14 10 14
Rank change year-on-year -4 +4 -2
Contract jobs citing Python 4,726 3,533 3,540
As % of all contract jobs in England 10.54% 12.96% 10.01%
As % of the Programming Languages category 39.84% 39.20% 32.22%
Number of daily rates quoted 3,128 2,446 2,642
10th Percentile £368 £364 £375
25th Percentile £438 £438 £463
Median daily rate (50th Percentile) £534 £550 £575
Median % change year-on-year -2.89% -4.35% -4.17%
75th Percentile £638 £675 £725
90th Percentile £750 £809 £850
UK median daily rate £525 £537 £564
% change year-on-year -2.23% -4.75% -6.04%
Number of hourly rates quoted 106 58 101
10th Percentile £29.25 £32.74 £22.00
25th Percentile £42.83 £36.25 £41.25
Median hourly rate £57.50 £50.00 £65.00
Median % change year-on-year +15.00% -23.08% -0.38%
75th Percentile £77.50 £58.75 £71.88
90th Percentile £88.75 £75.00 £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 11,861 9,013 10,986
As % of all contract IT jobs advertised in England 26.45% 33.07% 31.05%
Number of daily rates quoted 7,696 6,195 7,904
10th Percentile £363 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £520 £545
Median % change year-on-year +0.05% -4.63% -0.91%
75th Percentile £621 £638 £650
90th Percentile £738 £775 £788
UK median daily rate £513 £505 £525
% change year-on-year +1.49% -3.81% -4.55%
Number of hourly rates quoted 487 228 408
10th Percentile £34.01 £29.07 £35.37
25th Percentile £55.00 £38.97 £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 £80.89 £77.50
UK median hourly rate £65.00 £56.75 £62.50
% change year-on-year +14.54% -9.20% +3.09%

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 21 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 21 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 21 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 2,710 £563 -2.17% 1,431
North of England +4 779 £488 +1.56% 383
South East -10 437 £538 +7.50% 477
Yorkshire +2 414 £500 +2.04% 111
North West +5 290 £525 +10.53% 206
South West -1 285 £500 -9.09% 187
Midlands -11 259 £473 +5.00% 179
West Midlands -13 208 £469 +4.22% 95
East of England -14 133 £500 -0.50% 162
North East +2 88 £425 -2.86% 70
East Midlands -9 50 £481 +7.19% 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
1 249 (5.27%) Apache Spark
2 238 (5.04%) Apache Airflow
3 176 (3.72%) Apache
4 148 (3.13%) Confluence
5 48 (1.02%) SAS
6 47 (0.99%) Jupyter
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 6 (0.13%) Camunda
16 6 (0.13%) CICS
16 6 (0.13%) Tomcat
17 5 (0.11%) WebSphere
17 5 (0.11%) WebSphere Application Server
Applications
1 105 (2.22%) Microsoft Excel
2 27 (0.57%) Chatbot
3 26 (0.55%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 19 (0.40%) Spreadsheet
6 16 (0.34%) MS Visio
7 15 (0.32%) CPLEX
8 2 (0.042%) 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 (0.085%) 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%) Oracle Assets
10 2 (0.042%) Orchestrade
10 2 (0.042%) Remedy AR System
10 2 (0.042%) Teamcenter
Cloud Services
1 1,801 (38.11%) AWS
2 1,617 (34.21%) Azure
3 697 (14.75%) GCP
4 554 (11.72%) GitHub
5 444 (9.39%) Power Platform
6 397 (8.40%) Serverless
7 357 (7.55%) Amazon S3
8 344 (7.28%) Azure DevOps
9 320 (6.77%) GitHub Actions
10 299 (6.33%) AWS Lambda
11 245 (5.18%) Snowflake
12 219 (4.63%) Azure Data Factory
13 201 (4.25%) dbt
14 148 (3.13%) AWS CloudFormation
15 139 (2.94%) Amazon EKS
15 139 (2.94%) Azure Synapse Analytics
16 138 (2.92%) Amazon CloudWatch
17 137 (2.90%) OpenShift
18 107 (2.26%) Amazon EC2
19 106 (2.24%) Entra ID
Communications & Networking
1 234 (4.95%) Firewall
2 164 (3.47%) DNS
3 124 (2.62%) TCP/IP
4 112 (2.37%) BGP
5 106 (2.24%) WAN
6 103 (2.18%) VPN
7 96 (2.03%) Network Security
8 68 (1.44%) OSPF
9 54 (1.14%) DHCP
10 51 (1.08%) VLAN
11 50 (1.06%) BIG-IP
12 48 (1.02%) SD-WAN
13 45 (0.95%) HTTP
13 45 (0.95%) VXLAN
14 41 (0.87%) F5 BIG-IP LTM
15 37 (0.78%) MPLS
15 37 (0.78%) SAN
15 37 (0.78%) SNMP
15 37 (0.78%) SSL
16 36 (0.76%) LAN
Database & Business Intelligence
1 391 (8.27%) Power BI
2 297 (6.28%) PostgreSQL
3 284 (6.01%) Data Warehouse
4 210 (4.44%) SQL Server
5 184 (3.89%) Tableau
6 174 (3.68%) Data Lake
7 151 (3.20%) Metadata
8 144 (3.05%) NoSQL
8 144 (3.05%) Relational Database
9 135 (2.86%) BigQuery
10 120 (2.54%) Amazon Redshift
10 120 (2.54%) Big Data
11 113 (2.39%) Amazon Athena
12 108 (2.29%) Delta Lake
13 94 (1.99%) MongoDB
14 93 (1.97%) Amazon RDS
15 85 (1.80%) DynamoDB
16 63 (1.33%) Snowflake Schema
17 57 (1.21%) MySQL
18 55 (1.16%) Hadoop
Development Applications
1 553 (11.70%) Git
2 406 (8.59%) Jenkins
3 335 (7.09%) GitLab
4 264 (5.59%) JIRA
5 64 (1.35%) Selenium
6 57 (1.21%) MLflow
7 37 (0.78%) Bitbucket
8 35 (0.74%) 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%) REST Assured
14 21 (0.44%) Gatling
14 21 (0.44%) JUnit
15 20 (0.42%) Sonatype Nexus
16 16 (0.34%) Zephyr
17 15 (0.32%) Claude Code
General
1 1,033 (21.86%) Finance
2 1,022 (21.63%) Social Skills
3 676 (14.30%) Analytical Skills
4 464 (9.82%) Public Sector
5 370 (7.83%) Banking
6 189 (4.00%) Front Office
7 106 (2.24%) Documentation Skills
8 102 (2.16%) Investment Banking
9 90 (1.90%) Retail
10 88 (1.86%) Inclusion and Diversity
11 74 (1.57%) Marketing
12 58 (1.23%) Pharmaceutical
13 57 (1.21%) Telecoms
14 44 (0.93%) Legal
15 43 (0.91%) Financial Institution
15 43 (0.91%) Publishing
16 42 (0.89%) Military
17 37 (0.78%) Influencing Skills
18 28 (0.59%) Aerospace
19 27 (0.57%) Manufacturing
Job Titles
1 799 (16.91%) Developer
2 749 (15.85%) Senior
3 724 (15.32%) Data Engineer
4 410 (8.68%) Python Developer
5 397 (8.40%) Lead
6 278 (5.88%) DevOps Engineer
7 272 (5.76%) Python Engineer
8 262 (5.54%) Software Engineer
9 258 (5.46%) Architect
10 252 (5.33%) Analyst
11 212 (4.49%) Artificial Intelligence Engineer
12 186 (3.94%) AWS Engineer
13 182 (3.85%) Data Scientist
14 153 (3.24%) Senior Developer
15 145 (3.07%) Senior Data Engineer
16 142 (3.00%) Platform Engineer
17 140 (2.96%) Azure Engineer
18 137 (2.90%) Cloud Engineer
19 130 (2.75%) Data Analyst
20 110 (2.33%) Security Engineer
Libraries, Frameworks & Software Standards
1 343 (7.26%) REST
2 311 (6.58%) Kafka
2 311 (6.58%) React
3 307 (6.50%) PySpark
4 200 (4.23%) .NET
5 179 (3.79%) Node.js
6 175 (3.70%) JSON
7 166 (3.51%) Pandas
8 164 (3.47%) FastAPI
9 157 (3.32%) RESTful
10 151 (3.20%) Django
11 131 (2.77%) PyTorch
12 120 (2.54%) LangChain
13 98 (2.07%) NumPy
14 96 (2.03%) scikit-learn
15 91 (1.93%) TensorFlow
16 90 (1.90%) OpenTelemetry
17 89 (1.88%) Spring
18 88 (1.86%) Flask
19 87 (1.84%) YAML
Miscellaneous
1 635 (13.44%) Cloud Native
2 263 (5.56%) Distributed Systems
3 167 (3.53%) Onboarding
4 164 (3.47%) AI Agents
5 142 (3.00%) Data Centre
6 123 (2.60%) Product Ownership
7 121 (2.56%) Algorithms
8 109 (2.31%) Hybrid Cloud
8 109 (2.31%) Legacy Systems
9 105 (2.22%) Data Protection Act
9 105 (2.22%) Data Structures
10 104 (2.20%) Fixed Income
11 101 (2.14%) Derivative
12 92 (1.95%) Equities
13 82 (1.74%) Management Information System
14 79 (1.67%) Security Posture
15 52 (1.10%) Public Cloud
15 52 (1.10%) Self-Motivation
16 49 (1.04%) PKI
17 48 (1.02%) Greenfield Project
Operating Systems
1 578 (12.23%) Linux
2 283 (5.99%) Windows
3 181 (3.83%) Unix
4 112 (2.37%) Red Hat Enterprise Linux
5 63 (1.33%) Windows Server
6 35 (0.74%) Ubuntu
7 27 (0.57%) AIX
7 27 (0.57%) VMS
8 22 (0.47%) Android
9 15 (0.32%) Apple iOS
10 14 (0.30%) Solaris
11 13 (0.28%) CentOS
12 11 (0.23%) zOS
13 8 (0.17%) Mac OS
14 7 (0.15%) Windows Server 2019
15 6 (0.13%) Amazon Linux
15 6 (0.13%) Debian
15 6 (0.13%) Embedded Linux
16 5 (0.11%) Rocky
17 4 (0.085%) Windows 10
Processes & Methodologies
1 1,785 (37.77%) CI/CD
2 1,320 (27.93%) DevOps
3 1,164 (24.63%) AI
4 1,065 (22.53%) Agile
5 999 (21.14%) Analytics
6 889 (18.81%) Infrastructure as Code
7 863 (18.26%) Data Pipeline
8 780 (16.50%) Problem-Solving
9 743 (15.72%) Machine Learning
10 711 (15.04%) Data Engineering
11 691 (14.62%) Software Engineering
12 637 (13.48%) Containerisation
13 635 (13.44%) Data Modelling
14 586 (12.40%) ETL
15 546 (11.55%) Data Science
16 531 (11.24%) Observability
17 473 (10.01%) Test Automation
18 461 (9.75%) Business Intelligence
19 443 (9.37%) Continuous Improvement
20 425 (8.99%) Validation
Programming Languages
1 1,565 (33.11%) SQL
2 694 (14.68%) Java
3 609 (12.89%) PowerShell
4 598 (12.65%) Bash
5 369 (7.81%) JavaScript
6 339 (7.17%) TypeScript
7 275 (5.82%) C#
8 186 (3.94%) Go
9 143 (3.03%) R
10 109 (2.31%) C++
11 108 (2.29%) Scala
12 102 (2.16%) Shell Script
13 87 (1.84%) Bicep
14 53 (1.12%) Rust
15 52 (1.10%) C
16 51 (1.08%) PL/SQL
17 50 (1.06%) Groovy
18 49 (1.04%) Perl
19 47 (0.99%) Data Analysis Expressions
19 47 (0.99%) Ruby
Qualifications
1 1,042 (22.05%) Security Cleared
2 822 (17.39%) SC Cleared
3 374 (7.91%) Degree
4 170 (3.60%) DV Cleared
5 135 (2.86%) Computer Science Degree
6 112 (2.37%) AWS Certification
7 108 (2.29%) Azure Certification
8 105 (2.22%) BPSS Clearance
9 85 (1.80%) CISSP
10 76 (1.61%) Cisco Certification
11 66 (1.40%) Master's Degree
12 48 (1.02%) CCNP
13 36 (0.76%) CISM
13 36 (0.76%) Microsoft Certification
14 33 (0.70%) PhD
15 32 (0.68%) VMware Certified Professional (VCP)
16 28 (0.59%) CCIE
17 26 (0.55%) AWS Certified Solutions Architect
18 23 (0.49%) DBS Check
19 21 (0.44%) CCNA
Quality Assurance & Compliance
1 481 (10.18%) Data Quality
2 205 (4.34%) QA
3 111 (2.35%) GDPR
4 103 (2.18%) NIST
5 99 (2.09%) ISO/IEC 27001
6 74 (1.57%) Accessibility
7 26 (0.55%) WCAG
8 25 (0.53%) SLA
9 21 (0.44%) NCSC
9 21 (0.44%) PCI DSS
10 20 (0.42%) Sarbanes-Oxley
11 19 (0.40%) HIPAA
12 18 (0.38%) Actionable Recommendations
13 10 (0.21%) SOC 2
14 9 (0.19%) California Consumer Privacy Act
15 8 (0.17%) GRC
16 7 (0.15%) ISO 20022
17 6 (0.13%) Cyber Essentials
18 5 (0.11%) NIST 800
18 5 (0.11%) PMO
System Software
1 772 (16.34%) Docker
2 127 (2.69%) Active Directory
3 102 (2.16%) VMware Infrastructure
4 65 (1.38%) Virtual Machines
5 41 (0.87%) vSphere
6 36 (0.76%) VMware NSX
7 30 (0.63%) Hyper-V
8 29 (0.61%) Firmware
9 22 (0.47%) 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 (0.085%) Ceph
17 4 (0.085%) Varnish
Systems Management
1 1,064 (22.51%) Terraform
2 897 (18.98%) Kubernetes
3 518 (10.96%) Ansible
4 288 (6.09%) Grafana
5 233 (4.93%) Prometheus
6 72 (1.52%) Puppet
7 66 (1.40%) Argo
8 49 (1.04%) Progress Chef
9 37 (0.78%) vCenter Server
10 26 (0.55%) Control-M
11 25 (0.53%) Istio
12 24 (0.51%) Microsoft Intune
12 24 (0.51%) Nessus
13 23 (0.49%) Kibana
13 23 (0.49%) Nagios
13 23 (0.49%) ZABBIX
14 21 (0.44%) vRealize
15 18 (0.38%) IBM Guardium
16 17 (0.36%) HAProxy
16 17 (0.36%) Tivoli
Vendors
1 550 (11.64%) Microsoft
2 473 (10.01%) Databricks
3 262 (5.54%) Google
4 207 (4.38%) Oracle
5 185 (3.91%) Splunk
6 136 (2.88%) VMware
7 127 (2.69%) Cisco
8 122 (2.58%) OpenAI
9 104 (2.20%) ServiceNow
10 91 (1.93%) Red Hat
11 88 (1.86%) F5
12 83 (1.76%) Palo Alto
13 80 (1.69%) Dynatrace
14 67 (1.42%) Fortinet
14 67 (1.42%) IBM
15 65 (1.38%) Informatica
16 64 (1.35%) CyberArk
17 55 (1.16%) Foundry
18 54 (1.14%) Arista
19 48 (1.02%) SAP