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

6 months to
31 Jul 2026
Same period 2025 Same period 2024
Rank 14 10 14
Rank change year-on-year -4 +4 -2
Contract jobs citing Python 4,797 3,590 3,497
As % of all contract jobs in England 10.58% 13.05% 10.28%
As % of the Programming Languages category 40.07% 39.76% 32.74%
Number of daily rates quoted 3,171 2,485 2,602
10th Percentile £375 £363 £375
25th Percentile £446 £435 £463
Median daily rate (50th Percentile) £538 £550 £575
Median % change year-on-year -2.27% -4.35% -4.17%
75th Percentile £650 £669 £725
90th Percentile £750 £800 £850
UK median daily rate £525 £531 £575
% change year-on-year -1.06% -7.72% -4.17%
Number of hourly rates quoted 115 60 99
10th Percentile £30.20 £29.82 £22.00
25th Percentile £43.16 £36.19 £40.28
Median hourly rate £57.50 £51.97 £65.00
Median % change year-on-year +10.64% -20.05% -
75th Percentile £77.50 £58.81 £70.94
90th Percentile £88.75 £75.37 £77.50
UK median hourly rate £55.00 £50.00 £57.50
% change year-on-year +10.00% -13.04% -8.00%

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 11,972 9,029 10,682
As % of all contract IT jobs advertised in England 26.41% 32.81% 31.42%
Number of daily rates quoted 7,774 6,240 7,683
10th Percentile £363 £350 £354
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £523 £515 £550
Median % change year-on-year +1.46% -6.36% -
75th Percentile £625 £638 £651
90th Percentile £738 £768 £800
UK median daily rate £513 £501 £525
% change year-on-year +2.40% -4.67% -4.55%
Number of hourly rates quoted 493 228 370
10th Percentile £33.70 £29.07 £31.16
25th Percentile £53.53 £40.00 £52.50
Median hourly rate £65.00 £59.50 £65.00
Median % change year-on-year +9.24% -8.46% +5.94%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.16 £83.42 £78.08
UK median hourly rate £65.00 £57.50 £65.00
% change year-on-year +13.04% -11.54% +8.33%

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 31 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 31 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 31 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 2,767 £575 - 1,835
North of England +2 773 £500 +5.26% 426
South East -11 447 £538 +7.50% 494
Yorkshire +1 400 £500 +1.44% 121
North West +4 296 £525 +10.53% 226
South West -1 288 £503 -8.64% 236
Midlands -14 253 £477 +6.00% 189
West Midlands -14 202 £469 +4.22% 111
East of England -14 136 £500 -0.50% 177
North East -1 88 £425 -2.86% 85
East Midlands -8 50 £488 +11.93% 78
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 (5.25%) Apache Spark
2 248 (5.17%) Apache Airflow
3 188 (3.92%) Apache
4 154 (3.21%) Confluence
5 51 (1.06%) Jupyter
6 45 (0.94%) SAS
7 37 (0.77%) SharePoint
8 21 (0.44%) OpenStack
8 21 (0.44%) Palantir Foundry
9 18 (0.38%) ArcGIS
10 14 (0.29%) nginx
11 11 (0.23%) IIS
12 9 (0.19%) CMS
13 8 (0.17%) Apache Superset
14 6 (0.13%) CICS
14 6 (0.13%) Microsoft Exchange
14 6 (0.13%) Tomcat
15 5 (0.10%) Camunda
15 5 (0.10%) WebSphere
15 5 (0.10%) WebSphere Application Server
Applications
1 103 (2.15%) Microsoft Excel
2 27 (0.56%) Chatbot
3 23 (0.48%) Microsoft Office
4 20 (0.42%) Microsoft PowerPoint
5 19 (0.40%) Spreadsheet
6 17 (0.35%) CPLEX
7 16 (0.33%) MS Visio
8 3 (0.063%) Microsoft Project
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) Navisworks
9 1 (0.021%) OrCAD
9 1 (0.021%) Revit
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 24 (0.50%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 13 (0.27%) 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 (0.10%) BambooHR
7 5 (0.10%) Sage X3
8 4 (0.083%) Oracle ERP
8 4 (0.083%) Remedy AR System
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
9 3 (0.063%) Teamcenter
10 2 (0.042%) Bloomberg AIM
10 2 (0.042%) Front Arena
10 2 (0.042%) Global One
10 2 (0.042%) IBM Planning Analytics
10 2 (0.042%) Orchestrade
10 2 (0.042%) Workday HCM
Cloud Services
1 1,833 (38.21%) AWS
2 1,657 (34.54%) Azure
3 724 (15.09%) GCP
4 578 (12.05%) GitHub
5 442 (9.21%) Power Platform
6 392 (8.17%) Serverless
7 365 (7.61%) Azure DevOps
8 345 (7.19%) Amazon S3
9 339 (7.07%) GitHub Actions
10 296 (6.17%) AWS Lambda
11 250 (5.21%) Snowflake
12 219 (4.57%) Azure Data Factory
13 210 (4.38%) dbt
14 147 (3.06%) AWS CloudFormation
15 142 (2.96%) Amazon EKS
16 141 (2.94%) Azure Synapse Analytics
17 139 (2.90%) Amazon CloudWatch
18 127 (2.65%) OpenShift
19 112 (2.33%) Entra ID
20 107 (2.23%) Amazon EC2
Communications & Networking
1 248 (5.17%) Firewall
2 174 (3.63%) DNS
3 131 (2.73%) TCP/IP
4 110 (2.29%) BGP
5 106 (2.21%) VPN
6 101 (2.11%) WAN
7 95 (1.98%) Network Security
8 68 (1.42%) OSPF
9 66 (1.38%) DHCP
10 52 (1.08%) VLAN
11 51 (1.06%) SD-WAN
12 50 (1.04%) BIG-IP
13 46 (0.96%) VXLAN
14 43 (0.90%) HTTP
15 41 (0.85%) F5 BIG-IP LTM
16 39 (0.81%) SSL
17 38 (0.79%) SNMP
18 35 (0.73%) Ethernet VPN
18 35 (0.73%) SAN
19 34 (0.71%) MPLS
Database & Business Intelligence
1 399 (8.32%) Power BI
2 291 (6.07%) Data Warehouse
3 286 (5.96%) PostgreSQL
4 207 (4.32%) SQL Server
5 180 (3.75%) Tableau
6 172 (3.59%) Data Lake
7 155 (3.23%) Metadata
8 152 (3.17%) NoSQL
8 152 (3.17%) Relational Database
9 143 (2.98%) BigQuery
10 119 (2.48%) Amazon Redshift
11 118 (2.46%) Big Data
12 113 (2.36%) Amazon Athena
13 109 (2.27%) Delta Lake
14 95 (1.98%) Amazon RDS
15 94 (1.96%) MongoDB
16 85 (1.77%) DynamoDB
17 63 (1.31%) Snowflake Schema
18 58 (1.21%) MySQL
18 58 (1.21%) Redis
Development Applications
1 564 (11.76%) Git
2 419 (8.73%) Jenkins
3 354 (7.38%) GitLab
4 260 (5.42%) JIRA
5 66 (1.38%) Selenium
6 57 (1.19%) MLflow
7 40 (0.83%) Bitbucket
8 36 (0.75%) Postman
9 33 (0.69%) JMeter
10 29 (0.60%) Artifactory
10 29 (0.60%) SonarQube
11 27 (0.56%) Cucumber
11 27 (0.56%) Cypress.io
12 25 (0.52%) Sonatype Nexus
13 24 (0.50%) Gatling
13 24 (0.50%) REST Assured
14 23 (0.48%) Maven
15 20 (0.42%) JUnit
16 18 (0.38%) Claude Code
16 18 (0.38%) Zephyr
General
1 1,070 (22.31%) Finance
2 1,042 (21.72%) Social Skills
3 702 (14.63%) Analytical Skills
4 486 (10.13%) Public Sector
5 377 (7.86%) Banking
6 195 (4.07%) Front Office
7 103 (2.15%) Documentation Skills
7 103 (2.15%) Investment Banking
8 95 (1.98%) Retail
9 90 (1.88%) Inclusion and Diversity
10 75 (1.56%) Marketing
11 62 (1.29%) Telecoms
12 60 (1.25%) Pharmaceutical
13 48 (1.00%) Military
14 45 (0.94%) Financial Institution
14 45 (0.94%) Legal
15 42 (0.88%) Publishing
16 36 (0.75%) Influencing Skills
17 33 (0.69%) Aerospace
18 32 (0.67%) Manufacturing
Job Titles
1 797 (16.61%) Developer
2 782 (16.30%) Senior
3 733 (15.28%) Data Engineer
4 419 (8.73%) Lead
5 404 (8.42%) Python Developer
6 291 (6.07%) Python Engineer
7 283 (5.90%) Software Engineer
8 273 (5.69%) DevOps Engineer
9 254 (5.29%) Analyst
10 250 (5.21%) Architect
11 212 (4.42%) Artificial Intelligence Engineer
12 185 (3.86%) Data Scientist
13 183 (3.81%) AWS Engineer
14 155 (3.23%) Senior Developer
15 152 (3.17%) Senior Data Engineer
16 151 (3.15%) Platform Engineer
17 150 (3.13%) Cloud Engineer
18 142 (2.96%) Azure Engineer
19 131 (2.73%) Data Analyst
20 120 (2.50%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 361 (7.53%) REST
2 324 (6.75%) PySpark
3 315 (6.57%) Kafka
4 314 (6.55%) React
5 207 (4.32%) .NET
6 179 (3.73%) Node.js
7 176 (3.67%) JSON
8 164 (3.42%) FastAPI
8 164 (3.42%) Pandas
9 161 (3.36%) RESTful
10 154 (3.21%) Django
11 131 (2.73%) PyTorch
12 125 (2.61%) LangChain
13 99 (2.06%) NumPy
14 97 (2.02%) scikit-learn
15 94 (1.96%) Flask
16 93 (1.94%) Spring
16 93 (1.94%) TensorFlow
17 90 (1.88%) YAML
18 87 (1.81%) pytest
Miscellaneous
1 658 (13.72%) Cloud Native
2 275 (5.73%) Distributed Systems
3 180 (3.75%) AI Agents
4 178 (3.71%) Onboarding
5 146 (3.04%) Data Centre
6 127 (2.65%) Product Ownership
7 121 (2.52%) Algorithms
8 117 (2.44%) Data Structures
9 114 (2.38%) Hybrid Cloud
10 113 (2.36%) Legacy Systems
11 106 (2.21%) Derivative
12 103 (2.15%) Fixed Income
13 98 (2.04%) Data Protection Act
14 95 (1.98%) Equities
15 84 (1.75%) Management Information System
16 77 (1.61%) Security Posture
17 56 (1.17%) PKI
18 54 (1.13%) Public Cloud
19 53 (1.10%) Enterprise Software
20 52 (1.08%) Self-Motivation
Operating Systems
1 592 (12.34%) Linux
2 292 (6.09%) Windows
3 191 (3.98%) Unix
4 115 (2.40%) Red Hat Enterprise Linux
5 68 (1.42%) Windows Server
6 38 (0.79%) Ubuntu
7 28 (0.58%) AIX
8 24 (0.50%) VMS
9 20 (0.42%) Android
10 16 (0.33%) Solaris
11 13 (0.27%) CentOS
12 12 (0.25%) Apple iOS
13 11 (0.23%) zOS
14 7 (0.15%) 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 (0.10%) Rocky
16 5 (0.10%) Windows 10
Processes & Methodologies
1 1,829 (38.13%) CI/CD
2 1,364 (28.43%) DevOps
3 1,202 (25.06%) AI
4 1,083 (22.58%) Agile
5 1,029 (21.45%) Analytics
6 934 (19.47%) Infrastructure as Code
7 878 (18.30%) Data Pipeline
8 796 (16.59%) Problem-Solving
9 755 (15.74%) Machine Learning
10 733 (15.28%) Software Engineering
11 716 (14.93%) Data Engineering
12 654 (13.63%) Data Modelling
13 643 (13.40%) Containerisation
14 586 (12.22%) ETL
15 553 (11.53%) Observability
16 552 (11.51%) Data Science
17 491 (10.24%) Test Automation
18 472 (9.84%) Continuous Improvement
19 471 (9.82%) Business Intelligence
20 444 (9.26%) Validation
Programming Languages
1 1,601 (33.38%) SQL
2 715 (14.91%) Java
3 629 (13.11%) PowerShell
4 626 (13.05%) Bash
5 382 (7.96%) JavaScript
6 341 (7.11%) TypeScript
7 271 (5.65%) C#
8 185 (3.86%) Go
9 143 (2.98%) R
10 117 (2.44%) C++
11 108 (2.25%) Scala
12 104 (2.17%) Bicep
13 102 (2.13%) Shell Script
14 57 (1.19%) Rust
15 54 (1.13%) C
15 54 (1.13%) Perl
16 51 (1.06%) Groovy
17 50 (1.04%) PL/SQL
18 47 (0.98%) Data Analysis Expressions
18 47 (0.98%) Ruby
Qualifications
1 1,089 (22.70%) Security Cleared
2 870 (18.14%) SC Cleared
3 383 (7.98%) Degree
4 180 (3.75%) DV Cleared
5 135 (2.81%) Computer Science Degree
6 115 (2.40%) AWS Certification
6 115 (2.40%) Azure Certification
7 104 (2.17%) BPSS Clearance
8 80 (1.67%) Cisco Certification
8 80 (1.67%) CISSP
9 67 (1.40%) Master's Degree
10 50 (1.04%) CCNP
11 40 (0.83%) Microsoft Certification
11 40 (0.83%) PhD
12 35 (0.73%) VMware Certified Professional (VCP)
13 30 (0.63%) CISM
14 28 (0.58%) AWS Certified Solutions Architect
14 28 (0.58%) CCIE
15 25 (0.52%) DBS Check
16 22 (0.46%) CCNA
Quality Assurance & Compliance
1 513 (10.69%) Data Quality
2 225 (4.69%) QA
3 104 (2.17%) GDPR
4 99 (2.06%) NIST
5 94 (1.96%) ISO/IEC 27001
6 75 (1.56%) Accessibility
7 26 (0.54%) SLA
7 26 (0.54%) WCAG
8 22 (0.46%) NCSC
9 21 (0.44%) Actionable Recommendations
9 21 (0.44%) Sarbanes-Oxley
10 20 (0.42%) PCI DSS
11 18 (0.38%) HIPAA
12 10 (0.21%) California Consumer Privacy Act
13 9 (0.19%) SOC 2
14 7 (0.15%) GRC
15 6 (0.13%) ISO 20022
16 5 (0.10%) Cyber Essentials
16 5 (0.10%) HL7
16 5 (0.10%) PMO
System Software
1 789 (16.45%) Docker
2 140 (2.92%) Active Directory
3 107 (2.23%) VMware Infrastructure
4 60 (1.25%) Virtual Machines
5 43 (0.90%) vSphere
6 38 (0.79%) VMware NSX
7 33 (0.69%) Hyper-V
8 28 (0.58%) Firmware
9 20 (0.42%) VMware ESXi
10 13 (0.27%) NFS
11 10 (0.21%) Oracle RAC
11 10 (0.21%) Virtual Desktop
12 9 (0.19%) KVM
12 9 (0.19%) Squid
13 7 (0.15%) HDFS
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 5 (0.10%) SRDF
15 4 (0.083%) Ceph
15 4 (0.083%) Varnish
Systems Management
1 1,107 (23.08%) Terraform
2 922 (19.22%) Kubernetes
3 535 (11.15%) Ansible
4 283 (5.90%) Grafana
5 223 (4.65%) Prometheus
6 78 (1.63%) Puppet
7 67 (1.40%) Argo
8 56 (1.17%) Progress Chef
9 33 (0.69%) vCenter Server
10 27 (0.56%) Istio
11 23 (0.48%) Kibana
11 23 (0.48%) ZABBIX
12 21 (0.44%) Control-M
12 21 (0.44%) Nagios
12 21 (0.44%) vRealize
13 19 (0.40%) Microsoft Intune
14 18 (0.38%) Single Sign-On
15 17 (0.35%) HAProxy
15 17 (0.35%) Tivoli
16 16 (0.33%) Netcool
Vendors
1 566 (11.80%) Microsoft
2 480 (10.01%) Databricks
3 277 (5.77%) Google
4 208 (4.34%) Oracle
5 183 (3.81%) Splunk
6 140 (2.92%) VMware
7 125 (2.61%) Cisco
8 121 (2.52%) OpenAI
9 107 (2.23%) ServiceNow
10 90 (1.88%) Red Hat
11 88 (1.83%) F5
12 86 (1.79%) Dynatrace
13 82 (1.71%) Palo Alto
14 68 (1.42%) IBM
15 67 (1.40%) Informatica
16 66 (1.38%) Fortinet
17 63 (1.31%) CyberArk
18 55 (1.15%) Foundry
19 52 (1.08%) Arista
20 50 (1.04%) Salesforce