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 7 August 2026, with comparisons to the same periods in the previous two years.

6 months to
7 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 13
Rank change year-on-year -4 +3 -1
Contract jobs citing Python 4,779 3,611 3,483
As % of all contract jobs in England 10.47% 13.09% 10.43%
As % of the Programming Languages category 39.77% 39.84% 32.97%
Number of daily rates quoted 3,155 2,482 2,572
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 £663 £725
90th Percentile £752 £800 £850
UK median daily rate £525 £530 £575
% change year-on-year -0.94% -7.83% -4.17%
Number of hourly rates quoted 119 62 101
10th Percentile £29.70 £30.39 £22.00
25th Percentile £42.50 £36.25 £40.06
Median hourly rate £58.50 £51.97 £65.00
Median % change year-on-year +12.56% -20.05% -
75th Percentile £77.50 £58.94 £70.00
90th Percentile £88.75 £82.53 £77.50
UK median hourly rate £55.00 £50.00 £57.50
% change year-on-year +10.00% -13.04% -10.68%

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 12,018 9,063 10,564
As % of all contract IT jobs advertised in England 26.34% 32.85% 31.64%
Number of daily rates quoted 7,794 6,235 7,560
10th Percentile £363 £345 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £550
Median % change year-on-year +1.94% -6.36% -
75th Percentile £625 £638 £655
90th Percentile £738 £763 £794
UK median daily rate £513 £503 £530
% change year-on-year +1.89% -5.09% -3.64%
Number of hourly rates quoted 497 234 361
10th Percentile £33.70 £29.07 £30.00
25th Percentile £53.25 £38.33 £51.25
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +3.17%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £79.70 £84.85 £78.75
UK median hourly rate £65.00 £56.75 £65.00
% change year-on-year +14.54% -12.69% +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 7 August 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 7 August 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 7 August 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 2,769 £575 -0.26% 2,977
North of England +1 756 £500 +3.09% 569
South East -11 450 £537 +7.45% 644
Yorkshire +1 386 £500 +0.70% 167
South West -1 293 £505 -8.18% 309
North West +3 288 £525 +10.53% 302
Midlands -16 245 £470 +4.44% 248
West Midlands -11 195 £469 +4.22% 139
East of England -15 138 £500 -0.25% 293
North East 0 93 £425 -18.27% 104
East Midlands -9 49 £488 +15.50% 109
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
1 256 (5.36%) Apache Airflow
2 249 (5.21%) Apache Spark
3 184 (3.85%) Apache
4 150 (3.14%) Confluence
5 53 (1.11%) Jupyter
6 45 (0.94%) SAS
7 33 (0.69%) SharePoint
8 25 (0.52%) OpenStack
9 20 (0.42%) Palantir Foundry
10 19 (0.40%) ArcGIS
11 15 (0.31%) nginx
12 12 (0.25%) IIS
13 9 (0.19%) Apache Superset
13 9 (0.19%) CMS
14 6 (0.13%) CICS
14 6 (0.13%) Tomcat
14 6 (0.13%) WebSphere
15 5 (0.10%) Camunda
15 5 (0.10%) WebSphere Application Server
16 4 (0.084%) Microsoft Exchange
Applications
1 102 (2.13%) Microsoft Excel
2 27 (0.56%) Chatbot
3 23 (0.48%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 18 (0.38%) Spreadsheet
6 17 (0.36%) MS Visio
7 16 (0.33%) CPLEX
8 3 (0.063%) Microsoft Project
9 2 (0.042%) Navisworks
9 2 (0.042%) Revit
10 1 (0.021%) CINEMA 4D
10 1 (0.021%) Houdini
10 1 (0.021%) OrCAD
10 1 (0.021%) Simulink
10 1 (0.021%) SPSS
10 1 (0.021%) Weka
10 1 (0.021%) Zemax
Business Applications
1 23 (0.48%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 13 (0.27%) Remedy ITSM
4 7 (0.15%) Dynamics CRM
4 7 (0.15%) Oracle EBS
4 7 (0.15%) SAP IBP
5 6 (0.13%) NetSuite
6 5 (0.10%) BambooHR
6 5 (0.10%) Sage X3
7 4 (0.084%) Oracle ERP
7 4 (0.084%) Remedy AR System
8 3 (0.063%) Endur
8 3 (0.063%) Salesforce CRM
8 3 (0.063%) SimCorp Dimension
8 3 (0.063%) Teamcenter
9 2 (0.042%) Front Arena
9 2 (0.042%) IBM Planning Analytics
9 2 (0.042%) Oracle Assets
9 2 (0.042%) SAP ERP
9 2 (0.042%) Workday HCM
Cloud Services
1 1,823 (38.15%) AWS
2 1,664 (34.82%) Azure
3 725 (15.17%) GCP
4 576 (12.05%) GitHub
5 438 (9.17%) Power Platform
6 390 (8.16%) Serverless
7 376 (7.87%) Azure DevOps
8 341 (7.14%) Amazon S3
9 340 (7.11%) GitHub Actions
10 298 (6.24%) AWS Lambda
11 257 (5.38%) Snowflake
12 222 (4.65%) Azure Data Factory
13 206 (4.31%) dbt
14 146 (3.06%) AWS CloudFormation
15 144 (3.01%) Amazon CloudWatch
16 139 (2.91%) Amazon EKS
17 138 (2.89%) Azure Synapse Analytics
18 122 (2.55%) OpenShift
19 117 (2.45%) Entra ID
20 108 (2.26%) Amazon EC2
Communications & Networking
1 257 (5.38%) Firewall
2 181 (3.79%) DNS
3 137 (2.87%) TCP/IP
4 110 (2.30%) VPN
5 109 (2.28%) BGP
6 102 (2.13%) WAN
7 97 (2.03%) Network Security
8 72 (1.51%) DHCP
9 66 (1.38%) OSPF
10 55 (1.15%) SD-WAN
11 51 (1.07%) VLAN
12 47 (0.98%) BIG-IP
12 47 (0.98%) HTTP
13 46 (0.96%) VXLAN
14 42 (0.88%) SSL
15 41 (0.86%) F5 BIG-IP LTM
16 38 (0.80%) SNMP
17 36 (0.75%) Ethernet VPN
18 35 (0.73%) MPLS
19 34 (0.71%) SAN
Database & Business Intelligence
1 401 (8.39%) Power BI
2 294 (6.15%) Data Warehouse
3 278 (5.82%) PostgreSQL
4 203 (4.25%) SQL Server
5 171 (3.58%) Tableau
6 167 (3.49%) Data Lake
7 162 (3.39%) Metadata
8 158 (3.31%) Relational Database
9 153 (3.20%) NoSQL
10 139 (2.91%) BigQuery
11 119 (2.49%) Amazon Redshift
11 119 (2.49%) Big Data
12 113 (2.36%) Amazon Athena
13 111 (2.32%) Delta Lake
14 97 (2.03%) Amazon RDS
15 96 (2.01%) MongoDB
16 84 (1.76%) DynamoDB
17 61 (1.28%) MySQL
18 59 (1.23%) Redis
19 57 (1.19%) Snowflake Schema
Development Applications
1 582 (12.18%) Git
2 413 (8.64%) Jenkins
3 367 (7.68%) GitLab
4 253 (5.29%) JIRA
5 71 (1.49%) Selenium
6 51 (1.07%) MLflow
7 42 (0.88%) Bitbucket
8 33 (0.69%) Postman
8 33 (0.69%) SonarQube
9 32 (0.67%) JMeter
10 28 (0.59%) Artifactory
11 26 (0.54%) Cypress.io
11 26 (0.54%) Gatling
11 26 (0.54%) Sonatype Nexus
12 25 (0.52%) Cucumber
12 25 (0.52%) Maven
13 22 (0.46%) REST Assured
14 21 (0.44%) Claude Code
15 17 (0.36%) Atlassian Bamboo
15 17 (0.36%) Zephyr
General
1 1,063 (22.24%) Finance
2 1,042 (21.80%) Social Skills
3 706 (14.77%) Analytical Skills
4 488 (10.21%) Public Sector
5 373 (7.80%) Banking
6 191 (4.00%) Front Office
7 102 (2.13%) Investment Banking
8 101 (2.11%) Retail
9 100 (2.09%) Documentation Skills
10 95 (1.99%) Inclusion and Diversity
11 77 (1.61%) Marketing
12 65 (1.36%) Telecoms
13 51 (1.07%) Pharmaceutical
14 46 (0.96%) Financial Institution
14 46 (0.96%) Military
15 45 (0.94%) Aerospace
16 44 (0.92%) Publishing
17 43 (0.90%) Legal
18 36 (0.75%) Manufacturing
19 33 (0.69%) Influencing Skills
Job Titles
1 795 (16.64%) Developer
2 771 (16.13%) Senior
3 726 (15.19%) Data Engineer
4 423 (8.85%) Lead
5 412 (8.62%) Python Developer
6 293 (6.13%) Python Engineer
7 279 (5.84%) Software Engineer
8 271 (5.67%) DevOps Engineer
9 252 (5.27%) Analyst
10 245 (5.13%) Architect
11 211 (4.42%) Artificial Intelligence Engineer
12 185 (3.87%) AWS Engineer
13 176 (3.68%) Data Scientist
14 154 (3.22%) Senior Developer
15 151 (3.16%) Cloud Engineer
16 149 (3.12%) Platform Engineer
17 146 (3.06%) Senior Data Engineer
18 142 (2.97%) Azure Engineer
19 127 (2.66%) Data Analyst
20 120 (2.51%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 367 (7.68%) REST
2 325 (6.80%) PySpark
3 310 (6.49%) React
4 307 (6.42%) Kafka
5 205 (4.29%) .NET
6 173 (3.62%) JSON
7 172 (3.60%) Node.js
8 167 (3.49%) FastAPI
9 165 (3.45%) RESTful
10 163 (3.41%) Pandas
11 157 (3.29%) Django
12 124 (2.59%) PyTorch
13 122 (2.55%) LangChain
14 96 (2.01%) scikit-learn
15 95 (1.99%) Flask
15 95 (1.99%) NumPy
16 93 (1.95%) YAML
17 90 (1.88%) pytest
18 89 (1.86%) HTML
18 89 (1.86%) TensorFlow
Miscellaneous
1 658 (13.77%) Cloud Native
2 268 (5.61%) Distributed Systems
3 185 (3.87%) AI Agents
4 183 (3.83%) Onboarding
5 143 (2.99%) Data Centre
6 134 (2.80%) Product Ownership
7 121 (2.53%) Data Structures
8 120 (2.51%) Algorithms
9 118 (2.47%) Hybrid Cloud
10 112 (2.34%) Legacy Systems
11 105 (2.20%) Derivative
12 98 (2.05%) Data Protection Act
12 98 (2.05%) Fixed Income
13 92 (1.93%) Equities
14 86 (1.80%) Management Information System
15 74 (1.55%) Security Posture
16 56 (1.17%) PKI
17 55 (1.15%) Enterprise Software
17 55 (1.15%) Public Cloud
18 51 (1.07%) Self-Motivation
Operating Systems
1 605 (12.66%) Linux
2 301 (6.30%) Windows
3 196 (4.10%) Unix
4 119 (2.49%) Red Hat Enterprise Linux
5 73 (1.53%) Windows Server
6 38 (0.80%) Ubuntu
7 28 (0.59%) AIX
8 24 (0.50%) VMS
9 16 (0.33%) Android
9 16 (0.33%) Solaris
10 14 (0.29%) CentOS
11 11 (0.23%) Apple iOS
12 10 (0.21%) zOS
13 9 (0.19%) 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
15 6 (0.13%) Windows 10
16 5 (0.10%) Rocky
Processes & Methodologies
1 1,843 (38.56%) CI/CD
2 1,390 (29.09%) DevOps
3 1,202 (25.15%) AI
4 1,079 (22.58%) Agile
5 1,015 (21.24%) Analytics
6 951 (19.90%) Infrastructure as Code
7 886 (18.54%) Data Pipeline
8 800 (16.74%) Problem-Solving
9 749 (15.67%) Machine Learning
10 745 (15.59%) Software Engineering
11 712 (14.90%) Data Engineering
12 654 (13.68%) Data Modelling
13 645 (13.50%) Containerisation
14 582 (12.18%) ETL
15 553 (11.57%) Observability
16 532 (11.13%) Data Science
17 503 (10.53%) Test Automation
18 480 (10.04%) Continuous Improvement
19 470 (9.83%) Business Intelligence
20 452 (9.46%) Validation
Programming Languages
1 1,595 (33.38%) SQL
2 716 (14.98%) Java
3 653 (13.66%) PowerShell
4 640 (13.39%) Bash
5 387 (8.10%) JavaScript
6 335 (7.01%) TypeScript
7 272 (5.69%) C#
8 179 (3.75%) Go
9 136 (2.85%) R
10 116 (2.43%) C++
11 111 (2.32%) Scala
12 109 (2.28%) Bicep
13 106 (2.22%) Shell Script
14 57 (1.19%) Perl
15 54 (1.13%) C
15 54 (1.13%) Rust
16 52 (1.09%) Groovy
17 50 (1.05%) PL/SQL
18 47 (0.98%) Data Analysis Expressions
19 45 (0.94%) Ruby
Qualifications
1 1,104 (23.10%) Security Cleared
2 893 (18.69%) SC Cleared
3 389 (8.14%) Degree
4 177 (3.70%) DV Cleared
5 145 (3.03%) Computer Science Degree
6 122 (2.55%) Azure Certification
7 116 (2.43%) AWS Certification
8 100 (2.09%) BPSS Clearance
9 84 (1.76%) CISSP
10 80 (1.67%) Cisco Certification
11 63 (1.32%) Master's Degree
12 47 (0.98%) CCNP
13 43 (0.90%) Microsoft Certification
14 37 (0.77%) PhD
15 34 (0.71%) VMware Certified Professional (VCP)
16 29 (0.61%) CISM
17 27 (0.56%) CCIE
18 26 (0.54%) AWS Certified Solutions Architect
19 25 (0.52%) DBS Check
20 21 (0.44%) CCNA
Quality Assurance & Compliance
1 514 (10.76%) Data Quality
2 227 (4.75%) QA
3 108 (2.26%) GDPR
4 99 (2.07%) NIST
5 95 (1.99%) ISO/IEC 27001
6 74 (1.55%) Accessibility
7 28 (0.59%) SLA
7 28 (0.59%) WCAG
8 26 (0.54%) Sarbanes-Oxley
9 24 (0.50%) NCSC
9 24 (0.50%) PCI DSS
10 19 (0.40%) Actionable Recommendations
11 18 (0.38%) HIPAA
12 10 (0.21%) California Consumer Privacy Act
12 10 (0.21%) ISO 20022
13 9 (0.19%) SOC 2
14 7 (0.15%) GRC
15 6 (0.13%) Cyber Essentials
15 6 (0.13%) NIST 800
16 5 (0.10%) HL7
System Software
1 800 (16.74%) Docker
2 145 (3.03%) Active Directory
3 109 (2.28%) VMware Infrastructure
4 56 (1.17%) Virtual Machines
5 40 (0.84%) vSphere
6 37 (0.77%) Hyper-V
7 35 (0.73%) VMware NSX
8 28 (0.59%) Firmware
9 21 (0.44%) VMware ESXi
10 13 (0.27%) NFS
11 10 (0.21%) Oracle RAC
11 10 (0.21%) Virtual Desktop
12 9 (0.19%) Squid
13 8 (0.17%) KVM
14 7 (0.15%) HDFS
14 7 (0.15%) Postfix
14 7 (0.15%) PowerHA
15 5 (0.10%) SRDF
16 4 (0.084%) Slurm Workload Manager
16 4 (0.084%) Varnish
Systems Management
1 1,118 (23.39%) Terraform
2 916 (19.17%) Kubernetes
3 545 (11.40%) Ansible
4 279 (5.84%) Grafana
5 220 (4.60%) Prometheus
6 81 (1.69%) Puppet
7 63 (1.32%) Argo
7 63 (1.32%) Progress Chef
8 30 (0.63%) vCenter Server
9 26 (0.54%) Istio
10 24 (0.50%) Single Sign-On
10 24 (0.50%) ZABBIX
11 23 (0.48%) Control-M
12 21 (0.44%) Nagios
13 20 (0.42%) Kibana
13 20 (0.42%) vRealize
14 19 (0.40%) Microsoft Intune
15 17 (0.36%) HAProxy
15 17 (0.36%) Packer
15 17 (0.36%) Tivoli
Vendors
1 580 (12.14%) Microsoft
2 470 (9.83%) Databricks
3 282 (5.90%) Google
4 208 (4.35%) Oracle
5 184 (3.85%) Splunk
6 142 (2.97%) VMware
7 126 (2.64%) Cisco
8 117 (2.45%) OpenAI
9 110 (2.30%) ServiceNow
10 87 (1.82%) Dynatrace
11 86 (1.80%) F5
11 86 (1.80%) Red Hat
12 81 (1.69%) Palo Alto
13 67 (1.40%) IBM
13 67 (1.40%) Informatica
14 66 (1.38%) Fortinet
15 64 (1.34%) CyberArk
16 56 (1.17%) Foundry
17 52 (1.09%) Arista
17 52 (1.09%) SAP