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

6 months to
12 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 13
Rank change year-on-year -4 +3 -1
Contract jobs citing Python 4,782 3,598 3,503
As % of all contract jobs in England 10.49% 13.00% 10.51%
As % of the Programming Languages category 39.86% 39.79% 33.10%
Number of daily rates quoted 3,166 2,465 2,580
10th Percentile £375 £360 £375
25th Percentile £447 £435 £463
Median daily rate (50th Percentile) £538 £540 £575
Median % change year-on-year -0.46% -6.09% -4.17%
75th Percentile £650 £663 £725
90th Percentile £750 £800 £850
UK median daily rate £528 £525 £575
% change year-on-year +0.57% -8.70% -4.17%
Number of hourly rates quoted 118 61 102
10th Percentile £30.87 £33.91 £22.00
25th Percentile £42.83 £36.25 £40.17
Median hourly rate £60.37 £51.44 £65.00
Median % change year-on-year +17.36% -20.86% -
75th Percentile £77.50 £59.00 £70.00
90th Percentile £88.75 £82.96 £77.25
UK median hourly rate £55.25 £50.00 £57.50
% change year-on-year +10.50% -13.04% -8.73%

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 11,996 9,042 10,582
As % of all contract IT jobs advertised in England 26.32% 32.67% 31.75%
Number of daily rates quoted 7,794 6,213 7,552
10th Percentile £363 £345 £356
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 £654
90th Percentile £738 £763 £788
UK median daily rate £513 £505 £530
% change year-on-year +1.49% -4.72% -3.64%
Number of hourly rates quoted 494 237 360
10th Percentile £33.70 £29.07 £30.00
25th Percentile £53.13 £36.48 £51.25
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 £79.00 £84.70 £78.75
UK median hourly rate £65.00 £56.00 £65.00
% change year-on-year +16.07% -13.85% +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 12 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 12 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 12 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 2,770 £570 -0.87% 5,274
North of England +2 763 £500 +3.09% 793
South East -10 447 £537 +7.40% 867
Yorkshire 0 391 £500 - 213
South West -1 292 £505 -3.81% 444
North West +1 289 £525 +10.53% 444
Midlands -13 247 £473 +5.00% 306
West Midlands -10 198 £469 +4.22% 179
East of England -10 138 £500 -0.50% 459
North East -2 94 £425 -18.27% 141
East Midlands -7 48 £495 +17.16% 127
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
1 260 (5.44%) Apache Airflow
2 250 (5.23%) Apache Spark
3 191 (3.99%) Apache
4 149 (3.12%) Confluence
5 53 (1.11%) Jupyter
6 45 (0.94%) SAS
7 37 (0.77%) 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%) CMS
14 7 (0.15%) Apache Superset
15 6 (0.13%) CICS
15 6 (0.13%) Tomcat
15 6 (0.13%) WebSphere
16 5 (0.10%) Camunda
16 5 (0.10%) WebSphere Application Server
17 4 (0.084%) Microsoft Exchange
Applications
1 99 (2.07%) Microsoft Excel
2 27 (0.56%) Chatbot
3 22 (0.46%) Microsoft Office
4 20 (0.42%) Microsoft PowerPoint
5 18 (0.38%) Spreadsheet
6 17 (0.36%) CPLEX
7 15 (0.31%) MS Visio
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 16 (0.33%) 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
5 6 (0.13%) Remedy AR System
6 5 (0.10%) BambooHR
6 5 (0.10%) Sage X3
7 4 (0.084%) Oracle ERP
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 1,822 (38.10%) AWS
2 1,666 (34.84%) Azure
3 721 (15.08%) GCP
4 590 (12.34%) GitHub
5 432 (9.03%) Power Platform
6 392 (8.20%) Serverless
7 381 (7.97%) Azure DevOps
8 355 (7.42%) GitHub Actions
9 334 (6.98%) Amazon S3
10 297 (6.21%) AWS Lambda
11 264 (5.52%) Snowflake
12 220 (4.60%) Azure Data Factory
13 202 (4.22%) dbt
14 146 (3.05%) Amazon CloudWatch
14 146 (3.05%) AWS CloudFormation
15 142 (2.97%) Amazon EKS
16 134 (2.80%) Azure Synapse Analytics
17 118 (2.47%) Entra ID
18 116 (2.43%) OpenShift
19 113 (2.36%) Amazon EC2
Communications & Networking
1 257 (5.37%) Firewall
2 181 (3.79%) DNS
3 136 (2.84%) TCP/IP
4 111 (2.32%) BGP
4 111 (2.32%) VPN
5 103 (2.15%) Network Security
5 103 (2.15%) WAN
6 74 (1.55%) DHCP
7 65 (1.36%) OSPF
8 55 (1.15%) SD-WAN
9 52 (1.09%) VLAN
10 49 (1.02%) VXLAN
11 47 (0.98%) BIG-IP
11 47 (0.98%) HTTP
12 42 (0.88%) F5 BIG-IP LTM
13 41 (0.86%) SSL
14 38 (0.79%) SNMP
15 37 (0.77%) Ethernet VPN
16 35 (0.73%) MPLS
17 34 (0.71%) SAN
Database & Business Intelligence
1 397 (8.30%) Power BI
2 297 (6.21%) Data Warehouse
3 272 (5.69%) PostgreSQL
4 196 (4.10%) SQL Server
5 172 (3.60%) Tableau
6 165 (3.45%) Metadata
7 164 (3.43%) Data Lake
8 156 (3.26%) Relational Database
9 148 (3.09%) NoSQL
10 140 (2.93%) BigQuery
11 121 (2.53%) Big Data
12 117 (2.45%) Amazon Redshift
13 110 (2.30%) Amazon Athena
13 110 (2.30%) Delta Lake
14 97 (2.03%) Amazon RDS
15 89 (1.86%) MongoDB
16 80 (1.67%) DynamoDB
17 62 (1.30%) MySQL
18 58 (1.21%) Redis
18 58 (1.21%) Snowflake Schema
Development Applications
1 590 (12.34%) Git
2 424 (8.87%) Jenkins
3 370 (7.74%) GitLab
4 248 (5.19%) JIRA
5 76 (1.59%) Selenium
6 48 (1.00%) MLflow
7 41 (0.86%) JMeter
7 41 (0.86%) Postman
8 40 (0.84%) Bitbucket
9 35 (0.73%) SonarQube
10 28 (0.59%) Artifactory
10 28 (0.59%) Cucumber
10 28 (0.59%) Gatling
11 26 (0.54%) Cypress.io
12 25 (0.52%) Maven
12 25 (0.52%) Sonatype Nexus
13 24 (0.50%) Claude Code
14 22 (0.46%) LoadRunner
15 20 (0.42%) REST Assured
16 17 (0.36%) JUnit
General
1 1,055 (22.06%) Finance
2 1,042 (21.79%) Social Skills
3 709 (14.83%) Analytical Skills
4 482 (10.08%) Public Sector
5 377 (7.88%) Banking
6 188 (3.93%) Front Office
7 103 (2.15%) Investment Banking
8 100 (2.09%) Retail
9 93 (1.94%) Documentation Skills
9 93 (1.94%) Inclusion and Diversity
10 79 (1.65%) Marketing
11 64 (1.34%) Telecoms
12 51 (1.07%) Pharmaceutical
13 46 (0.96%) Aerospace
14 45 (0.94%) Military
15 44 (0.92%) Financial Institution
16 43 (0.90%) Legal
17 41 (0.86%) Publishing
18 37 (0.77%) Manufacturing
19 31 (0.65%) Influencing Skills
Job Titles
1 778 (16.27%) Senior
2 777 (16.25%) Developer
3 721 (15.08%) Data Engineer
4 434 (9.08%) Lead
5 403 (8.43%) Python Developer
6 298 (6.23%) Python Engineer
7 275 (5.75%) DevOps Engineer
8 271 (5.67%) Software Engineer
9 247 (5.17%) Analyst
10 236 (4.94%) Architect
11 214 (4.48%) Artificial Intelligence Engineer
12 187 (3.91%) AWS Engineer
13 174 (3.64%) Data Scientist
14 155 (3.24%) Cloud Engineer
15 152 (3.18%) Senior Developer
16 151 (3.16%) Platform Engineer
17 146 (3.05%) Senior Data Engineer
18 142 (2.97%) Azure Engineer
19 124 (2.59%) Data Analyst
20 114 (2.38%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 374 (7.82%) REST
2 331 (6.92%) PySpark
3 310 (6.48%) Kafka
4 294 (6.15%) React
5 207 (4.33%) .NET
6 170 (3.55%) JSON
7 161 (3.37%) FastAPI
7 161 (3.37%) RESTful
8 159 (3.32%) Node.js
9 158 (3.30%) Django
10 157 (3.28%) Pandas
11 120 (2.51%) LangChain
12 115 (2.40%) PyTorch
13 99 (2.07%) YAML
14 95 (1.99%) Flask
15 93 (1.94%) NumPy
16 91 (1.90%) HTML
17 90 (1.88%) pytest
18 86 (1.80%) Spring
19 85 (1.78%) scikit-learn
Miscellaneous
1 663 (13.86%) Cloud Native
2 268 (5.60%) Distributed Systems
3 188 (3.93%) AI Agents
4 182 (3.81%) Onboarding
5 143 (2.99%) Data Centre
6 134 (2.80%) Product Ownership
7 120 (2.51%) Algorithms
8 118 (2.47%) Data Structures
9 116 (2.43%) Hybrid Cloud
10 112 (2.34%) Legacy Systems
11 106 (2.22%) Derivative
12 99 (2.07%) Data Protection Act
13 94 (1.97%) Equities
14 92 (1.92%) Fixed Income
15 84 (1.76%) Management Information System
16 79 (1.65%) Security Posture
17 59 (1.23%) Enterprise Software
18 56 (1.17%) PKI
19 54 (1.13%) Public Cloud
20 52 (1.09%) Self-Motivation
Operating Systems
1 606 (12.67%) Linux
2 296 (6.19%) Windows
3 194 (4.06%) Unix
4 123 (2.57%) Red Hat Enterprise Linux
5 69 (1.44%) Windows Server
6 37 (0.77%) Ubuntu
7 28 (0.59%) AIX
8 25 (0.52%) VMS
9 16 (0.33%) Solaris
10 15 (0.31%) Android
11 14 (0.29%) CentOS
12 10 (0.21%) zOS
13 9 (0.19%) Apple iOS
13 9 (0.19%) Mac OS
14 7 (0.15%) Amazon Linux
14 7 (0.15%) Windows 10
14 7 (0.15%) Windows Server 2019
15 6 (0.13%) Debian
15 6 (0.13%) Embedded Linux
16 5 (0.10%) Rocky
Processes & Methodologies
1 1,867 (39.04%) CI/CD
2 1,405 (29.38%) DevOps
3 1,215 (25.41%) AI
4 1,084 (22.67%) Agile
5 1,004 (21.00%) Analytics
6 962 (20.12%) Infrastructure as Code
7 880 (18.40%) Data Pipeline
8 797 (16.67%) Problem-Solving
9 750 (15.68%) Software Engineering
10 735 (15.37%) Machine Learning
11 701 (14.66%) Data Engineering
12 644 (13.47%) Data Modelling
13 634 (13.26%) Containerisation
14 572 (11.96%) ETL
15 566 (11.84%) Observability
16 523 (10.94%) Data Science
17 522 (10.92%) Test Automation
18 497 (10.39%) Continuous Improvement
19 462 (9.66%) Business Intelligence
19 462 (9.66%) Validation
Programming Languages
1 1,592 (33.29%) SQL
2 727 (15.20%) Java
3 667 (13.95%) PowerShell
4 649 (13.57%) Bash
5 388 (8.11%) JavaScript
6 328 (6.86%) TypeScript
7 268 (5.60%) C#
8 178 (3.72%) Go
9 129 (2.70%) R
10 121 (2.53%) C++
11 113 (2.36%) Bicep
11 113 (2.36%) Scala
12 105 (2.20%) Shell Script
13 61 (1.28%) Perl
14 54 (1.13%) Rust
15 53 (1.11%) C
15 53 (1.11%) Groovy
16 52 (1.09%) PL/SQL
17 50 (1.05%) Data Analysis Expressions
18 45 (0.94%) Ruby
Qualifications
1 1,114 (23.30%) Security Cleared
2 906 (18.95%) SC Cleared
3 383 (8.01%) Degree
4 177 (3.70%) DV Cleared
5 147 (3.07%) Computer Science Degree
6 124 (2.59%) Azure Certification
7 117 (2.45%) AWS Certification
8 91 (1.90%) BPSS Clearance
9 85 (1.78%) CISSP
10 80 (1.67%) Cisco Certification
11 65 (1.36%) Master's Degree
12 46 (0.96%) CCNP
13 42 (0.88%) Microsoft Certification
14 35 (0.73%) PhD
15 34 (0.71%) VMware Certified Professional (VCP)
16 29 (0.61%) CISM
17 27 (0.56%) CCIE
18 25 (0.52%) AWS Certified Solutions Architect
18 25 (0.52%) DBS Check
19 20 (0.42%) CCNA
Quality Assurance & Compliance
1 510 (10.66%) Data Quality
2 230 (4.81%) QA
3 108 (2.26%) GDPR
4 96 (2.01%) NIST
5 91 (1.90%) ISO/IEC 27001
6 69 (1.44%) Accessibility
7 31 (0.65%) SLA
8 28 (0.59%) WCAG
9 26 (0.54%) Sarbanes-Oxley
10 25 (0.52%) Actionable Recommendations
10 25 (0.52%) NCSC
11 24 (0.50%) PCI DSS
12 18 (0.38%) HIPAA
13 10 (0.21%) California Consumer Privacy Act
13 10 (0.21%) ISO 20022
14 9 (0.19%) SOC 2
15 7 (0.15%) GRC
16 6 (0.13%) Cyber Essentials
16 6 (0.13%) NIST 800
17 5 (0.10%) HL7
System Software
1 800 (16.73%) Docker
2 143 (2.99%) Active Directory
3 110 (2.30%) VMware Infrastructure
4 54 (1.13%) Virtual Machines
5 40 (0.84%) vSphere
6 36 (0.75%) Hyper-V
6 36 (0.75%) VMware NSX
7 27 (0.56%) Firmware
8 20 (0.42%) VMware ESXi
9 13 (0.27%) NFS
9 13 (0.27%) Virtual Desktop
10 10 (0.21%) Oracle RAC
11 9 (0.19%) Squid
12 7 (0.15%) HDFS
12 7 (0.15%) KVM
12 7 (0.15%) Postfix
12 7 (0.15%) PowerHA
13 5 (0.10%) SRDF
14 4 (0.084%) Slurm Workload Manager
14 4 (0.084%) Varnish
Systems Management
1 1,127 (23.57%) Terraform
2 924 (19.32%) Kubernetes
3 544 (11.38%) Ansible
4 279 (5.83%) Grafana
5 209 (4.37%) Prometheus
6 85 (1.78%) Puppet
7 66 (1.38%) Progress Chef
8 62 (1.30%) Argo
9 29 (0.61%) Istio
10 28 (0.59%) vCenter Server
11 25 (0.52%) Single Sign-On
12 24 (0.50%) ZABBIX
13 23 (0.48%) Control-M
14 21 (0.44%) Nagios
15 20 (0.42%) Microsoft Intune
15 20 (0.42%) vRealize
16 19 (0.40%) Kibana
17 17 (0.36%) HAProxy
17 17 (0.36%) Packer
17 17 (0.36%) Tivoli
Vendors
1 595 (12.44%) Microsoft
2 478 (10.00%) Databricks
3 286 (5.98%) Google
4 208 (4.35%) Oracle
5 185 (3.87%) Splunk
6 141 (2.95%) VMware
7 127 (2.66%) Cisco
8 116 (2.43%) ServiceNow
9 115 (2.40%) OpenAI
10 93 (1.94%) Dynatrace
11 92 (1.92%) Red Hat
12 86 (1.80%) F5
13 80 (1.67%) IBM
14 79 (1.65%) Palo Alto
15 69 (1.44%) Informatica
16 65 (1.36%) Fortinet
17 60 (1.25%) CyberArk
18 56 (1.17%) Foundry
19 55 (1.15%) SAP
20 50 (1.05%) Salesforce