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

6 months to
11 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 13
Rank change year-on-year -4 +3 -1
Contract jobs citing Python 4,776 3,595 3,504
As % of all contract jobs in England 10.48% 13.01% 10.52%
As % of the Programming Languages category 39.81% 39.79% 33.12%
Number of daily rates quoted 3,156 2,463 2,580
10th Percentile £375 £360 £375
25th Percentile £449 £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 £55.50 £50.00 £57.50
% change year-on-year +11.00% -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 11,998 9,036 10,580
As % of all contract IT jobs advertised in England 26.32% 32.70% 31.75%
Number of daily rates quoted 7,785 6,214 7,550
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 £655
90th Percentile £738 £763 £788
UK median daily rate £513 £503 £530
% change year-on-year +1.99% -5.19% -3.64%
Number of hourly rates quoted 496 234 359
10th Percentile £33.70 £29.07 £30.00
25th Percentile £52.88 £38.33 £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 £79.75 £84.85 £78.75
UK median hourly rate £65.00 £56.75 £65.00
% change year-on-year +14.54% -12.69% +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 11 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 11 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 11 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 2,779 £573 -0.43% 3,049
North of England +2 756 £500 +3.63% 569
South East -11 446 £537 +7.40% 659
Yorkshire +1 385 £500 - 165
North West +2 288 £525 +10.53% 305
South West -1 288 £505 -3.81% 307
Midlands -16 246 £473 +5.00% 235
West Midlands -11 197 £469 +4.22% 134
East of England -13 137 £500 -0.50% 299
North East -2 94 £425 -18.27% 104
East Midlands -9 48 £495 +17.16% 101
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
1 257 (5.38%) Apache Airflow
2 248 (5.19%) Apache Spark
3 186 (3.89%) Apache
4 150 (3.14%) Confluence
5 53 (1.11%) Jupyter
6 45 (0.94%) SAS
7 36 (0.75%) 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 98 (2.05%) Microsoft Excel
2 27 (0.57%) Chatbot
3 22 (0.46%) Microsoft Office
4 19 (0.40%) Microsoft PowerPoint
5 18 (0.38%) Spreadsheet
6 16 (0.34%) 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 15 (0.31%) 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 1,823 (38.17%) AWS
2 1,669 (34.95%) Azure
3 721 (15.10%) GCP
4 588 (12.31%) GitHub
5 434 (9.09%) Power Platform
6 397 (8.31%) Serverless
7 384 (8.04%) Azure DevOps
8 350 (7.33%) GitHub Actions
9 335 (7.01%) Amazon S3
10 300 (6.28%) AWS Lambda
11 264 (5.53%) Snowflake
12 221 (4.63%) Azure Data Factory
13 202 (4.23%) dbt
14 147 (3.08%) AWS CloudFormation
15 146 (3.06%) Amazon CloudWatch
16 143 (2.99%) Amazon EKS
17 136 (2.85%) Azure Synapse Analytics
18 119 (2.49%) OpenShift
19 118 (2.47%) Entra ID
20 112 (2.35%) Amazon EC2
Communications & Networking
1 258 (5.40%) Firewall
2 181 (3.79%) DNS
3 137 (2.87%) TCP/IP
4 112 (2.35%) VPN
5 111 (2.32%) BGP
6 103 (2.16%) WAN
7 102 (2.14%) Network Security
8 74 (1.55%) DHCP
9 66 (1.38%) OSPF
10 55 (1.15%) SD-WAN
11 52 (1.09%) VLAN
12 48 (1.01%) VXLAN
13 46 (0.96%) BIG-IP
13 46 (0.96%) HTTP
14 41 (0.86%) F5 BIG-IP LTM
14 41 (0.86%) SSL
15 38 (0.80%) SNMP
16 36 (0.75%) Ethernet VPN
17 35 (0.73%) MPLS
18 34 (0.71%) SAN
Database & Business Intelligence
1 399 (8.35%) Power BI
2 297 (6.22%) Data Warehouse
3 275 (5.76%) PostgreSQL
4 199 (4.17%) SQL Server
5 170 (3.56%) Tableau
6 164 (3.43%) Data Lake
7 163 (3.41%) Metadata
8 157 (3.29%) Relational Database
9 150 (3.14%) NoSQL
10 139 (2.91%) BigQuery
11 120 (2.51%) Big Data
12 118 (2.47%) Amazon Redshift
13 112 (2.35%) Delta Lake
14 110 (2.30%) Amazon Athena
15 99 (2.07%) Amazon RDS
16 90 (1.88%) MongoDB
17 83 (1.74%) DynamoDB
18 62 (1.30%) MySQL
19 59 (1.24%) Redis
20 57 (1.19%) Snowflake Schema
Development Applications
1 591 (12.37%) Git
2 421 (8.81%) Jenkins
3 371 (7.77%) GitLab
4 249 (5.21%) JIRA
5 75 (1.57%) Selenium
6 47 (0.98%) MLflow
7 41 (0.86%) Bitbucket
8 38 (0.80%) Postman
9 36 (0.75%) JMeter
10 34 (0.71%) SonarQube
11 28 (0.59%) Artifactory
11 28 (0.59%) Gatling
12 27 (0.57%) Cucumber
13 26 (0.54%) Cypress.io
14 25 (0.52%) Sonatype Nexus
15 24 (0.50%) Claude Code
15 24 (0.50%) Maven
16 21 (0.44%) REST Assured
17 17 (0.36%) Atlassian Bamboo
17 17 (0.36%) LoadRunner
General
1 1,057 (22.13%) Finance
2 1,041 (21.80%) Social Skills
3 707 (14.80%) Analytical Skills
4 487 (10.20%) Public Sector
5 375 (7.85%) Banking
6 189 (3.96%) Front Office
7 105 (2.20%) Investment Banking
8 99 (2.07%) Retail
9 95 (1.99%) Inclusion and Diversity
10 92 (1.93%) Documentation Skills
11 78 (1.63%) Marketing
12 65 (1.36%) Telecoms
13 51 (1.07%) Pharmaceutical
14 46 (0.96%) Aerospace
15 45 (0.94%) Military
16 43 (0.90%) Financial Institution
16 43 (0.90%) Legal
17 41 (0.86%) Publishing
18 36 (0.75%) Manufacturing
19 32 (0.67%) Influencing Skills
Job Titles
1 781 (16.35%) Developer
2 780 (16.33%) Senior
3 722 (15.12%) Data Engineer
4 429 (8.98%) Lead
5 405 (8.48%) Python Developer
6 297 (6.22%) Python Engineer
7 275 (5.76%) DevOps Engineer
7 275 (5.76%) Software Engineer
8 247 (5.17%) Analyst
9 236 (4.94%) Architect
10 216 (4.52%) Artificial Intelligence Engineer
11 187 (3.92%) AWS Engineer
12 172 (3.60%) Data Scientist
13 154 (3.22%) Cloud Engineer
14 152 (3.18%) Platform Engineer
14 152 (3.18%) Senior Developer
15 148 (3.10%) Senior Data Engineer
16 146 (3.06%) Azure Engineer
17 123 (2.58%) Data Analyst
18 115 (2.41%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 370 (7.75%) REST
2 326 (6.83%) PySpark
3 308 (6.45%) Kafka
4 298 (6.24%) React
5 210 (4.40%) .NET
6 168 (3.52%) JSON
7 162 (3.39%) FastAPI
7 162 (3.39%) Node.js
8 161 (3.37%) RESTful
9 159 (3.33%) Pandas
10 158 (3.31%) Django
11 122 (2.55%) LangChain
12 116 (2.43%) PyTorch
13 97 (2.03%) YAML
14 95 (1.99%) Flask
15 94 (1.97%) NumPy
16 93 (1.95%) HTML
17 89 (1.86%) pytest
17 89 (1.86%) scikit-learn
18 87 (1.82%) Spring
Miscellaneous
1 664 (13.90%) Cloud Native
2 268 (5.61%) Distributed Systems
3 190 (3.98%) AI Agents
4 182 (3.81%) Onboarding
5 143 (2.99%) Data Centre
6 135 (2.83%) Product Ownership
7 120 (2.51%) Algorithms
8 118 (2.47%) Data Structures
9 116 (2.43%) Hybrid Cloud
10 113 (2.37%) Legacy Systems
11 108 (2.26%) Derivative
12 97 (2.03%) Data Protection Act
13 94 (1.97%) Equities
13 94 (1.97%) Fixed Income
14 83 (1.74%) Management Information System
15 78 (1.63%) Security Posture
16 60 (1.26%) Enterprise Software
17 56 (1.17%) PKI
18 54 (1.13%) Public Cloud
19 52 (1.09%) Self-Motivation
Operating Systems
1 604 (12.65%) Linux
2 295 (6.18%) Windows
3 197 (4.12%) Unix
4 122 (2.55%) 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 (0.34%) Solaris
10 14 (0.29%) Android
10 14 (0.29%) CentOS
11 10 (0.21%) zOS
12 9 (0.19%) Apple iOS
12 9 (0.19%) Mac OS
13 7 (0.15%) Amazon Linux
13 7 (0.15%) Windows 10
13 7 (0.15%) Windows Server 2019
14 6 (0.13%) Debian
14 6 (0.13%) Embedded Linux
15 5 (0.10%) Rocky
Processes & Methodologies
1 1,864 (39.03%) CI/CD
2 1,405 (29.42%) DevOps
3 1,212 (25.38%) AI
4 1,091 (22.84%) Agile
5 1,005 (21.04%) Analytics
6 969 (20.29%) Infrastructure as Code
7 881 (18.45%) Data Pipeline
8 797 (16.69%) Problem-Solving
9 751 (15.72%) Software Engineering
10 736 (15.41%) Machine Learning
11 704 (14.74%) Data Engineering
12 646 (13.53%) Data Modelling
13 640 (13.40%) Containerisation
14 578 (12.10%) ETL
15 564 (11.81%) Observability
16 524 (10.97%) Test Automation
17 522 (10.93%) Data Science
18 495 (10.36%) Continuous Improvement
19 464 (9.72%) Business Intelligence
20 460 (9.63%) Validation
Programming Languages
1 1,591 (33.31%) SQL
2 725 (15.18%) Java
3 664 (13.90%) PowerShell
4 650 (13.61%) Bash
5 387 (8.10%) JavaScript
6 328 (6.87%) TypeScript
7 273 (5.72%) C#
8 176 (3.69%) Go
9 129 (2.70%) R
10 119 (2.49%) C++
11 114 (2.39%) Bicep
12 113 (2.37%) Scala
13 105 (2.20%) Shell Script
14 60 (1.26%) Perl
15 54 (1.13%) C
15 54 (1.13%) Rust
16 52 (1.09%) Groovy
16 52 (1.09%) PL/SQL
17 50 (1.05%) Data Analysis Expressions
18 46 (0.96%) Ruby
Qualifications
1 1,107 (23.18%) Security Cleared
2 897 (18.78%) SC Cleared
3 381 (7.98%) Degree
4 177 (3.71%) DV Cleared
5 147 (3.08%) Computer Science Degree
6 123 (2.58%) Azure Certification
7 118 (2.47%) AWS Certification
8 92 (1.93%) BPSS Clearance
9 86 (1.80%) CISSP
10 81 (1.70%) Cisco Certification
11 64 (1.34%) Master's Degree
12 47 (0.98%) 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 (0.57%) CCIE
18 25 (0.52%) AWS Certified Solutions Architect
18 25 (0.52%) DBS Check
19 20 (0.42%) CCNA
Quality Assurance & Compliance
1 511 (10.70%) Data Quality
2 230 (4.82%) QA
3 108 (2.26%) GDPR
4 96 (2.01%) NIST
5 91 (1.91%) ISO/IEC 27001
6 72 (1.51%) Accessibility
7 29 (0.61%) SLA
8 28 (0.59%) WCAG
9 26 (0.54%) Sarbanes-Oxley
10 25 (0.52%) NCSC
11 24 (0.50%) PCI DSS
12 23 (0.48%) Actionable Recommendations
13 18 (0.38%) HIPAA
14 10 (0.21%) California Consumer Privacy Act
14 10 (0.21%) ISO 20022
15 9 (0.19%) SOC 2
16 7 (0.15%) GRC
17 6 (0.13%) Cyber Essentials
17 6 (0.13%) NIST 800
18 5 (0.10%) HL7
System Software
1 801 (16.77%) Docker
2 143 (2.99%) Active Directory
3 107 (2.24%) VMware Infrastructure
4 56 (1.17%) Virtual Machines
5 39 (0.82%) vSphere
6 35 (0.73%) Hyper-V
7 34 (0.71%) VMware NSX
8 27 (0.57%) Firmware
9 20 (0.42%) VMware ESXi
10 13 (0.27%) NFS
10 13 (0.27%) Virtual Desktop
11 10 (0.21%) Oracle RAC
12 9 (0.19%) Squid
13 7 (0.15%) HDFS
13 7 (0.15%) KVM
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 5 (0.10%) SRDF
15 4 (0.084%) Slurm Workload Manager
15 4 (0.084%) Varnish
Systems Management
1 1,131 (23.68%) Terraform
2 927 (19.41%) Kubernetes
3 543 (11.37%) Ansible
4 277 (5.80%) Grafana
5 213 (4.46%) Prometheus
6 84 (1.76%) 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 21 (0.44%) Control-M
13 21 (0.44%) Nagios
14 20 (0.42%) Microsoft Intune
14 20 (0.42%) vRealize
15 19 (0.40%) Kibana
16 17 (0.36%) HAProxy
16 17 (0.36%) Packer
16 17 (0.36%) Tivoli
Vendors
1 597 (12.50%) Microsoft
2 471 (9.86%) Databricks
3 283 (5.93%) Google
4 208 (4.36%) Oracle
5 185 (3.87%) Splunk
6 138 (2.89%) VMware
7 125 (2.62%) Cisco
8 116 (2.43%) OpenAI
9 115 (2.41%) ServiceNow
10 90 (1.88%) Dynatrace
10 90 (1.88%) Red Hat
11 84 (1.76%) F5
12 80 (1.68%) Palo Alto
13 75 (1.57%) IBM
14 69 (1.44%) Informatica
15 65 (1.36%) Fortinet
16 60 (1.26%) CyberArk
17 56 (1.17%) Foundry
18 54 (1.13%) SAP
19 50 (1.05%) Salesforce