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 10 October 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Oct 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,801 3,775 3,678
As % of all contract jobs in England 10.38% 13.46% 11.38%
As % of the Programming Languages category 39.81% 41.17% 34.90%
Number of daily rates quoted 3,139 2,491 2,546
10th Percentile £380 £363 £363
25th Percentile £450 £431 £468
Median daily rate (50th Percentile) £550 £525 £587
Median % change year-on-year +4.76% -10.52% -2.21%
75th Percentile £661 £650 £713
90th Percentile £750 £775 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -3.77%
Number of hourly rates quoted 117 74 86
10th Percentile £36.25 £32.30 £24.50
25th Percentile £49.00 £36.25 £46.25
Median hourly rate £66.50 £50.00 £68.75
Median % change year-on-year +33.00% -27.27% +5.77%
75th Percentile £83.00 £58.94 £71.88
90th Percentile £92.11 £82.75 £82.50
UK median hourly rate £62.50 £50.00 £62.50
% change year-on-year +25.00% -20.00% -3.85%

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 12,059 9,170 10,540
As % of all contract IT jobs advertised in England 26.07% 32.69% 32.60%
Number of daily rates quoted 7,797 6,130 6,988
10th Percentile £363 £347 £353
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £543
Median % change year-on-year +1.94% -5.07% -1.36%
75th Percentile £638 £630 £650
90th Percentile £738 £750 £788
UK median daily rate £525 £505 £525
% change year-on-year +3.96% -3.81% -4.55%
Number of hourly rates quoted 519 266 302
10th Percentile £22.33 £31.25 £30.00
25th Percentile £50.00 £42.02 £47.50
Median hourly rate £65.00 £56.25 £65.00
Median % change year-on-year +15.56% -13.46% -
75th Percentile £71.00 £67.88 £70.00
90th Percentile £83.00 £78.75 £77.38
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +3.17%

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 10 October 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 10 October 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 10 October 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 2,859 £575 - 6,784
North of England 0 746 £500 +5.26% 909
South East -8 443 £550 +10.00% 874
Yorkshire -2 371 £500 - 268
North West -1 297 £525 +20.34% 507
South West -3 272 £550 - 440
Midlands -24 226 £488 -2.50% 406
West Midlands -21 191 £500 -0.70% 253
East of England -16 142 £478 -9.05% 582
North East -4 87 £425 -8.11% 136
East Midlands -18 35 £425 +3.66% 153
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
1 254 (5.29%) Apache Airflow
2 252 (5.25%) Apache Spark
3 205 (4.27%) Apache
4 132 (2.75%) Confluence
5 50 (1.04%) Jupyter
5 50 (1.04%) SharePoint
6 33 (0.69%) SAS
7 30 (0.62%) OpenStack
8 25 (0.52%) nginx
9 23 (0.48%) Palantir Foundry
10 21 (0.44%) IIS
11 19 (0.40%) ArcGIS
12 10 (0.21%) CMS
13 8 (0.17%) Microsoft Exchange
14 7 (0.15%) Tomcat
15 5 (0.10%) Apache Solr
15 5 (0.10%) Camunda
15 5 (0.10%) WebSphere
16 4 (0.083%) Oracle SOA Suite
17 3 (0.062%) WebLogic
Applications
1 82 (1.71%) Microsoft Excel
2 28 (0.58%) Chatbot
3 22 (0.46%) Microsoft Office
4 15 (0.31%) CPLEX
5 14 (0.29%) Microsoft PowerPoint
6 11 (0.23%) MS Visio
7 9 (0.19%) Spreadsheet
8 2 (0.042%) LaTeX
8 2 (0.042%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
8 2 (0.042%) Simulink
8 2 (0.042%) SPSS
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) Mozilla Thunderbird
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 23 (0.48%) Remedy ITSM
2 16 (0.33%) Aladdin
2 16 (0.33%) SAP S/4HANA
3 11 (0.23%) Dynamics CRM
4 8 (0.17%) Remedy AR System
5 6 (0.12%) Front Arena
5 6 (0.12%) NetSuite
5 6 (0.12%) Summit
6 5 (0.10%) Sage X3
7 4 (0.083%) Cloudability
7 4 (0.083%) Oracle EBS
7 4 (0.083%) Oracle ERP
7 4 (0.083%) Payment Gateway
7 4 (0.083%) Salesforce CRM
7 4 (0.083%) SAP IBP
8 3 (0.062%) Actimize
8 3 (0.062%) Endur
9 2 (0.042%) SAP ERP
9 2 (0.042%) SimCorp Dimension
9 2 (0.042%) Teamcenter
Cloud Services
1 1,776 (36.99%) AWS
2 1,685 (35.10%) Azure
3 772 (16.08%) GCP
4 627 (13.06%) GitHub
5 404 (8.41%) Serverless
6 390 (8.12%) Power Platform
7 381 (7.94%) Azure DevOps
8 378 (7.87%) GitHub Actions
9 326 (6.79%) Amazon S3
10 286 (5.96%) AWS Lambda
10 286 (5.96%) Snowflake
11 224 (4.67%) dbt
12 196 (4.08%) Azure Data Factory
13 170 (3.54%) Entra ID
14 167 (3.48%) Amazon CloudWatch
15 162 (3.37%) Amazon EKS
16 141 (2.94%) AWS CloudFormation
17 123 (2.56%) Amazon EC2
18 121 (2.52%) SaaS
19 108 (2.25%) Azure Synapse Analytics
Communications & Networking
1 261 (5.44%) Firewall
2 184 (3.83%) DNS
3 155 (3.23%) Network Security
4 148 (3.08%) TCP/IP
5 124 (2.58%) BGP
6 122 (2.54%) VPN
7 106 (2.21%) WAN
8 75 (1.56%) OSPF
9 72 (1.50%) DHCP
10 69 (1.44%) SD-WAN
11 57 (1.19%) BIG-IP
12 52 (1.08%) F5 BIG-IP LTM
13 49 (1.02%) VLAN
14 48 (1.00%) HTTP
14 48 (1.00%) SSL
15 47 (0.98%) VXLAN
16 44 (0.92%) Ethernet VPN
17 42 (0.87%) MPLS
18 41 (0.85%) Internet
19 40 (0.83%) Broadband
Database & Business Intelligence
1 349 (7.27%) Power BI
2 288 (6.00%) Data Warehouse
3 272 (5.67%) PostgreSQL
4 190 (3.96%) Metadata
5 168 (3.50%) Data Lake
6 163 (3.40%) SQL Server
7 161 (3.35%) Relational Database
8 153 (3.19%) BigQuery
9 146 (3.04%) NoSQL
10 140 (2.92%) Tableau
11 119 (2.48%) Amazon RDS
12 115 (2.40%) Big Data
13 114 (2.37%) Amazon Redshift
14 112 (2.33%) Delta Lake
15 103 (2.15%) MongoDB
16 94 (1.96%) Amazon Athena
17 85 (1.77%) MySQL
18 82 (1.71%) DynamoDB
19 67 (1.40%) Redis
20 49 (1.02%) Snowflake Schema
Development Applications
1 705 (14.68%) Git
2 448 (9.33%) Jenkins
3 432 (9.00%) GitLab
4 268 (5.58%) JIRA
5 103 (2.15%) Selenium
6 62 (1.29%) Postman
7 53 (1.10%) JMeter
8 46 (0.96%) Claude Code
9 45 (0.94%) SonarQube
10 44 (0.92%) Bitbucket
11 43 (0.90%) MLflow
12 41 (0.85%) Cucumber
13 33 (0.69%) Artifactory
14 32 (0.67%) Sonatype Nexus
15 30 (0.62%) LoadRunner
16 28 (0.58%) Maven
16 28 (0.58%) REST Assured
17 26 (0.54%) Gatling
18 25 (0.52%) Cypress.io
19 22 (0.46%) Atlassian Bamboo
General
1 1,132 (23.58%) Social Skills
2 1,109 (23.10%) Finance
3 729 (15.18%) Analytical Skills
4 457 (9.52%) Banking
5 446 (9.29%) Public Sector
6 155 (3.23%) Front Office
7 117 (2.44%) Investment Banking
8 107 (2.23%) Retail
9 89 (1.85%) Inclusion and Diversity
10 80 (1.67%) Marketing
11 74 (1.54%) Telecoms
12 70 (1.46%) Documentation Skills
13 53 (1.10%) Military
14 52 (1.08%) Aerospace
15 47 (0.98%) Law
16 44 (0.92%) Financial Institution
17 43 (0.90%) Pharmaceutical
18 36 (0.75%) Legal
19 33 (0.69%) Influencing Skills
20 31 (0.65%) Manufacturing
Job Titles
1 860 (17.91%) Senior
2 727 (15.14%) Developer
3 712 (14.83%) Data Engineer
4 457 (9.52%) Lead
5 370 (7.71%) Python Developer
6 317 (6.60%) DevOps Engineer
7 300 (6.25%) Python Engineer
8 266 (5.54%) Artificial Intelligence Engineer
9 246 (5.12%) Analyst
10 238 (4.96%) Software Engineer
11 202 (4.21%) Architect
12 176 (3.67%) AWS Engineer
13 174 (3.62%) Senior Data Engineer
14 161 (3.35%) Cloud Engineer
15 156 (3.25%) Platform Engineer
16 152 (3.17%) Data Scientist
16 152 (3.17%) Senior Developer
17 150 (3.12%) Azure Engineer
18 134 (2.79%) Network Engineer
19 132 (2.75%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,237 (25.77%) Terraform
2 480 (10.00%) REST
3 328 (6.83%) PySpark
4 324 (6.75%) Kafka
5 280 (5.83%) React
6 214 (4.46%) .NET
7 183 (3.81%) Django
8 178 (3.71%) FastAPI
9 174 (3.62%) JSON
10 164 (3.42%) RESTful
11 137 (2.85%) LangChain
12 135 (2.81%) pytest
13 120 (2.50%) Pandas
14 119 (2.48%) Node.js
15 113 (2.35%) OAuth
16 111 (2.31%) Flask
17 101 (2.10%) HTML
18 100 (2.08%) LangGraph
19 88 (1.83%) PyTorch
20 87 (1.81%) YAML
Miscellaneous
1 714 (14.87%) Cloud Native
2 253 (5.27%) AI Agents
3 233 (4.85%) Distributed Systems
4 232 (4.83%) Onboarding
5 150 (3.12%) Data Centre
6 136 (2.83%) Product Ownership
7 129 (2.69%) Data Structures
8 121 (2.52%) Legacy Systems
9 112 (2.33%) Algorithms
10 108 (2.25%) Hybrid Cloud
11 106 (2.21%) Enterprise Software
12 86 (1.79%) Security Posture
13 85 (1.77%) Management Information System
14 83 (1.73%) Derivative
15 79 (1.65%) Data Protection Act
16 78 (1.62%) Public Cloud
17 77 (1.60%) PKI
18 72 (1.50%) Equities
19 57 (1.19%) Replication
20 53 (1.10%) Fixed Income
Operating Systems
1 661 (13.77%) Linux
2 314 (6.54%) Windows
3 200 (4.17%) Unix
4 135 (2.81%) Red Hat Enterprise Linux
5 79 (1.65%) Windows Server
6 42 (0.87%) Ubuntu
7 32 (0.67%) VMS
8 24 (0.50%) CentOS
9 20 (0.42%) Solaris
10 15 (0.31%) Android
11 12 (0.25%) AIX
12 10 (0.21%) Apple iOS
13 9 (0.19%) Mac OS
14 8 (0.17%) Amazon Linux
14 8 (0.17%) Windows 10
14 8 (0.17%) Windows Server 2019
15 7 (0.15%) zOS
16 6 (0.12%) FreeRTOS
17 4 (0.083%) Rocky
17 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,065 (43.01%) CI/CD
2 1,458 (30.37%) DevOps
3 1,365 (28.43%) AI
4 1,126 (23.45%) Infrastructure as Code
5 1,093 (22.77%) Agile
6 960 (20.00%) Analytics
7 859 (17.89%) Data Pipeline
8 815 (16.98%) Software Engineering
9 758 (15.79%) Data Engineering
10 757 (15.77%) Problem-Solving
11 709 (14.77%) Machine Learning
12 656 (13.66%) Observability
13 651 (13.56%) Data Modelling
14 649 (13.52%) Containerisation
15 616 (12.83%) Test Automation
16 596 (12.41%) Continuous Improvement
17 577 (12.02%) ETL
18 572 (11.91%) Validation
19 507 (10.56%) Platform Engineering
20 498 (10.37%) Stakeholder Management
Programming Languages
1 1,599 (33.31%) SQL
2 692 (14.41%) PowerShell
3 675 (14.06%) Bash
4 671 (13.98%) Java
5 391 (8.14%) JavaScript
6 307 (6.39%) TypeScript
7 272 (5.67%) C#
8 181 (3.77%) Go
9 125 (2.60%) Shell Script
10 124 (2.58%) Bicep
11 116 (2.42%) R
12 106 (2.21%) C++
13 98 (2.04%) Scala
14 74 (1.54%) Perl
15 56 (1.17%) Data Analysis Expressions
16 54 (1.12%) Groovy
17 48 (1.00%) Rust
18 41 (0.85%) PL/SQL
19 40 (0.83%) C
20 36 (0.75%) T-SQL
Qualifications
1 1,185 (24.68%) Security Cleared
2 941 (19.60%) SC Cleared
3 365 (7.60%) Degree
4 238 (4.96%) DV Cleared
5 139 (2.90%) AWS Certification
6 135 (2.81%) Azure Certification
7 131 (2.73%) Computer Science Degree
8 101 (2.10%) BPSS Clearance
9 94 (1.96%) CISSP
10 72 (1.50%) Cisco Certification
11 68 (1.42%) Master's Degree
12 45 (0.94%) Microsoft Certification
13 34 (0.71%) CCNP
14 33 (0.69%) PhD
15 30 (0.62%) CISM
16 29 (0.60%) AWS Certified Solutions Architect
16 29 (0.60%) CCIE
17 27 (0.56%) DBS Check
18 26 (0.54%) Microsoft Certified Professional
19 25 (0.52%) ISTQB
Quality Assurance & Compliance
1 571 (11.89%) Data Quality
2 290 (6.04%) QA
3 101 (2.10%) NIST
4 88 (1.83%) ISO/IEC 27001
5 80 (1.67%) GDPR
6 71 (1.48%) Accessibility
7 41 (0.85%) SLA
8 36 (0.75%) Actionable Recommendations
9 30 (0.62%) NCSC
10 25 (0.52%) SOC 2
11 24 (0.50%) PCI DSS
12 23 (0.48%) WCAG
13 16 (0.33%) Sarbanes-Oxley
14 12 (0.25%) HIPAA
15 9 (0.19%) ISO 20022
16 7 (0.15%) Basel III
16 7 (0.15%) California Consumer Privacy Act
17 6 (0.12%) Cyber Essentials
17 6 (0.12%) GRC
17 6 (0.12%) NIST 800
System Software
1 854 (17.79%) Docker
2 164 (3.42%) Active Directory
3 107 (2.23%) VMware Infrastructure
4 60 (1.25%) Virtual Machines
5 43 (0.90%) Hyper-V
6 30 (0.62%) VMware NSX
7 27 (0.56%) vSphere
8 18 (0.37%) NFS
9 16 (0.33%) Virtual Desktop
9 16 (0.33%) VMware ESXi
10 15 (0.31%) Firmware
11 11 (0.23%) Oracle RAC
12 10 (0.21%) Squid
13 6 (0.12%) HDFS
13 6 (0.12%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) Slurm Workload Manager
15 4 (0.083%) Ceph
15 4 (0.083%) Dovecot
15 4 (0.083%) PowerHA
Systems Management
1 1,002 (20.87%) Kubernetes
2 585 (12.18%) Ansible
3 272 (5.67%) Grafana
4 202 (4.21%) Prometheus
5 76 (1.58%) Puppet
6 70 (1.46%) Progress Chef
7 63 (1.31%) Argo
8 41 (0.85%) Single Sign-On
9 32 (0.67%) Kibana
10 26 (0.54%) Control-M
10 26 (0.54%) Istio
11 24 (0.50%) Microsoft Intune
12 22 (0.46%) Packer
13 19 (0.40%) FortiGate
14 15 (0.31%) ITRS Geneos
14 15 (0.31%) Kustomize
15 14 (0.29%) vCenter Server
15 14 (0.29%) VxRail
15 14 (0.29%) ZABBIX
16 13 (0.27%) HAProxy
Vendors
1 677 (14.10%) Microsoft
2 508 (10.58%) Databricks
3 340 (7.08%) Google
4 212 (4.42%) Oracle
5 185 (3.85%) Splunk
6 149 (3.10%) OpenAI
7 136 (2.83%) VMware
8 134 (2.79%) ServiceNow
9 130 (2.71%) Cisco
10 93 (1.94%) Dynatrace
11 87 (1.81%) F5
12 84 (1.75%) Palo Alto
12 84 (1.75%) Red Hat
13 81 (1.69%) IBM
14 80 (1.67%) Foundry
15 64 (1.33%) Fortinet
16 62 (1.29%) CyberArk
17 57 (1.19%) Informatica
18 55 (1.15%) SAP
19 48 (1.00%) Arista