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

6 months to
8 Oct 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,800 3,745 3,666
As % of all contract jobs in England 10.38% 13.38% 11.35%
As % of the Programming Languages category 39.79% 40.79% 34.82%
Number of daily rates quoted 3,144 2,466 2,552
10th Percentile £375 £360 £363
25th Percentile £448 £431 £468
Median daily rate (50th Percentile) £550 £525 £589
Median % change year-on-year +4.76% -10.83% -1.88%
75th Percentile £659 £650 £713
90th Percentile £750 £775 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -4.17%
Number of hourly rates quoted 118 75 84
10th Percentile £36.25 £32.53 £27.00
25th Percentile £47.88 £36.25 £46.25
Median hourly rate £63.31 £50.00 £70.00
Median % change year-on-year +26.62% -28.57% +7.69%
75th Percentile £77.50 £58.75 £74.00
90th Percentile £92.11 £81.50 £83.50
UK median hourly rate £61.61 £50.00 £67.02
% change year-on-year +23.21% -25.40% +3.11%

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 12,064 9,182 10,529
As % of all contract IT jobs advertised in England 26.08% 32.81% 32.61%
Number of daily rates quoted 7,809 6,144 7,012
10th Percentile £363 £345 £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 £636 £633 £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 518 266 298
10th Percentile £23.00 £31.25 £30.35
25th Percentile £50.19 £42.25 £47.69
Median hourly rate £65.00 £56.25 £65.00
Median % change year-on-year +15.56% -13.46% -
75th Percentile £70.88 £67.44 £70.00
90th Percentile £82.25 £78.75 £79.42
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 8 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 8 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 8 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 2,847 £575 - 6,713
North of England -1 750 £500 +5.26% 917
South East -5 456 £545 +9.00% 927
Yorkshire -2 376 £500 - 265
North West 0 294 £525 +19.66% 522
South West -3 272 £550 - 469
Midlands -24 220 £500 - 433
West Midlands -21 184 £525 +3.55% 273
East of England -17 142 £478 -13.18% 624
North East -3 89 £425 -8.11% 132
East Midlands -17 36 £438 +6.71% 160
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
1 255 (5.31%) Apache Airflow
2 248 (5.17%) Apache Spark
3 201 (4.19%) Apache
4 129 (2.69%) Confluence
5 51 (1.06%) Jupyter
6 49 (1.02%) SharePoint
7 30 (0.63%) OpenStack
7 30 (0.63%) SAS
8 25 (0.52%) nginx
9 23 (0.48%) Palantir Foundry
10 21 (0.44%) IIS
11 19 (0.40%) ArcGIS
12 9 (0.19%) CMS
13 7 (0.15%) Microsoft Exchange
13 7 (0.15%) Tomcat
14 5 (0.10%) Apache Solr
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
14 5 (0.10%) WebSphere
15 3 (0.063%) PowerExchange
Applications
1 79 (1.65%) Microsoft Excel
2 30 (0.63%) Chatbot
3 21 (0.44%) Microsoft Office
4 15 (0.31%) CPLEX
5 13 (0.27%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 9 (0.19%) Spreadsheet
8 2 (0.042%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
8 2 (0.042%) Simulink
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) LaTeX
9 1 (0.021%) Mozilla Thunderbird
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 23 (0.48%) Remedy ITSM
2 17 (0.35%) SAP S/4HANA
3 16 (0.33%) Aladdin
4 10 (0.21%) Dynamics CRM
5 8 (0.17%) Remedy AR System
6 6 (0.13%) Front Arena
6 6 (0.13%) NetSuite
6 6 (0.13%) Summit
7 5 (0.10%) Sage X3
8 4 (0.083%) Oracle EBS
8 4 (0.083%) Oracle ERP
8 4 (0.083%) Salesforce CRM
8 4 (0.083%) SAP IBP
9 3 (0.063%) Actimize
9 3 (0.063%) Cloudability
9 3 (0.063%) Endur
9 3 (0.063%) Payment Gateway
9 3 (0.063%) Teamcenter
10 2 (0.042%) SAP ERP
10 2 (0.042%) Workday HCM
Cloud Services
1 1,776 (37.00%) AWS
2 1,687 (35.15%) Azure
3 779 (16.23%) GCP
4 624 (13.00%) GitHub
5 406 (8.46%) Serverless
6 395 (8.23%) Power Platform
7 383 (7.98%) Azure DevOps
8 376 (7.83%) GitHub Actions
9 329 (6.85%) Amazon S3
10 290 (6.04%) AWS Lambda
11 285 (5.94%) Snowflake
12 225 (4.69%) dbt
13 197 (4.10%) Azure Data Factory
14 168 (3.50%) Amazon CloudWatch
15 167 (3.48%) Entra ID
16 162 (3.38%) Amazon EKS
17 141 (2.94%) AWS CloudFormation
18 124 (2.58%) Amazon EC2
19 114 (2.38%) SaaS
20 113 (2.35%) Azure Synapse Analytics
Communications & Networking
1 263 (5.48%) Firewall
2 178 (3.71%) DNS
3 155 (3.23%) Network Security
4 144 (3.00%) TCP/IP
5 119 (2.48%) VPN
6 115 (2.40%) BGP
7 104 (2.17%) WAN
8 71 (1.48%) DHCP
9 68 (1.42%) SD-WAN
10 66 (1.38%) OSPF
11 57 (1.19%) BIG-IP
12 52 (1.08%) F5 BIG-IP LTM
13 50 (1.04%) VXLAN
14 48 (1.00%) SSL
15 46 (0.96%) HTTP
15 46 (0.96%) VLAN
16 43 (0.90%) Ethernet VPN
17 40 (0.83%) Broadband
18 38 (0.79%) MPLS
18 38 (0.79%) Wi-Fi
Database & Business Intelligence
1 355 (7.40%) Power BI
2 286 (5.96%) Data Warehouse
3 269 (5.60%) PostgreSQL
4 190 (3.96%) Metadata
5 172 (3.58%) SQL Server
6 168 (3.50%) Data Lake
7 160 (3.33%) Relational Database
8 158 (3.29%) BigQuery
9 148 (3.08%) NoSQL
10 143 (2.98%) Tableau
11 119 (2.48%) Amazon RDS
12 117 (2.44%) Amazon Redshift
13 114 (2.38%) Big Data
14 111 (2.31%) Delta Lake
15 100 (2.08%) MongoDB
16 96 (2.00%) Amazon Athena
17 84 (1.75%) MySQL
18 83 (1.73%) DynamoDB
19 69 (1.44%) Redis
20 49 (1.02%) Snowflake Schema
Development Applications
1 701 (14.60%) Git
2 445 (9.27%) Jenkins
3 433 (9.02%) GitLab
4 263 (5.48%) JIRA
5 101 (2.10%) Selenium
6 61 (1.27%) Postman
7 53 (1.10%) JMeter
8 43 (0.90%) Claude Code
8 43 (0.90%) SonarQube
9 42 (0.88%) Bitbucket
9 42 (0.88%) MLflow
10 39 (0.81%) Cucumber
11 34 (0.71%) Artifactory
12 32 (0.67%) Sonatype Nexus
13 30 (0.63%) LoadRunner
14 28 (0.58%) Maven
14 28 (0.58%) REST Assured
15 24 (0.50%) Cypress.io
15 24 (0.50%) Gatling
16 22 (0.46%) Atlassian Bamboo
General
1 1,131 (23.56%) Social Skills
2 1,098 (22.88%) Finance
3 729 (15.19%) Analytical Skills
4 454 (9.46%) Public Sector
5 440 (9.17%) Banking
6 154 (3.21%) Front Office
7 115 (2.40%) Investment Banking
8 105 (2.19%) Retail
9 91 (1.90%) Inclusion and Diversity
10 77 (1.60%) Marketing
11 76 (1.58%) Documentation Skills
12 75 (1.56%) Telecoms
13 55 (1.15%) Military
14 51 (1.06%) Aerospace
15 49 (1.02%) Law
16 42 (0.88%) Financial Institution
16 42 (0.88%) Pharmaceutical
17 35 (0.73%) Legal
18 33 (0.69%) Influencing Skills
19 32 (0.67%) Manufacturing
Job Titles
1 855 (17.81%) Senior
2 735 (15.31%) Developer
3 716 (14.92%) Data Engineer
4 448 (9.33%) Lead
5 377 (7.85%) Python Developer
6 318 (6.63%) DevOps Engineer
7 300 (6.25%) Python Engineer
8 268 (5.58%) Artificial Intelligence Engineer
9 243 (5.06%) Analyst
10 238 (4.96%) Software Engineer
11 201 (4.19%) Architect
12 176 (3.67%) AWS Engineer
13 173 (3.60%) Senior Data Engineer
14 162 (3.38%) Cloud Engineer
15 156 (3.25%) Senior Developer
16 155 (3.23%) Data Scientist
17 154 (3.21%) Azure Engineer
17 154 (3.21%) Platform Engineer
18 133 (2.77%) Network Engineer
19 128 (2.67%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,232 (25.67%) Terraform
2 478 (9.96%) REST
3 325 (6.77%) PySpark
4 324 (6.75%) Kafka
5 277 (5.77%) React
6 218 (4.54%) .NET
7 183 (3.81%) Django
8 178 (3.71%) FastAPI
9 169 (3.52%) JSON
10 167 (3.48%) RESTful
11 136 (2.83%) LangChain
12 135 (2.81%) pytest
13 122 (2.54%) Pandas
14 119 (2.48%) Node.js
15 115 (2.40%) OAuth
16 111 (2.31%) Flask
17 101 (2.10%) HTML
18 99 (2.06%) LangGraph
19 90 (1.88%) PyTorch
20 87 (1.81%) Model Context Protocol
Miscellaneous
1 713 (14.85%) Cloud Native
2 250 (5.21%) AI Agents
3 241 (5.02%) Distributed Systems
4 233 (4.85%) Onboarding
5 146 (3.04%) Data Centre
6 135 (2.81%) Product Ownership
7 128 (2.67%) Data Structures
8 120 (2.50%) Legacy Systems
9 114 (2.38%) Algorithms
10 108 (2.25%) Hybrid Cloud
11 106 (2.21%) Enterprise Software
12 89 (1.85%) Management Information System
13 85 (1.77%) Security Posture
14 84 (1.75%) Derivative
15 79 (1.65%) Data Protection Act
16 77 (1.60%) PKI
16 77 (1.60%) Public Cloud
17 73 (1.52%) Equities
18 56 (1.17%) Replication
19 53 (1.10%) Fixed Income
Operating Systems
1 667 (13.90%) Linux
2 324 (6.75%) Windows
3 207 (4.31%) Unix
4 135 (2.81%) Red Hat Enterprise Linux
5 82 (1.71%) Windows Server
6 41 (0.85%) Ubuntu
7 32 (0.67%) VMS
8 24 (0.50%) CentOS
9 20 (0.42%) Solaris
10 13 (0.27%) Android
11 12 (0.25%) AIX
12 9 (0.19%) Apple iOS
12 9 (0.19%) Mac OS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
14 7 (0.15%) zOS
15 5 (0.10%) FreeRTOS
16 4 (0.083%) Rocky
16 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,053 (42.77%) CI/CD
2 1,454 (30.29%) DevOps
3 1,360 (28.33%) AI
4 1,117 (23.27%) Infrastructure as Code
5 1,093 (22.77%) Agile
6 960 (20.00%) Analytics
7 861 (17.94%) Data Pipeline
8 810 (16.88%) Software Engineering
9 767 (15.98%) Problem-Solving
10 751 (15.65%) Data Engineering
11 712 (14.83%) Machine Learning
12 655 (13.65%) Containerisation
13 654 (13.63%) Observability
14 650 (13.54%) Data Modelling
15 606 (12.63%) Test Automation
16 588 (12.25%) Continuous Improvement
17 572 (11.92%) ETL
18 564 (11.75%) Validation
19 502 (10.46%) Platform Engineering
20 485 (10.10%) Stakeholder Management
Programming Languages
1 1,597 (33.27%) SQL
2 696 (14.50%) PowerShell
3 680 (14.17%) Java
4 675 (14.06%) Bash
5 385 (8.02%) JavaScript
6 306 (6.38%) TypeScript
7 275 (5.73%) C#
8 191 (3.98%) Go
9 124 (2.58%) Shell Script
10 121 (2.52%) Bicep
11 116 (2.42%) R
12 109 (2.27%) C++
13 99 (2.06%) Scala
14 74 (1.54%) Perl
15 54 (1.13%) Data Analysis Expressions
16 53 (1.10%) Groovy
17 48 (1.00%) Rust
18 44 (0.92%) C
19 41 (0.85%) PL/SQL
20 36 (0.75%) T-SQL
Qualifications
1 1,192 (24.83%) Security Cleared
2 946 (19.71%) SC Cleared
3 371 (7.73%) Degree
4 237 (4.94%) DV Cleared
5 137 (2.85%) AWS Certification
6 135 (2.81%) Azure Certification
7 132 (2.75%) Computer Science Degree
8 103 (2.15%) BPSS Clearance
9 95 (1.98%) CISSP
10 73 (1.52%) Cisco Certification
11 67 (1.40%) Master's Degree
12 45 (0.94%) Microsoft Certification
13 35 (0.73%) CCNP
14 34 (0.71%) PhD
15 30 (0.63%) CISM
16 29 (0.60%) AWS Certified Solutions Architect
16 29 (0.60%) CCIE
17 28 (0.58%) DBS Check
18 26 (0.54%) Microsoft Certified Professional
19 22 (0.46%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 573 (11.94%) Data Quality
2 288 (6.00%) QA
3 110 (2.29%) NIST
4 97 (2.02%) ISO/IEC 27001
5 76 (1.58%) GDPR
6 69 (1.44%) Accessibility
7 39 (0.81%) SLA
8 36 (0.75%) Actionable Recommendations
9 30 (0.63%) NCSC
10 25 (0.52%) PCI DSS
11 23 (0.48%) SOC 2
12 21 (0.44%) WCAG
13 17 (0.35%) Sarbanes-Oxley
14 13 (0.27%) HIPAA
15 9 (0.19%) ISO 20022
16 7 (0.15%) Basel III
16 7 (0.15%) California Consumer Privacy Act
17 6 (0.13%) Cyber Essentials
17 6 (0.13%) MiFID
17 6 (0.13%) NIST 800
System Software
1 849 (17.69%) Docker
2 173 (3.60%) Active Directory
3 107 (2.23%) VMware Infrastructure
4 60 (1.25%) Virtual Machines
5 44 (0.92%) Hyper-V
6 30 (0.63%) VMware NSX
7 27 (0.56%) vSphere
8 18 (0.38%) NFS
9 17 (0.35%) Firmware
10 16 (0.33%) Virtual Desktop
10 16 (0.33%) VMware ESXi
11 12 (0.25%) Oracle RAC
12 10 (0.21%) Squid
13 6 (0.13%) HDFS
13 6 (0.13%) 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 (20.88%) Kubernetes
2 580 (12.08%) Ansible
3 273 (5.69%) Grafana
4 207 (4.31%) Prometheus
5 78 (1.63%) Puppet
6 70 (1.46%) Progress Chef
7 63 (1.31%) Argo
8 40 (0.83%) Single Sign-On
9 32 (0.67%) Kibana
10 28 (0.58%) Istio
11 26 (0.54%) Control-M
12 24 (0.50%) Microsoft Intune
13 22 (0.46%) Packer
14 19 (0.40%) FortiGate
15 15 (0.31%) Kustomize
16 14 (0.29%) ITRS Geneos
16 14 (0.29%) vCenter Server
16 14 (0.29%) VxRail
16 14 (0.29%) ZABBIX
17 13 (0.27%) HAProxy
Vendors
1 666 (13.88%) Microsoft
2 508 (10.58%) Databricks
3 337 (7.02%) Google
4 206 (4.29%) Oracle
5 181 (3.77%) Splunk
6 147 (3.06%) OpenAI
7 137 (2.85%) VMware
8 130 (2.71%) Cisco
9 128 (2.67%) ServiceNow
10 94 (1.96%) Dynatrace
11 84 (1.75%) F5
11 84 (1.75%) Red Hat
12 82 (1.71%) Palo Alto
13 80 (1.67%) IBM
14 76 (1.58%) Foundry
15 70 (1.46%) CyberArk
16 64 (1.33%) Fortinet
17 56 (1.17%) Informatica
18 55 (1.15%) SAP
19 44 (0.92%) Arista