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

6 months to
5 Oct 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,757 3,720 3,673
As % of all contract jobs in England 10.32% 13.32% 11.32%
As % of the Programming Languages category 39.85% 40.58% 34.72%
Number of daily rates quoted 3,116 2,456 2,558
10th Percentile £375 £362 £363
25th Percentile £450 £432 £468
Median daily rate (50th Percentile) £550 £525 £588
Median % change year-on-year +4.76% -10.64% -2.08%
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 117 75 84
10th Percentile £36.25 £32.53 £27.00
25th Percentile £47.50 £36.25 £46.25
Median hourly rate £63.14 £50.00 £70.00
Median % change year-on-year +26.27% -28.57% +7.69%
75th Percentile £77.50 £58.75 £74.00
90th Percentile £92.11 £81.50 £83.50
UK median hourly rate £62.40 £50.00 £67.02
% change year-on-year +24.80% -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 11,937 9,166 10,578
As % of all contract IT jobs advertised in England 25.89% 32.82% 32.61%
Number of daily rates quoted 7,721 6,146 7,060
10th Percentile £363 £345 £355
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 £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 508 269 301
10th Percentile £26.51 £31.25 £30.50
25th Percentile £51.25 £42.25 £48.25
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +3.17%
75th Percentile £70.13 £68.00 £70.00
90th Percentile £79.00 £78.75 £79.17
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +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 5 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 5 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 5 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 2,824 £575 - 6,605
North of England +1 741 £500 +5.26% 1,193
South East -4 451 £543 +8.50% 1,224
Yorkshire -2 373 £500 - 378
North West -1 289 £525 +19.32% 634
South West -1 267 £550 - 577
Midlands -22 221 £500 - 554
West Midlands -19 184 £525 +5.00% 321
East of England -13 142 £484 -12.05% 686
North East -1 88 £425 -8.11% 188
East Midlands -14 37 £456 +11.28% 233
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
1 251 (5.28%) Apache Airflow
2 243 (5.11%) Apache Spark
3 196 (4.12%) Apache
4 130 (2.73%) Confluence
5 51 (1.07%) Jupyter
6 47 (0.99%) SharePoint
7 30 (0.63%) OpenStack
8 29 (0.61%) SAS
9 22 (0.46%) nginx
9 22 (0.46%) Palantir Foundry
10 21 (0.44%) IIS
11 19 (0.40%) ArcGIS
12 9 (0.19%) CMS
13 7 (0.15%) Tomcat
14 6 (0.13%) Microsoft Exchange
15 5 (0.11%) Apache Solr
15 5 (0.11%) Camunda
15 5 (0.11%) Oracle SOA Suite
15 5 (0.11%) WebSphere
16 3 (0.063%) PowerExchange
Applications
1 79 (1.66%) Microsoft Excel
2 30 (0.63%) Chatbot
3 21 (0.44%) Microsoft Office
4 15 (0.32%) 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 16 (0.34%) Aladdin
2 16 (0.34%) SAP S/4HANA
3 10 (0.21%) Dynamics CRM
4 8 (0.17%) Remedy AR System
5 6 (0.13%) Front Arena
5 6 (0.13%) NetSuite
5 6 (0.13%) Summit
6 5 (0.11%) Sage X3
7 4 (0.084%) Oracle EBS
7 4 (0.084%) Oracle ERP
7 4 (0.084%) Salesforce CRM
7 4 (0.084%) SAP IBP
8 3 (0.063%) Actimize
8 3 (0.063%) Cloudability
8 3 (0.063%) Endur
8 3 (0.063%) Payment Gateway
8 3 (0.063%) Teamcenter
9 2 (0.042%) BambooHR
9 2 (0.042%) FIS Private Capital Suite
Cloud Services
1 1,765 (37.10%) AWS
2 1,667 (35.04%) Azure
3 764 (16.06%) GCP
4 623 (13.10%) GitHub
5 404 (8.49%) Serverless
6 399 (8.39%) Power Platform
7 380 (7.99%) Azure DevOps
8 374 (7.86%) GitHub Actions
9 329 (6.92%) Amazon S3
10 286 (6.01%) AWS Lambda
11 283 (5.95%) Snowflake
12 218 (4.58%) dbt
13 194 (4.08%) Azure Data Factory
14 163 (3.43%) Amazon CloudWatch
15 161 (3.38%) Entra ID
16 158 (3.32%) Amazon EKS
17 140 (2.94%) AWS CloudFormation
18 123 (2.59%) Amazon EC2
19 115 (2.42%) SaaS
20 110 (2.31%) Azure Synapse Analytics
Communications & Networking
1 263 (5.53%) Firewall
2 176 (3.70%) DNS
3 152 (3.20%) Network Security
4 144 (3.03%) TCP/IP
5 116 (2.44%) BGP
5 116 (2.44%) VPN
6 104 (2.19%) WAN
7 71 (1.49%) DHCP
8 68 (1.43%) SD-WAN
9 66 (1.39%) OSPF
10 56 (1.18%) BIG-IP
11 51 (1.07%) F5 BIG-IP LTM
12 50 (1.05%) VXLAN
13 48 (1.01%) SSL
14 46 (0.97%) HTTP
14 46 (0.97%) VLAN
15 43 (0.90%) Ethernet VPN
16 38 (0.80%) Broadband
16 38 (0.80%) MPLS
17 37 (0.78%) Wi-Fi
Database & Business Intelligence
1 359 (7.55%) Power BI
2 283 (5.95%) Data Warehouse
3 273 (5.74%) PostgreSQL
4 188 (3.95%) Metadata
5 176 (3.70%) SQL Server
6 164 (3.45%) Data Lake
7 162 (3.41%) Relational Database
8 161 (3.38%) BigQuery
9 147 (3.09%) NoSQL
10 144 (3.03%) Tableau
11 115 (2.42%) Amazon Redshift
12 111 (2.33%) Amazon RDS
12 111 (2.33%) Big Data
13 110 (2.31%) Delta Lake
14 99 (2.08%) MongoDB
15 95 (2.00%) Amazon Athena
16 83 (1.74%) MySQL
17 81 (1.70%) DynamoDB
18 68 (1.43%) Redis
19 48 (1.01%) Snowflake Schema
Development Applications
1 682 (14.34%) Git
2 432 (9.08%) Jenkins
3 421 (8.85%) GitLab
4 261 (5.49%) JIRA
5 98 (2.06%) Selenium
6 60 (1.26%) Postman
7 53 (1.11%) JMeter
8 43 (0.90%) SonarQube
9 42 (0.88%) Bitbucket
9 42 (0.88%) Claude Code
10 40 (0.84%) MLflow
11 38 (0.80%) Cucumber
12 34 (0.71%) Artifactory
13 32 (0.67%) Sonatype Nexus
14 30 (0.63%) LoadRunner
15 28 (0.59%) REST Assured
16 27 (0.57%) Maven
17 24 (0.50%) Gatling
18 22 (0.46%) SoapUI
18 22 (0.46%) Zephyr
General
1 1,120 (23.54%) Social Skills
2 1,089 (22.89%) Finance
3 719 (15.11%) Analytical Skills
4 450 (9.46%) Public Sector
5 430 (9.04%) Banking
6 154 (3.24%) Front Office
7 112 (2.35%) Investment Banking
8 105 (2.21%) Retail
9 90 (1.89%) Inclusion and Diversity
10 78 (1.64%) Marketing
11 76 (1.60%) Documentation Skills
11 76 (1.60%) Telecoms
12 55 (1.16%) Military
13 50 (1.05%) Aerospace
14 47 (0.99%) Law
15 42 (0.88%) Financial Institution
16 41 (0.86%) Pharmaceutical
17 36 (0.76%) Legal
18 33 (0.69%) Influencing Skills
18 33 (0.69%) Manufacturing
Job Titles
1 853 (17.93%) Senior
2 731 (15.37%) Developer
3 701 (14.74%) Data Engineer
4 445 (9.35%) Lead
5 373 (7.84%) Python Developer
6 310 (6.52%) DevOps Engineer
7 298 (6.26%) Python Engineer
8 265 (5.57%) Artificial Intelligence Engineer
9 237 (4.98%) Analyst
9 237 (4.98%) Software Engineer
10 202 (4.25%) Architect
11 173 (3.64%) AWS Engineer
12 171 (3.59%) Senior Data Engineer
13 160 (3.36%) Cloud Engineer
14 156 (3.28%) Senior Developer
15 155 (3.26%) Platform Engineer
16 153 (3.22%) Data Scientist
17 149 (3.13%) Azure Engineer
18 134 (2.82%) Network Engineer
19 128 (2.69%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,222 (25.69%) Terraform
2 467 (9.82%) REST
3 320 (6.73%) Kafka
4 315 (6.62%) PySpark
5 266 (5.59%) React
6 213 (4.48%) .NET
7 181 (3.80%) Django
8 178 (3.74%) FastAPI
9 168 (3.53%) JSON
10 167 (3.51%) RESTful
11 136 (2.86%) LangChain
12 132 (2.77%) pytest
13 122 (2.56%) Node.js
13 122 (2.56%) Pandas
14 111 (2.33%) OAuth
15 104 (2.19%) Flask
16 99 (2.08%) HTML
17 96 (2.02%) LangGraph
18 90 (1.89%) PyTorch
19 89 (1.87%) YAML
Miscellaneous
1 705 (14.82%) Cloud Native
2 249 (5.23%) AI Agents
3 242 (5.09%) Distributed Systems
4 229 (4.81%) Onboarding
5 144 (3.03%) Data Centre
6 131 (2.75%) Product Ownership
7 126 (2.65%) Data Structures
8 122 (2.56%) Legacy Systems
9 113 (2.38%) Algorithms
10 106 (2.23%) Hybrid Cloud
11 101 (2.12%) Enterprise Software
12 88 (1.85%) Management Information System
13 83 (1.74%) Derivative
14 82 (1.72%) Security Posture
15 81 (1.70%) Data Protection Act
16 75 (1.58%) PKI
17 74 (1.56%) Public Cloud
18 73 (1.53%) Equities
19 55 (1.16%) Replication
20 53 (1.11%) Self-Motivation
Operating Systems
1 658 (13.83%) Linux
2 318 (6.68%) Windows
3 205 (4.31%) Unix
4 136 (2.86%) Red Hat Enterprise Linux
5 83 (1.74%) Windows Server
6 42 (0.88%) Ubuntu
7 31 (0.65%) VMS
8 24 (0.50%) CentOS
9 20 (0.42%) Solaris
10 13 (0.27%) Android
11 11 (0.23%) AIX
12 9 (0.19%) Apple iOS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Mac OS
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
14 7 (0.15%) zOS
15 5 (0.11%) Embedded Linux
15 5 (0.11%) FreeRTOS
16 4 (0.084%) Rocky
Processes & Methodologies
1 2,028 (42.63%) CI/CD
2 1,436 (30.19%) DevOps
3 1,344 (28.25%) AI
4 1,107 (23.27%) Infrastructure as Code
5 1,083 (22.77%) Agile
6 953 (20.03%) Analytics
7 849 (17.85%) Data Pipeline
8 807 (16.96%) Software Engineering
9 757 (15.91%) Problem-Solving
10 737 (15.49%) Data Engineering
11 707 (14.86%) Machine Learning
12 648 (13.62%) Containerisation
13 646 (13.58%) Observability
14 645 (13.56%) Data Modelling
15 591 (12.42%) Test Automation
16 580 (12.19%) Continuous Improvement
17 564 (11.86%) ETL
18 554 (11.65%) Validation
19 497 (10.45%) Platform Engineering
20 479 (10.07%) Data Science
Programming Languages
1 1,588 (33.38%) SQL
2 686 (14.42%) PowerShell
3 674 (14.17%) Java
4 672 (14.13%) Bash
5 374 (7.86%) JavaScript
6 307 (6.45%) TypeScript
7 274 (5.76%) C#
8 190 (3.99%) Go
9 122 (2.56%) Shell Script
10 119 (2.50%) Bicep
10 119 (2.50%) R
11 109 (2.29%) C++
12 99 (2.08%) Scala
13 74 (1.56%) Perl
14 56 (1.18%) Data Analysis Expressions
15 50 (1.05%) Groovy
16 48 (1.01%) Rust
17 44 (0.92%) C
18 41 (0.86%) PL/SQL
19 37 (0.78%) T-SQL
Qualifications
1 1,169 (24.57%) Security Cleared
2 927 (19.49%) SC Cleared
3 369 (7.76%) Degree
4 234 (4.92%) DV Cleared
5 137 (2.88%) Azure Certification
6 134 (2.82%) AWS Certification
7 131 (2.75%) Computer Science Degree
8 102 (2.14%) BPSS Clearance
9 94 (1.98%) CISSP
10 74 (1.56%) Cisco Certification
11 66 (1.39%) Master's Degree
12 46 (0.97%) Microsoft Certification
13 35 (0.74%) CCNP
14 34 (0.71%) PhD
15 29 (0.61%) CCIE
15 29 (0.61%) CISM
16 28 (0.59%) AWS Certified Solutions Architect
16 28 (0.59%) DBS Check
17 27 (0.57%) Microsoft Certified Professional
18 24 (0.50%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 559 (11.75%) Data Quality
2 285 (5.99%) QA
3 112 (2.35%) NIST
4 99 (2.08%) ISO/IEC 27001
5 77 (1.62%) GDPR
6 69 (1.45%) Accessibility
7 39 (0.82%) SLA
8 36 (0.76%) Actionable Recommendations
9 29 (0.61%) NCSC
10 25 (0.53%) PCI DSS
11 23 (0.48%) SOC 2
12 21 (0.44%) WCAG
13 18 (0.38%) Sarbanes-Oxley
14 14 (0.29%) HIPAA
15 9 (0.19%) ISO 20022
16 7 (0.15%) Basel III
16 7 (0.15%) California Consumer Privacy Act
16 7 (0.15%) Cyber Essentials
17 6 (0.13%) MiFID
17 6 (0.13%) NIST 800
System Software
1 836 (17.57%) Docker
2 168 (3.53%) Active Directory
3 110 (2.31%) VMware Infrastructure
4 58 (1.22%) Virtual Machines
5 46 (0.97%) Hyper-V
6 30 (0.63%) VMware NSX
7 29 (0.61%) vSphere
8 18 (0.38%) NFS
8 18 (0.38%) VMware ESXi
9 16 (0.34%) Firmware
10 13 (0.27%) Virtual Desktop
11 12 (0.25%) Oracle RAC
12 10 (0.21%) Squid
13 6 (0.13%) Postfix
14 5 (0.11%) HDFS
14 5 (0.11%) KVM
14 5 (0.11%) Slurm Workload Manager
15 4 (0.084%) Ceph
15 4 (0.084%) Dovecot
15 4 (0.084%) PowerHA
Systems Management
1 989 (20.79%) Kubernetes
2 576 (12.11%) Ansible
3 273 (5.74%) Grafana
4 208 (4.37%) Prometheus
5 76 (1.60%) Puppet
6 69 (1.45%) Progress Chef
7 63 (1.32%) Argo
8 37 (0.78%) Single Sign-On
9 28 (0.59%) Kibana
10 27 (0.57%) Istio
11 26 (0.55%) Control-M
12 24 (0.50%) Microsoft Intune
13 22 (0.46%) Packer
14 19 (0.40%) FortiGate
15 15 (0.32%) vCenter Server
16 14 (0.29%) ITRS Geneos
16 14 (0.29%) Kustomize
16 14 (0.29%) VxRail
16 14 (0.29%) ZABBIX
17 13 (0.27%) HAProxy
Vendors
1 654 (13.75%) Microsoft
2 503 (10.57%) Databricks
3 330 (6.94%) Google
4 206 (4.33%) Oracle
5 181 (3.80%) Splunk
6 144 (3.03%) OpenAI
7 140 (2.94%) VMware
8 133 (2.80%) Cisco
9 121 (2.54%) ServiceNow
10 92 (1.93%) Dynatrace
11 85 (1.79%) Red Hat
12 83 (1.74%) F5
12 83 (1.74%) Palo Alto
13 79 (1.66%) IBM
14 72 (1.51%) Foundry
15 68 (1.43%) CyberArk
16 66 (1.39%) Fortinet
17 57 (1.20%) Informatica
18 54 (1.14%) SAP
19 44 (0.92%) Arista