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

6 months to
13 Oct 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,845 3,752 3,648
As % of all contract jobs in England 10.41% 13.44% 11.41%
As % of the Programming Languages category 39.89% 41.23% 35.12%
Number of daily rates quoted 3,162 2,483 2,523
10th Percentile £380 £363 £363
25th Percentile £447 £431 £468
Median daily rate (50th Percentile) £550 £525 £588
Median % change year-on-year +4.76% -10.64% -2.08%
75th Percentile £660 £650 £713
90th Percentile £750 £775 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -2.25%
Number of hourly rates quoted 115 72 81
10th Percentile £36.25 £31.84 £22.00
25th Percentile £47.00 £36.25 £46.18
Median hourly rate £63.48 £50.00 £68.75
Median % change year-on-year +26.96% -27.27% +5.77%
75th Percentile £80.25 £62.31 £70.00
90th Percentile £92.11 £84.25 £75.00
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 12,147 9,101 10,388
As % of all contract IT jobs advertised in England 26.09% 32.61% 32.49%
Number of daily rates quoted 7,851 6,093 6,876
10th Percentile £363 £346 £351
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £543
Median % change year-on-year +2.44% -5.53% -1.36%
75th Percentile £638 £630 £650
90th Percentile £738 £750 £788
UK median daily rate £525 £505 £525
% change year-on-year +3.91% -3.76% -4.55%
Number of hourly rates quoted 523 264 289
10th Percentile £22.60 £31.25 £30.00
25th Percentile £48.82 £42.25 £47.00
Median hourly rate £65.00 £56.25 £65.00
Median % change year-on-year +15.56% -13.46% +4.00%
75th Percentile £70.75 £68.00 £70.00
90th Percentile £81.60 £78.75 £75.00
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 13 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 13 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 13 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 2,884 £575 - 4,774
North of England -1 752 £500 +5.26% 755
South East -9 442 £550 +10.00% 599
Yorkshire -3 376 £500 - 222
North West -3 298 £525 +20.34% 417
South West -1 274 £550 - 337
Midlands -20 237 £477 -4.60% 306
West Midlands -21 203 £488 -3.18% 192
East of England -18 142 £478 -9.05% 370
North East -3 87 £425 -14.14% 119
East Midlands -16 34 £425 +3.66% 114
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 (5.26%) Apache Airflow
1 255 (5.26%) Apache Spark
2 206 (4.25%) Apache
3 138 (2.85%) Confluence
4 52 (1.07%) SharePoint
5 50 (1.03%) Jupyter
6 48 (0.99%) SAS
7 30 (0.62%) OpenStack
8 25 (0.52%) nginx
9 23 (0.47%) Palantir Foundry
10 21 (0.43%) IIS
11 19 (0.39%) ArcGIS
12 10 (0.21%) CMS
13 8 (0.17%) Microsoft Exchange
14 7 (0.14%) 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 83 (1.71%) Microsoft Excel
2 28 (0.58%) Chatbot
3 22 (0.45%) Microsoft Office
4 15 (0.31%) CPLEX
4 15 (0.31%) Microsoft PowerPoint
5 12 (0.25%) MS Visio
6 9 (0.19%) Spreadsheet
7 2 (0.041%) LaTeX
7 2 (0.041%) Microsoft Project
7 2 (0.041%) Navisworks
7 2 (0.041%) Revit
7 2 (0.041%) Simulink
7 2 (0.041%) SPSS
8 1 (0.021%) Adobe Creative Suite
8 1 (0.021%) CINEMA 4D
8 1 (0.021%) Houdini
8 1 (0.021%) Mozilla Thunderbird
8 1 (0.021%) Weka
8 1 (0.021%) Zemax
Business Applications
1 23 (0.47%) Remedy ITSM
2 16 (0.33%) Aladdin
2 16 (0.33%) SAP S/4HANA
3 10 (0.21%) 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
8 3 (0.062%) Actimize
8 3 (0.062%) Endur
8 3 (0.062%) SAP IBP
9 2 (0.041%) SAP ERP
9 2 (0.041%) SimCorp Dimension
9 2 (0.041%) Teamcenter
Cloud Services
1 1,799 (37.13%) AWS
2 1,693 (34.94%) Azure
3 775 (16.00%) GCP
4 635 (13.11%) GitHub
5 410 (8.46%) Serverless
6 391 (8.07%) Power Platform
7 384 (7.93%) Azure DevOps
8 383 (7.91%) GitHub Actions
9 330 (6.81%) Amazon S3
10 290 (5.99%) Snowflake
11 289 (5.96%) AWS Lambda
12 224 (4.62%) dbt
13 197 (4.07%) Azure Data Factory
14 173 (3.57%) Entra ID
15 169 (3.49%) Amazon CloudWatch
16 164 (3.38%) Amazon EKS
17 143 (2.95%) AWS CloudFormation
18 124 (2.56%) Amazon EC2
19 121 (2.50%) SaaS
20 108 (2.23%) Azure Synapse Analytics
Communications & Networking
1 262 (5.41%) Firewall
2 186 (3.84%) DNS
3 157 (3.24%) Network Security
4 149 (3.08%) TCP/IP
5 125 (2.58%) BGP
6 123 (2.54%) VPN
7 107 (2.21%) WAN
8 75 (1.55%) OSPF
9 72 (1.49%) DHCP
10 70 (1.44%) SD-WAN
11 57 (1.18%) BIG-IP
12 52 (1.07%) F5 BIG-IP LTM
13 50 (1.03%) VLAN
14 48 (0.99%) SSL
15 47 (0.97%) HTTP
15 47 (0.97%) VXLAN
16 44 (0.91%) Ethernet VPN
17 42 (0.87%) Broadband
17 42 (0.87%) Internet
17 42 (0.87%) MPLS
Database & Business Intelligence
1 349 (7.20%) Power BI
2 290 (5.99%) Data Warehouse
3 274 (5.66%) PostgreSQL
4 192 (3.96%) Metadata
5 169 (3.49%) Data Lake
6 162 (3.34%) SQL Server
7 161 (3.32%) Relational Database
8 154 (3.18%) BigQuery
9 145 (2.99%) NoSQL
10 141 (2.91%) Tableau
11 119 (2.46%) Amazon RDS
12 115 (2.37%) Amazon Redshift
12 115 (2.37%) Big Data
13 114 (2.35%) Delta Lake
14 105 (2.17%) MongoDB
15 95 (1.96%) Amazon Athena
16 85 (1.75%) MySQL
17 83 (1.71%) DynamoDB
18 67 (1.38%) Redis
19 48 (0.99%) Snowflake Schema
Development Applications
1 718 (14.82%) Git
2 462 (9.54%) Jenkins
3 435 (8.98%) GitLab
4 277 (5.72%) JIRA
5 103 (2.13%) Selenium
6 62 (1.28%) Postman
7 53 (1.09%) JMeter
8 47 (0.97%) Claude Code
9 46 (0.95%) MLflow
10 45 (0.93%) SonarQube
11 44 (0.91%) Bitbucket
12 43 (0.89%) Cucumber
13 33 (0.68%) Artifactory
13 33 (0.68%) Sonatype Nexus
14 30 (0.62%) LoadRunner
15 29 (0.60%) Maven
16 28 (0.58%) REST Assured
17 26 (0.54%) Gatling
18 25 (0.52%) Cypress.io
19 22 (0.45%) Atlassian Bamboo
General
1 1,142 (23.57%) Social Skills
2 1,117 (23.05%) Finance
3 740 (15.27%) Analytical Skills
4 457 (9.43%) Banking
5 450 (9.29%) Public Sector
6 155 (3.20%) Front Office
7 117 (2.41%) Investment Banking
8 107 (2.21%) Retail
9 90 (1.86%) Inclusion and Diversity
10 83 (1.71%) Marketing
11 74 (1.53%) Telecoms
12 70 (1.44%) Documentation Skills
13 53 (1.09%) Military
14 52 (1.07%) Aerospace
15 48 (0.99%) Law
16 44 (0.91%) Financial Institution
17 43 (0.89%) Pharmaceutical
18 37 (0.76%) Legal
19 34 (0.70%) Influencing Skills
20 32 (0.66%) Publishing
Job Titles
1 859 (17.73%) Senior
2 725 (14.96%) Developer
3 723 (14.92%) Data Engineer
4 462 (9.54%) Lead
5 369 (7.62%) Python Developer
6 322 (6.65%) DevOps Engineer
7 299 (6.17%) Python Engineer
8 269 (5.55%) Artificial Intelligence Engineer
9 255 (5.26%) Analyst
10 237 (4.89%) Software Engineer
11 203 (4.19%) Architect
12 177 (3.65%) AWS Engineer
13 173 (3.57%) Senior Data Engineer
14 163 (3.36%) Cloud Engineer
15 158 (3.26%) Platform Engineer
16 153 (3.16%) Data Scientist
17 152 (3.14%) Azure Engineer
18 151 (3.12%) Senior Developer
19 135 (2.79%) Network Engineer
20 132 (2.72%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,252 (25.84%) Terraform
2 486 (10.03%) REST
3 329 (6.79%) PySpark
4 325 (6.71%) Kafka
5 280 (5.78%) React
6 217 (4.48%) .NET
7 185 (3.82%) Django
8 181 (3.74%) FastAPI
9 175 (3.61%) JSON
10 163 (3.36%) RESTful
11 139 (2.87%) pytest
12 137 (2.83%) LangChain
13 120 (2.48%) Pandas
14 118 (2.44%) Node.js
15 115 (2.37%) OAuth
16 112 (2.31%) Flask
17 101 (2.08%) HTML
18 100 (2.06%) LangGraph
19 90 (1.86%) Model Context Protocol
20 88 (1.82%) PyTorch
Miscellaneous
1 723 (14.92%) Cloud Native
2 256 (5.28%) AI Agents
3 231 (4.77%) Distributed Systems
3 231 (4.77%) Onboarding
4 151 (3.12%) Data Centre
5 135 (2.79%) Product Ownership
6 131 (2.70%) Data Structures
7 122 (2.52%) Legacy Systems
8 111 (2.29%) Algorithms
9 109 (2.25%) Hybrid Cloud
10 106 (2.19%) Enterprise Software
11 86 (1.78%) Security Posture
12 85 (1.75%) Management Information System
13 83 (1.71%) Derivative
14 80 (1.65%) Data Protection Act
15 79 (1.63%) Public Cloud
16 77 (1.59%) PKI
17 72 (1.49%) Equities
18 57 (1.18%) Replication
19 54 (1.11%) Fixed Income
Operating Systems
1 670 (13.83%) Linux
2 313 (6.46%) Windows
3 200 (4.13%) Unix
4 137 (2.83%) Red Hat Enterprise Linux
5 78 (1.61%) Windows Server
6 42 (0.87%) Ubuntu
7 32 (0.66%) VMS
8 24 (0.50%) CentOS
9 20 (0.41%) Solaris
10 15 (0.31%) Android
11 12 (0.25%) AIX
12 10 (0.21%) Apple iOS
13 9 (0.19%) macOS
14 8 (0.17%) Amazon Linux
14 8 (0.17%) Windows 10
14 8 (0.17%) Windows Server 2019
15 7 (0.14%) zOS
16 6 (0.12%) FreeRTOS
17 4 (0.083%) Rocky
17 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,100 (43.34%) CI/CD
2 1,478 (30.51%) DevOps
3 1,377 (28.42%) AI
4 1,140 (23.53%) Infrastructure as Code
5 1,111 (22.93%) Agile
6 968 (19.98%) Analytics
7 878 (18.12%) Data Pipeline
8 820 (16.92%) Software Engineering
9 769 (15.87%) Data Engineering
10 767 (15.83%) Problem-Solving
11 713 (14.72%) Machine Learning
12 664 (13.70%) Containerisation
13 660 (13.62%) Data Modelling
14 657 (13.56%) Observability
15 628 (12.96%) Test Automation
16 602 (12.43%) Continuous Improvement
17 593 (12.24%) ETL
18 588 (12.14%) Validation
19 517 (10.67%) Platform Engineering
20 502 (10.36%) Stakeholder Management
Programming Languages
1 1,620 (33.44%) SQL
2 694 (14.32%) PowerShell
3 681 (14.06%) Bash
4 672 (13.87%) Java
5 390 (8.05%) JavaScript
6 311 (6.42%) TypeScript
7 272 (5.61%) C#
8 183 (3.78%) Go
9 129 (2.66%) Shell Script
10 126 (2.60%) Bicep
11 117 (2.41%) R
12 105 (2.17%) C++
13 98 (2.02%) Scala
14 74 (1.53%) Perl
15 56 (1.16%) Data Analysis Expressions
16 55 (1.14%) Groovy
17 46 (0.95%) Rust
18 41 (0.85%) PL/SQL
19 39 (0.80%) C
20 36 (0.74%) T-SQL
Qualifications
1 1,202 (24.81%) Security Cleared
2 955 (19.71%) SC Cleared
3 364 (7.51%) Degree
4 240 (4.95%) DV Cleared
5 146 (3.01%) AWS Certification
6 135 (2.79%) Azure Certification
7 130 (2.68%) Computer Science Degree
8 102 (2.11%) BPSS Clearance
9 94 (1.94%) CISSP
10 72 (1.49%) Cisco Certification
11 68 (1.40%) Master's Degree
12 46 (0.95%) Microsoft Certification
13 34 (0.70%) CCNP
14 33 (0.68%) PhD
15 30 (0.62%) CISM
15 30 (0.62%) ISTQB
16 29 (0.60%) AWS Certified Solutions Architect
16 29 (0.60%) CCIE
16 29 (0.60%) Microsoft Certified Professional
17 27 (0.56%) DBS Check
Quality Assurance & Compliance
1 581 (11.99%) Data Quality
2 291 (6.01%) QA
3 101 (2.08%) NIST
4 92 (1.90%) GDPR
5 87 (1.80%) ISO/IEC 27001
6 71 (1.47%) Accessibility
7 41 (0.85%) SLA
8 37 (0.76%) Actionable Recommendations
9 30 (0.62%) NCSC
10 25 (0.52%) SOC 2
11 24 (0.50%) PCI DSS
12 23 (0.47%) WCAG
13 16 (0.33%) Sarbanes-Oxley
14 12 (0.25%) HIPAA
15 9 (0.19%) ISO 20022
16 7 (0.14%) Basel III
16 7 (0.14%) California Consumer Privacy Act
17 6 (0.12%) Cyber Essentials
17 6 (0.12%) GRC
17 6 (0.12%) NIST 800
System Software
1 870 (17.96%) Docker
2 163 (3.36%) Active Directory
3 108 (2.23%) VMware Infrastructure
4 60 (1.24%) Virtual Machines
5 43 (0.89%) Hyper-V
6 30 (0.62%) VMware NSX
7 28 (0.58%) vSphere
8 19 (0.39%) NFS
9 17 (0.35%) VMware ESXi
10 16 (0.33%) Virtual Desktop
11 15 (0.31%) Firmware
12 11 (0.23%) Oracle RAC
13 10 (0.21%) Squid
14 6 (0.12%) HDFS
14 6 (0.12%) KVM
14 6 (0.12%) Postfix
15 5 (0.10%) Slurm Workload Manager
16 4 (0.083%) Ceph
16 4 (0.083%) Dovecot
16 4 (0.083%) PowerHA
Systems Management
1 1,019 (21.03%) Kubernetes
2 589 (12.16%) Ansible
3 275 (5.68%) Grafana
4 205 (4.23%) Prometheus
5 76 (1.57%) Puppet
6 70 (1.44%) Progress Chef
7 63 (1.30%) Argo
8 42 (0.87%) Single Sign-On
9 32 (0.66%) Kibana
10 26 (0.54%) Control-M
10 26 (0.54%) Istio
11 24 (0.50%) Microsoft Intune
12 22 (0.45%) Packer
13 19 (0.39%) FortiGate
14 15 (0.31%) ITRS Geneos
14 15 (0.31%) Kustomize
14 15 (0.31%) vCenter Server
15 14 (0.29%) Podman
15 14 (0.29%) VxRail
15 14 (0.29%) ZABBIX
Vendors
1 682 (14.08%) Microsoft
2 518 (10.69%) Databricks
3 341 (7.04%) Google
4 215 (4.44%) Oracle
5 186 (3.84%) Splunk
6 151 (3.12%) OpenAI
7 137 (2.83%) VMware
8 134 (2.77%) ServiceNow
9 130 (2.68%) Cisco
10 93 (1.92%) Dynatrace
11 88 (1.82%) Red Hat
12 87 (1.80%) F5
13 84 (1.73%) Palo Alto
14 81 (1.67%) Foundry
15 80 (1.65%) IBM
16 64 (1.32%) Fortinet
17 61 (1.26%) CyberArk
18 57 (1.18%) Informatica
19 54 (1.11%) SAP
20 48 (0.99%) Arista