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

6 months to
11 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 11
Rank change year-on-year -3 +1 +1
Contract jobs citing Python 4,850 3,659 3,596
As % of all contract jobs in England 10.45% 13.15% 10.91%
As % of the Programming Languages category 40.29% 40.07% 33.80%
Number of daily rates quoted 3,176 2,457 2,589
10th Percentile £375 £361 £375
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £538 £600
Median % change year-on-year +2.33% -10.42% -
75th Percentile £650 £660 £725
90th Percentile £750 £799 £850
UK median daily rate £537 £525 £575
% change year-on-year +2.29% -8.70% -4.17%
Number of hourly rates quoted 128 75 88
10th Percentile £33.20 £31.39 £24.28
25th Percentile £43.81 £36.13 £46.23
Median hourly rate £63.48 £50.00 £68.75
Median % change year-on-year +26.96% -27.27% +5.77%
75th Percentile £80.75 £58.88 £72.41
90th Percentile £92.11 £84.18 £79.13
UK median hourly rate £63.14 £50.00 £62.25
% change year-on-year +26.27% -19.68% -4.23%

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 12,038 9,131 10,638
As % of all contract IT jobs advertised in England 25.95% 32.82% 32.27%
Number of daily rates quoted 7,784 6,184 7,375
10th Percentile £363 £349 £354
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £550
Median % change year-on-year +2.44% -6.82% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £520 £501 £525
% change year-on-year +3.90% -4.67% -4.55%
Number of hourly rates quoted 499 265 303
10th Percentile £28.40 £31.25 £30.65
25th Percentile £51.25 £42.25 £50.69
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.17%
75th Percentile £70.25 £68.00 £70.00
90th Percentile £82.25 £80.00 £80.00
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 11 September 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 September 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 September 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 -3 2,868 £575 - 3,861
North of England 0 736 £500 +5.26% 600
South East -7 458 £538 +7.50% 829
Yorkshire -1 381 £500 +1.44% 210
South West -3 285 £550 +4.76% 405
North West -2 277 £525 +13.70% 304
Midlands -20 231 £500 +5.26% 298
West Midlands -19 186 £500 +4.17% 144
East of England -7 155 £494 -5.95% 406
North East -3 90 £425 -2.86% 89
East Midlands -13 45 £469 +12.95% 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
1 261 (5.38%) Apache Airflow
2 241 (4.97%) Apache Spark
3 194 (4.00%) Apache
4 142 (2.93%) Confluence
5 52 (1.07%) Jupyter
6 48 (0.99%) SharePoint
7 35 (0.72%) SAS
8 28 (0.58%) OpenStack
9 22 (0.45%) ArcGIS
10 20 (0.41%) IIS
10 20 (0.41%) Palantir Foundry
11 18 (0.37%) nginx
12 8 (0.16%) CMS
13 7 (0.14%) Apache Superset
13 7 (0.14%) Tomcat
14 6 (0.12%) Microsoft Exchange
14 6 (0.12%) WebSphere
15 5 (0.10%) Apache Solr
15 5 (0.10%) Camunda
15 5 (0.10%) Oracle SOA Suite
Applications
1 98 (2.02%) Microsoft Excel
2 29 (0.60%) Chatbot
3 23 (0.47%) Microsoft Office
4 18 (0.37%) CPLEX
4 18 (0.37%) Spreadsheet
5 16 (0.33%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 3 (0.062%) Microsoft Project
8 2 (0.041%) Navisworks
8 2 (0.041%) Revit
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%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 18 (0.37%) Remedy ITSM
1 18 (0.37%) SAP S/4HANA
2 17 (0.35%) Aladdin
3 8 (0.16%) Dynamics CRM
3 8 (0.16%) Remedy AR System
4 7 (0.14%) Front Arena
4 7 (0.14%) Oracle EBS
4 7 (0.14%) SAP IBP
5 5 (0.10%) NetSuite
5 5 (0.10%) Sage X3
5 5 (0.10%) Summit
6 4 (0.082%) Oracle ERP
6 4 (0.082%) Salesforce CRM
7 3 (0.062%) Endur
7 3 (0.062%) Payment Gateway
7 3 (0.062%) Teamcenter
8 2 (0.041%) Global One
8 2 (0.041%) Oracle Assets
8 2 (0.041%) SimCorp Dimension
8 2 (0.041%) Workday HCM
Cloud Services
1 1,820 (37.53%) AWS
2 1,667 (34.37%) Azure
3 728 (15.01%) GCP
4 625 (12.89%) GitHub
5 427 (8.80%) Power Platform
6 422 (8.70%) Serverless
7 389 (8.02%) Azure DevOps
8 381 (7.86%) GitHub Actions
9 330 (6.80%) Amazon S3
10 307 (6.33%) AWS Lambda
11 277 (5.71%) Snowflake
12 210 (4.33%) dbt
13 206 (4.25%) Azure Data Factory
14 155 (3.20%) Amazon CloudWatch
15 144 (2.97%) AWS CloudFormation
16 137 (2.82%) Amazon EKS
17 130 (2.68%) Entra ID
18 117 (2.41%) Amazon EC2
18 117 (2.41%) Azure Synapse Analytics
19 114 (2.35%) SaaS
Communications & Networking
1 258 (5.32%) Firewall
2 180 (3.71%) DNS
3 144 (2.97%) TCP/IP
4 130 (2.68%) Network Security
5 117 (2.41%) BGP
6 114 (2.35%) VPN
7 106 (2.19%) WAN
8 77 (1.59%) DHCP
9 67 (1.38%) OSPF
10 64 (1.32%) SD-WAN
11 54 (1.11%) VLAN
12 52 (1.07%) BIG-IP
13 48 (0.99%) HTTP
14 47 (0.97%) VXLAN
15 46 (0.95%) F5 BIG-IP LTM
16 44 (0.91%) SSL
17 37 (0.76%) Ethernet VPN
18 35 (0.72%) Wireless
19 34 (0.70%) MPLS
19 34 (0.70%) SNMP
Database & Business Intelligence
1 384 (7.92%) Power BI
2 295 (6.08%) Data Warehouse
3 274 (5.65%) PostgreSQL
4 192 (3.96%) SQL Server
5 183 (3.77%) Metadata
6 173 (3.57%) Tableau
7 167 (3.44%) Relational Database
8 157 (3.24%) Data Lake
9 149 (3.07%) BigQuery
10 148 (3.05%) NoSQL
11 114 (2.35%) Amazon Redshift
12 113 (2.33%) Big Data
12 113 (2.33%) Delta Lake
13 109 (2.25%) Amazon RDS
14 108 (2.23%) Amazon Athena
15 93 (1.92%) MongoDB
16 86 (1.77%) DynamoDB
17 79 (1.63%) MySQL
18 63 (1.30%) Redis
19 50 (1.03%) Snowflake Schema
Development Applications
1 652 (13.44%) Git
2 416 (8.58%) Jenkins
3 395 (8.14%) GitLab
4 256 (5.28%) JIRA
5 92 (1.90%) Selenium
6 47 (0.97%) JMeter
7 46 (0.95%) Postman
8 45 (0.93%) SonarQube
9 43 (0.89%) MLflow
10 37 (0.76%) Bitbucket
11 33 (0.68%) Artifactory
12 32 (0.66%) Claude Code
13 29 (0.60%) Cucumber
14 28 (0.58%) Maven
15 26 (0.54%) Gatling
15 26 (0.54%) Sonatype Nexus
16 23 (0.47%) Cypress.io
16 23 (0.47%) LoadRunner
17 22 (0.45%) REST Assured
18 17 (0.35%) Atlassian Bamboo
General
1 1,129 (23.28%) Social Skills
2 1,068 (22.02%) Finance
3 749 (15.44%) Analytical Skills
4 468 (9.65%) Public Sector
5 403 (8.31%) Banking
6 161 (3.32%) Front Office
7 111 (2.29%) Investment Banking
8 102 (2.10%) Retail
9 94 (1.94%) Inclusion and Diversity
10 87 (1.79%) Documentation Skills
11 86 (1.77%) Marketing
12 73 (1.51%) Telecoms
13 51 (1.05%) Aerospace
14 49 (1.01%) Military
15 47 (0.97%) Pharmaceutical
16 42 (0.87%) Law
17 41 (0.85%) Financial Institution
17 41 (0.85%) Publishing
18 40 (0.82%) Legal
19 39 (0.80%) Influencing Skills
Job Titles
1 831 (17.13%) Senior
2 754 (15.55%) Developer
3 716 (14.76%) Data Engineer
4 438 (9.03%) Lead
5 389 (8.02%) Python Developer
6 302 (6.23%) Python Engineer
7 289 (5.96%) DevOps Engineer
8 263 (5.42%) Analyst
9 243 (5.01%) Artificial Intelligence Engineer
9 243 (5.01%) Software Engineer
10 233 (4.80%) Architect
11 184 (3.79%) AWS Engineer
12 166 (3.42%) Senior Data Engineer
13 165 (3.40%) Senior Developer
14 161 (3.32%) Data Scientist
15 158 (3.26%) Platform Engineer
16 155 (3.20%) Cloud Engineer
17 142 (2.93%) Azure Engineer
18 129 (2.66%) Network Engineer
19 127 (2.62%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,176 (24.25%) Terraform
2 426 (8.78%) REST
3 334 (6.89%) PySpark
4 308 (6.35%) Kafka
5 271 (5.59%) React
6 229 (4.72%) .NET
7 181 (3.73%) Django
7 181 (3.73%) JSON
8 174 (3.59%) FastAPI
9 162 (3.34%) RESTful
10 149 (3.07%) Pandas
11 135 (2.78%) Node.js
12 122 (2.52%) LangChain
13 119 (2.45%) pytest
14 106 (2.19%) Flask
15 105 (2.16%) HTML
16 97 (2.00%) OAuth
17 95 (1.96%) PyTorch
17 95 (1.96%) YAML
18 91 (1.88%) CSS
Miscellaneous
1 686 (14.14%) Cloud Native
2 262 (5.40%) Distributed Systems
3 221 (4.56%) AI Agents
4 199 (4.10%) Onboarding
5 143 (2.95%) Product Ownership
6 141 (2.91%) Data Centre
7 125 (2.58%) Legacy Systems
8 122 (2.52%) Algorithms
8 122 (2.52%) Data Structures
9 113 (2.33%) Hybrid Cloud
10 91 (1.88%) Management Information System
11 90 (1.86%) Data Protection Act
12 86 (1.77%) Derivative
13 85 (1.75%) Enterprise Software
14 76 (1.57%) Security Posture
15 75 (1.55%) Equities
16 63 (1.30%) Public Cloud
17 61 (1.26%) PKI
18 57 (1.18%) Fixed Income
18 57 (1.18%) Self-Motivation
Operating Systems
1 645 (13.30%) Linux
2 307 (6.33%) Windows
3 209 (4.31%) Unix
4 138 (2.85%) Red Hat Enterprise Linux
5 81 (1.67%) Windows Server
6 43 (0.89%) Ubuntu
7 32 (0.66%) VMS
8 19 (0.39%) AIX
8 19 (0.39%) CentOS
9 17 (0.35%) Solaris
10 15 (0.31%) Android
11 9 (0.19%) Apple iOS
12 8 (0.16%) Amazon Linux
12 8 (0.16%) Mac OS
12 8 (0.16%) Windows 10
12 8 (0.16%) Windows Server 2019
12 8 (0.16%) zOS
13 6 (0.12%) Embedded Linux
13 6 (0.12%) Rocky
14 5 (0.10%) Debian
Processes & Methodologies
1 1,970 (40.62%) CI/CD
2 1,416 (29.20%) DevOps
3 1,304 (26.89%) AI
4 1,087 (22.41%) Agile
5 1,054 (21.73%) Infrastructure as Code
6 987 (20.35%) Analytics
7 866 (17.86%) Data Pipeline
8 802 (16.54%) Problem-Solving
9 786 (16.21%) Software Engineering
10 720 (14.85%) Data Engineering
11 718 (14.80%) Machine Learning
12 670 (13.81%) Containerisation
13 641 (13.22%) Data Modelling
14 621 (12.80%) Observability
15 559 (11.53%) Test Automation
16 555 (11.44%) ETL
17 554 (11.42%) Continuous Improvement
18 518 (10.68%) Validation
19 497 (10.25%) Data Science
20 471 (9.71%) Platform Engineering
Programming Languages
1 1,644 (33.90%) SQL
2 715 (14.74%) Java
3 689 (14.21%) PowerShell
4 667 (13.75%) Bash
5 384 (7.92%) JavaScript
6 306 (6.31%) TypeScript
7 287 (5.92%) C#
8 168 (3.46%) Go
9 138 (2.85%) R
10 123 (2.54%) Shell Script
11 121 (2.49%) Bicep
12 118 (2.43%) C++
13 111 (2.29%) Scala
14 73 (1.51%) Perl
15 56 (1.15%) Data Analysis Expressions
16 54 (1.11%) Groovy
17 51 (1.05%) Rust
18 50 (1.03%) C
19 49 (1.01%) PL/SQL
20 46 (0.95%) Ruby
Qualifications
1 1,172 (24.16%) Security Cleared
2 941 (19.40%) SC Cleared
3 387 (7.98%) Degree
4 217 (4.47%) DV Cleared
5 143 (2.95%) Computer Science Degree
6 135 (2.78%) Azure Certification
7 120 (2.47%) AWS Certification
8 93 (1.92%) BPSS Clearance
9 92 (1.90%) CISSP
10 79 (1.63%) Cisco Certification
11 61 (1.26%) Master's Degree
12 44 (0.91%) Microsoft Certification
13 39 (0.80%) CCNP
14 34 (0.70%) PhD
15 33 (0.68%) VMware Certified Professional (VCP)
16 32 (0.66%) CISM
17 28 (0.58%) DBS Check
18 27 (0.56%) AWS Certified Solutions Architect
19 25 (0.52%) CCIE
20 24 (0.49%) ISTQB
Quality Assurance & Compliance
1 548 (11.30%) Data Quality
2 266 (5.48%) QA
3 108 (2.23%) NIST
4 96 (1.98%) ISO/IEC 27001
5 90 (1.86%) GDPR
6 73 (1.51%) Accessibility
7 34 (0.70%) SLA
8 33 (0.68%) Actionable Recommendations
9 28 (0.58%) NCSC
10 26 (0.54%) WCAG
11 23 (0.47%) PCI DSS
12 20 (0.41%) Sarbanes-Oxley
13 16 (0.33%) SOC 2
14 13 (0.27%) HIPAA
15 10 (0.21%) ISO 20022
16 8 (0.16%) Cyber Essentials
17 6 (0.12%) California Consumer Privacy Act
17 6 (0.12%) MiFID
17 6 (0.12%) NIST 800
18 5 (0.10%) HL7
System Software
1 831 (17.13%) Docker
2 153 (3.15%) Active Directory
3 114 (2.35%) VMware Infrastructure
4 59 (1.22%) Virtual Machines
5 46 (0.95%) Hyper-V
6 34 (0.70%) VMware NSX
7 33 (0.68%) vSphere
8 22 (0.45%) Firmware
9 20 (0.41%) VMware ESXi
10 19 (0.39%) NFS
11 11 (0.23%) Oracle RAC
12 10 (0.21%) Squid
12 10 (0.21%) Virtual Desktop
13 7 (0.14%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) PowerHA
14 5 (0.10%) Slurm Workload Manager
15 4 (0.082%) Ceph
15 4 (0.082%) Dovecot
15 4 (0.082%) HDFS
Systems Management
1 951 (19.61%) Kubernetes
2 560 (11.55%) Ansible
3 272 (5.61%) Grafana
4 203 (4.19%) Prometheus
5 77 (1.59%) Puppet
6 69 (1.42%) Progress Chef
7 60 (1.24%) Argo
8 28 (0.58%) Single Sign-On
9 27 (0.56%) Control-M
10 24 (0.49%) Kibana
11 23 (0.47%) Istio
11 23 (0.47%) Microsoft Intune
12 20 (0.41%) vCenter Server
12 20 (0.41%) ZABBIX
13 19 (0.39%) Nagios
13 19 (0.39%) vRealize
14 18 (0.37%) FortiGate
14 18 (0.37%) Packer
15 16 (0.33%) HAProxy
15 16 (0.33%) ITRS Geneos
Vendors
1 634 (13.07%) Microsoft
2 499 (10.29%) Databricks
3 306 (6.31%) Google
4 210 (4.33%) Oracle
5 187 (3.86%) Splunk
6 151 (3.11%) VMware
7 134 (2.76%) Cisco
8 133 (2.74%) OpenAI
9 112 (2.31%) ServiceNow
10 93 (1.92%) Red Hat
11 90 (1.86%) Dynatrace
12 82 (1.69%) F5
12 82 (1.69%) Palo Alto
13 77 (1.59%) IBM
14 71 (1.46%) Fortinet
15 66 (1.36%) Foundry
16 64 (1.32%) CyberArk
17 62 (1.28%) Informatica
18 59 (1.22%) SAP
19 51 (1.05%) Salesforce