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

6 months to
29 Jul 2026
Same period 2025 Same period 2024
Rank 13 10 14
Rank change year-on-year -3 +4 -2
Contract jobs citing Python 4,749 3,586 3,515
As % of all contract jobs in England 10.59% 13.04% 10.32%
As % of the Programming Languages category 40.12% 39.71% 32.80%
Number of daily rates quoted 3,134 2,473 2,619
10th Percentile £375 £363 £375
25th Percentile £444 £435 £463
Median daily rate (50th Percentile) £538 £550 £575
Median % change year-on-year -2.27% -4.35% -4.17%
75th Percentile £646 £670 £725
90th Percentile £750 £800 £850
UK median daily rate £525 £531 £575
% change year-on-year -1.06% -7.72% -4.17%
Number of hourly rates quoted 114 60 100
10th Percentile £30.15 £29.82 £22.00
25th Percentile £42.83 £36.19 £40.39
Median hourly rate £57.50 £51.97 £65.00
Median % change year-on-year +10.64% -20.05% -
75th Percentile £77.50 £58.81 £70.47
90th Percentile £88.75 £75.37 £77.50
UK median hourly rate £55.00 £50.00 £57.50
% change year-on-year +10.00% -13.04% -6.66%

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 11,838 9,030 10,715
As % of all contract IT jobs advertised in England 26.40% 32.83% 31.45%
Number of daily rates quoted 7,679 6,226 7,721
10th Percentile £363 £345 £353
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £524 £515 £550
Median % change year-on-year +1.85% -6.45% -
75th Percentile £625 £638 £653
90th Percentile £738 £772 £800
UK median daily rate £513 £500 £525
% change year-on-year +2.50% -4.76% -4.55%
Number of hourly rates quoted 485 226 373
10th Percentile £34.01 £29.07 £31.25
25th Percentile £53.53 £40.00 £51.25
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.12 £83.73 £77.90
UK median hourly rate £65.00 £57.13 £65.00
% change year-on-year +13.79% -12.12% +8.33%

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 29 July 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 29 July 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 29 July 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 2,734 £575 - 1,735
North of England +1 765 £500 +4.17% 421
South East -10 446 £538 +7.50% 481
Yorkshire +1 399 £500 +0.70% 115
North West +3 289 £513 +7.89% 224
South West -2 287 £500 -8.05% 226
Midlands -12 252 £477 +6.00% 182
West Midlands -13 201 £469 +4.22% 103
East of England -12 134 £500 -0.50% 173
North East -4 88 £425 -2.86% 88
East Midlands -8 50 £488 +11.93% 79
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 (5.29%) Apache Spark
2 236 (4.97%) Apache Airflow
3 182 (3.83%) Apache
4 153 (3.22%) Confluence
5 49 (1.03%) Jupyter
6 45 (0.95%) SAS
7 37 (0.78%) SharePoint
8 21 (0.44%) OpenStack
9 20 (0.42%) Palantir Foundry
10 18 (0.38%) ArcGIS
11 16 (0.34%) nginx
12 11 (0.23%) IIS
13 9 (0.19%) CMS
14 8 (0.17%) Apache Superset
15 6 (0.13%) CICS
15 6 (0.13%) Microsoft Exchange
15 6 (0.13%) Tomcat
16 5 (0.11%) Camunda
16 5 (0.11%) WebSphere
16 5 (0.11%) WebSphere Application Server
Applications
1 103 (2.17%) Microsoft Excel
2 26 (0.55%) Chatbot
3 22 (0.46%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 19 (0.40%) Spreadsheet
6 17 (0.36%) CPLEX
7 15 (0.32%) MS Visio
8 3 (0.063%) Microsoft Project
9 1 (0.021%) Navisworks
9 1 (0.021%) OrCAD
9 1 (0.021%) Revit
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 24 (0.51%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 13 (0.27%) Remedy ITSM
4 8 (0.17%) Oracle EBS
5 7 (0.15%) Dynamics CRM
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
7 5 (0.11%) BambooHR
7 5 (0.11%) Sage X3
8 4 (0.084%) Oracle ERP
8 4 (0.084%) Remedy AR System
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
9 3 (0.063%) Teamcenter
10 2 (0.042%) Fidessa
10 2 (0.042%) Front Arena
10 2 (0.042%) Global One
10 2 (0.042%) IBM Planning Analytics
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Workday HCM
Cloud Services
1 1,810 (38.11%) AWS
2 1,635 (34.43%) Azure
3 713 (15.01%) GCP
4 564 (11.88%) GitHub
5 440 (9.27%) Power Platform
6 394 (8.30%) Serverless
7 357 (7.52%) Azure DevOps
8 345 (7.26%) Amazon S3
9 330 (6.95%) GitHub Actions
10 296 (6.23%) AWS Lambda
11 243 (5.12%) Snowflake
12 215 (4.53%) Azure Data Factory
13 200 (4.21%) dbt
14 145 (3.05%) AWS CloudFormation
15 141 (2.97%) Amazon EKS
16 139 (2.93%) Amazon CloudWatch
17 137 (2.88%) Azure Synapse Analytics
18 126 (2.65%) OpenShift
19 110 (2.32%) Entra ID
20 107 (2.25%) Amazon EC2
Communications & Networking
1 240 (5.05%) Firewall
2 167 (3.52%) DNS
3 127 (2.67%) TCP/IP
4 110 (2.32%) BGP
5 103 (2.17%) VPN
6 99 (2.08%) WAN
7 91 (1.92%) Network Security
8 68 (1.43%) OSPF
9 62 (1.31%) DHCP
10 51 (1.07%) VLAN
11 50 (1.05%) BIG-IP
11 50 (1.05%) SD-WAN
12 46 (0.97%) VXLAN
13 43 (0.91%) HTTP
14 41 (0.86%) F5 BIG-IP LTM
15 39 (0.82%) SSL
16 37 (0.78%) SNMP
17 35 (0.74%) Ethernet VPN
17 35 (0.74%) SAN
18 34 (0.72%) MPLS
Database & Business Intelligence
1 396 (8.34%) Power BI
2 288 (6.06%) PostgreSQL
3 282 (5.94%) Data Warehouse
4 206 (4.34%) SQL Server
5 179 (3.77%) Tableau
6 170 (3.58%) Data Lake
7 154 (3.24%) Metadata
8 152 (3.20%) Relational Database
9 151 (3.18%) NoSQL
10 137 (2.88%) BigQuery
11 119 (2.51%) Big Data
12 118 (2.48%) Amazon Redshift
13 113 (2.38%) Amazon Athena
14 108 (2.27%) Delta Lake
15 96 (2.02%) MongoDB
16 95 (2.00%) Amazon RDS
17 85 (1.79%) DynamoDB
18 62 (1.31%) Snowflake Schema
19 58 (1.22%) MySQL
20 56 (1.18%) Redis
Development Applications
1 559 (11.77%) Git
2 411 (8.65%) Jenkins
3 349 (7.35%) GitLab
4 259 (5.45%) JIRA
5 66 (1.39%) Selenium
6 57 (1.20%) MLflow
7 40 (0.84%) Bitbucket
8 36 (0.76%) Postman
9 33 (0.69%) JMeter
10 29 (0.61%) Artifactory
11 28 (0.59%) SonarQube
12 27 (0.57%) Cucumber
12 27 (0.57%) Cypress.io
13 24 (0.51%) Gatling
13 24 (0.51%) REST Assured
13 24 (0.51%) Sonatype Nexus
14 23 (0.48%) Maven
15 20 (0.42%) JUnit
16 18 (0.38%) Zephyr
17 16 (0.34%) Atlassian Bamboo
General
1 1,058 (22.28%) Finance
2 1,029 (21.67%) Social Skills
3 689 (14.51%) Analytical Skills
4 479 (10.09%) Public Sector
5 375 (7.90%) Banking
6 193 (4.06%) Front Office
7 103 (2.17%) Documentation Skills
8 102 (2.15%) Investment Banking
9 91 (1.92%) Retail
10 90 (1.90%) Inclusion and Diversity
11 74 (1.56%) Marketing
12 61 (1.28%) Telecoms
13 60 (1.26%) Pharmaceutical
14 47 (0.99%) Military
15 45 (0.95%) Legal
16 44 (0.93%) Financial Institution
17 42 (0.88%) Publishing
18 35 (0.74%) Influencing Skills
19 33 (0.69%) Aerospace
20 31 (0.65%) Manufacturing
Job Titles
1 795 (16.74%) Developer
2 768 (16.17%) Senior
3 724 (15.25%) Data Engineer
4 414 (8.72%) Lead
5 403 (8.49%) Python Developer
6 281 (5.92%) Python Engineer
7 279 (5.87%) Software Engineer
8 274 (5.77%) DevOps Engineer
9 251 (5.29%) Analyst
10 249 (5.24%) Architect
11 214 (4.51%) Artificial Intelligence Engineer
12 183 (3.85%) Data Scientist
13 181 (3.81%) AWS Engineer
14 154 (3.24%) Senior Developer
15 148 (3.12%) Platform Engineer
15 148 (3.12%) Senior Data Engineer
16 145 (3.05%) Cloud Engineer
17 140 (2.95%) Azure Engineer
18 130 (2.74%) Data Analyst
19 119 (2.51%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 356 (7.50%) REST
2 317 (6.68%) PySpark
3 315 (6.63%) React
4 313 (6.59%) Kafka
5 205 (4.32%) .NET
6 177 (3.73%) Node.js
7 175 (3.68%) JSON
8 163 (3.43%) Pandas
9 162 (3.41%) FastAPI
10 160 (3.37%) RESTful
11 152 (3.20%) Django
12 130 (2.74%) PyTorch
13 124 (2.61%) LangChain
14 98 (2.06%) NumPy
15 95 (2.00%) scikit-learn
16 93 (1.96%) Flask
17 92 (1.94%) TensorFlow
18 91 (1.92%) Spring
19 90 (1.90%) YAML
20 84 (1.77%) HTML
Miscellaneous
1 650 (13.69%) Cloud Native
2 274 (5.77%) Distributed Systems
3 176 (3.71%) Onboarding
4 171 (3.60%) AI Agents
5 145 (3.05%) Data Centre
6 129 (2.72%) Product Ownership
7 121 (2.55%) Algorithms
8 114 (2.40%) Data Structures
9 113 (2.38%) Hybrid Cloud
10 109 (2.30%) Legacy Systems
11 105 (2.21%) Derivative
12 103 (2.17%) Fixed Income
13 98 (2.06%) Data Protection Act
14 96 (2.02%) Equities
15 82 (1.73%) Management Information System
16 76 (1.60%) Security Posture
17 53 (1.12%) Enterprise Software
17 53 (1.12%) PKI
18 52 (1.09%) Public Cloud
18 52 (1.09%) Self-Motivation
Operating Systems
1 586 (12.34%) Linux
2 287 (6.04%) Windows
3 187 (3.94%) Unix
4 115 (2.42%) Red Hat Enterprise Linux
5 66 (1.39%) Windows Server
6 38 (0.80%) Ubuntu
7 28 (0.59%) AIX
8 27 (0.57%) VMS
9 20 (0.42%) Android
10 16 (0.34%) Solaris
11 13 (0.27%) Apple iOS
11 13 (0.27%) CentOS
12 11 (0.23%) zOS
13 7 (0.15%) Mac OS
13 7 (0.15%) Windows Server 2019
14 6 (0.13%) Amazon Linux
14 6 (0.13%) Debian
14 6 (0.13%) Embedded Linux
15 5 (0.11%) Rocky
16 4 (0.084%) Windows 10
Processes & Methodologies
1 1,806 (38.03%) CI/CD
2 1,351 (28.45%) DevOps
3 1,179 (24.83%) AI
4 1,074 (22.62%) Agile
5 1,014 (21.35%) Analytics
6 918 (19.33%) Infrastructure as Code
7 865 (18.21%) Data Pipeline
8 789 (16.61%) Problem-Solving
9 747 (15.73%) Machine Learning
10 722 (15.20%) Software Engineering
11 713 (15.01%) Data Engineering
12 642 (13.52%) Containerisation
12 642 (13.52%) Data Modelling
13 577 (12.15%) ETL
14 547 (11.52%) Data Science
15 539 (11.35%) Observability
16 482 (10.15%) Test Automation
17 467 (9.83%) Business Intelligence
18 465 (9.79%) Continuous Improvement
19 438 (9.22%) Validation
Programming Languages
1 1,574 (33.14%) SQL
2 708 (14.91%) Java
3 621 (13.08%) PowerShell
4 615 (12.95%) Bash
5 380 (8.00%) JavaScript
6 342 (7.20%) TypeScript
7 270 (5.69%) C#
8 186 (3.92%) Go
9 141 (2.97%) R
10 113 (2.38%) C++
11 107 (2.25%) Scala
12 101 (2.13%) Shell Script
13 100 (2.11%) Bicep
14 55 (1.16%) Rust
15 54 (1.14%) Perl
16 53 (1.12%) C
17 51 (1.07%) Groovy
18 50 (1.05%) PL/SQL
19 47 (0.99%) Data Analysis Expressions
19 47 (0.99%) Ruby
Qualifications
1 1,075 (22.64%) Security Cleared
2 857 (18.05%) SC Cleared
3 378 (7.96%) Degree
4 178 (3.75%) DV Cleared
5 132 (2.78%) Computer Science Degree
6 115 (2.42%) Azure Certification
7 113 (2.38%) AWS Certification
8 103 (2.17%) BPSS Clearance
9 79 (1.66%) CISSP
10 78 (1.64%) Cisco Certification
11 66 (1.39%) Master's Degree
12 48 (1.01%) CCNP
13 40 (0.84%) Microsoft Certification
14 39 (0.82%) PhD
15 35 (0.74%) VMware Certified Professional (VCP)
16 30 (0.63%) CISM
17 28 (0.59%) AWS Certified Solutions Architect
17 28 (0.59%) CCIE
18 25 (0.53%) DBS Check
19 21 (0.44%) CCNA
Quality Assurance & Compliance
1 501 (10.55%) Data Quality
2 222 (4.67%) QA
3 104 (2.19%) GDPR
4 98 (2.06%) NIST
5 94 (1.98%) ISO/IEC 27001
6 75 (1.58%) Accessibility
7 26 (0.55%) WCAG
8 25 (0.53%) SLA
9 22 (0.46%) NCSC
10 20 (0.42%) Sarbanes-Oxley
11 19 (0.40%) Actionable Recommendations
11 19 (0.40%) PCI DSS
12 18 (0.38%) HIPAA
13 10 (0.21%) California Consumer Privacy Act
14 9 (0.19%) SOC 2
15 7 (0.15%) GRC
15 7 (0.15%) ISO 20022
16 5 (0.11%) Cyber Essentials
16 5 (0.11%) HL7
16 5 (0.11%) PMO
System Software
1 779 (16.40%) Docker
2 136 (2.86%) Active Directory
3 106 (2.23%) VMware Infrastructure
4 63 (1.33%) Virtual Machines
5 42 (0.88%) vSphere
6 36 (0.76%) VMware NSX
7 33 (0.69%) Hyper-V
8 28 (0.59%) Firmware
9 21 (0.44%) VMware ESXi
10 13 (0.27%) NFS
11 10 (0.21%) KVM
11 10 (0.21%) Oracle RAC
12 9 (0.19%) Squid
12 9 (0.19%) Virtual Desktop
13 7 (0.15%) HDFS
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 5 (0.11%) SRDF
15 4 (0.084%) Ceph
15 4 (0.084%) Varnish
Systems Management
1 1,091 (22.97%) Terraform
2 908 (19.12%) Kubernetes
3 527 (11.10%) Ansible
4 282 (5.94%) Grafana
5 223 (4.70%) Prometheus
6 77 (1.62%) Puppet
7 67 (1.41%) Argo
8 54 (1.14%) Progress Chef
9 34 (0.72%) vCenter Server
10 27 (0.57%) Istio
11 23 (0.48%) Kibana
11 23 (0.48%) ZABBIX
12 22 (0.46%) Nagios
13 21 (0.44%) vRealize
14 20 (0.42%) Control-M
15 18 (0.38%) Microsoft Intune
15 18 (0.38%) Single Sign-On
16 17 (0.36%) HAProxy
16 17 (0.36%) Tivoli
17 16 (0.34%) Netcool
Vendors
1 553 (11.64%) Microsoft
2 479 (10.09%) Databricks
3 270 (5.69%) Google
4 206 (4.34%) Oracle
5 180 (3.79%) Splunk
6 139 (2.93%) VMware
7 123 (2.59%) Cisco
8 120 (2.53%) OpenAI
9 104 (2.19%) ServiceNow
10 89 (1.87%) Red Hat
11 88 (1.85%) F5
12 85 (1.79%) Dynatrace
13 82 (1.73%) Palo Alto
14 67 (1.41%) IBM
15 66 (1.39%) Fortinet
16 65 (1.37%) Informatica
17 63 (1.33%) CyberArk
18 55 (1.16%) Foundry
19 51 (1.07%) Arista
20 50 (1.05%) Salesforce