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

6 months to
25 Jun 2026
Same period 2025 Same period 2024
Rank 12 10 14
Rank change year-on-year -2 +4 -2
Contract jobs citing Python 4,611 3,317 3,670
As % of all contract jobs in England 10.62% 13.21% 9.80%
As % of the Programming Languages category 39.73% 38.87% 32.12%
Number of daily rates quoted 3,087 2,344 2,685
10th Percentile £366 £375 £375
25th Percentile £430 £449 £463
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £630 £675 £700
90th Percentile £750 £825 £850
UK median daily rate £525 £540 £559
% change year-on-year -2.78% -3.36% -6.88%
Number of hourly rates quoted 102 50 103
10th Percentile £28.50 £27.38 £21.78
25th Percentile £42.41 £34.12 £46.22
Median hourly rate £55.00 £50.00 £65.00
Median % change year-on-year +10.00% -23.08% -0.38%
75th Percentile £74.20 £55.00 £71.88
90th Percentile £85.00 £64.88 £77.50
UK median hourly rate £54.00 £45.00 £62.00
% change year-on-year +20.00% -27.42% -4.62%

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 11,605 8,533 11,426
As % of all contract IT jobs advertised in England 26.73% 33.99% 30.52%
Number of daily rates quoted 7,570 5,922 8,174
10th Percentile £362 £355 £350
25th Percentile £424 £413 £425
Median daily rate (50th Percentile) £518 £520 £540
Median % change year-on-year -0.48% -3.70% -3.57%
75th Percentile £615 £638 £650
90th Percentile £726 £775 £788
UK median daily rate £510 £510 £525
% change year-on-year - -2.86% -4.55%
Number of hourly rates quoted 520 201 492
10th Percentile £36.25 £28.18 £35.52
25th Percentile £55.00 £35.00 £50.00
Median hourly rate £65.00 £55.00 £63.00
Median % change year-on-year +18.18% -12.70% +0.80%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.08 £85.00 £77.38
UK median hourly rate £65.00 £54.94 £62.50
% change year-on-year +18.32% -12.10% -

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 25 June 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 25 June 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 25 June 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 2,655 £550 -4.35% 684
North of England +10 784 £488 +2.63% 336
Yorkshire +2 431 £500 - 98
South East -9 414 £525 +3.19% 553
North West +6 276 £500 +5.26% 179
South West -6 260 £500 -9.09% 180
Midlands -15 235 £479 +4.38% 163
West Midlands -15 188 £477 +0.42% 82
East of England -14 129 £500 -0.50% 158
North East +9 89 £450 +5.88% 63
East Midlands -14 46 £497 +10.21% 81
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
1 249 (5.40%) Apache Spark
2 220 (4.77%) Apache Airflow
3 159 (3.45%) Apache
4 131 (2.84%) Confluence
5 50 (1.08%) Jupyter
6 46 (1.00%) SharePoint
7 45 (0.98%) SAS
8 18 (0.39%) Palantir Foundry
9 17 (0.37%) OpenStack
10 14 (0.30%) Microsoft Exchange
11 12 (0.26%) nginx
12 11 (0.24%) ArcGIS
13 10 (0.22%) IIS
14 8 (0.17%) Apache Superset
14 8 (0.17%) Appian
15 6 (0.13%) Camunda
15 6 (0.13%) CICS
15 6 (0.13%) CMS
15 6 (0.13%) Tomcat
16 5 (0.11%) WebSphere
Applications
1 101 (2.19%) Microsoft Excel
2 28 (0.61%) Chatbot
3 24 (0.52%) Microsoft Office
4 20 (0.43%) Microsoft PowerPoint
5 19 (0.41%) MS Visio
6 18 (0.39%) Spreadsheet
7 14 (0.30%) CPLEX
8 4 (0.087%) Microsoft Project
9 2 (0.043%) LaTeX
10 1 (0.022%) OrCAD
10 1 (0.022%) SPSS
10 1 (0.022%) Weka
10 1 (0.022%) Zemax
Business Applications
1 22 (0.48%) Aladdin
2 20 (0.43%) SAP S/4HANA
3 9 (0.20%) Remedy ITSM
4 7 (0.15%) Oracle EBS
4 7 (0.15%) SAP IBP
5 6 (0.13%) Dynamics CRM
5 6 (0.13%) Fidessa
6 5 (0.11%) BambooHR
6 5 (0.11%) NetSuite
7 4 (0.087%) Oracle ERP
7 4 (0.087%) Sage X3
8 3 (0.065%) Bloomberg AIM
8 3 (0.065%) SimCorp Dimension
9 2 (0.043%) Endur
9 2 (0.043%) Front Arena
9 2 (0.043%) Global One
9 2 (0.043%) Oracle Assets
9 2 (0.043%) Orchestrade
9 2 (0.043%) Teamcenter
10 1 (0.022%) IBM Planning Analytics
Cloud Services
1 1,761 (38.19%) AWS
2 1,592 (34.53%) Azure
3 687 (14.90%) GCP
4 539 (11.69%) GitHub
5 455 (9.87%) Power Platform
6 407 (8.83%) Serverless
7 348 (7.55%) Amazon S3
8 343 (7.44%) Azure DevOps
9 302 (6.55%) GitHub Actions
10 301 (6.53%) AWS Lambda
11 232 (5.03%) Azure Data Factory
12 222 (4.81%) Snowflake
13 182 (3.95%) dbt
14 148 (3.21%) Azure Synapse Analytics
15 138 (2.99%) AWS CloudFormation
16 137 (2.97%) OpenShift
17 128 (2.78%) Amazon CloudWatch
17 128 (2.78%) Amazon EKS
18 108 (2.34%) Amazon EC2
19 96 (2.08%) Entra ID
Communications & Networking
1 209 (4.53%) Firewall
2 138 (2.99%) DNS
3 104 (2.26%) WAN
4 101 (2.19%) BGP
5 97 (2.10%) TCP/IP
6 88 (1.91%) Network Security
7 87 (1.89%) VPN
8 60 (1.30%) OSPF
9 54 (1.17%) BIG-IP
10 49 (1.06%) SD-WAN
11 44 (0.95%) HTTP
12 43 (0.93%) VXLAN
13 40 (0.87%) DHCP
13 40 (0.87%) VLAN
14 37 (0.80%) F5 BIG-IP LTM
15 36 (0.78%) LAN
15 36 (0.78%) MPLS
16 35 (0.76%) SSL
17 33 (0.72%) Ethernet VPN
18 32 (0.69%) SAN
Database & Business Intelligence
1 395 (8.57%) Power BI
2 299 (6.48%) PostgreSQL
3 272 (5.90%) Data Warehouse
4 227 (4.92%) SQL Server
5 186 (4.03%) Data Lake
6 178 (3.86%) Tableau
7 152 (3.30%) Relational Database
8 150 (3.25%) NoSQL
9 134 (2.91%) Metadata
10 121 (2.62%) BigQuery
11 120 (2.60%) Delta Lake
12 119 (2.58%) Amazon Athena
12 119 (2.58%) Amazon Redshift
13 114 (2.47%) Big Data
14 92 (2.00%) MongoDB
15 87 (1.89%) Amazon RDS
16 77 (1.67%) DynamoDB
17 65 (1.41%) MySQL
18 61 (1.32%) Snowflake Schema
19 59 (1.28%) Azure SQL Database
Development Applications
1 530 (11.49%) Git
2 402 (8.72%) Jenkins
3 334 (7.24%) GitLab
4 253 (5.49%) JIRA
5 64 (1.39%) MLflow
6 58 (1.26%) Selenium
7 44 (0.95%) Postman
8 30 (0.65%) Bitbucket
9 29 (0.63%) JMeter
10 28 (0.61%) Artifactory
10 28 (0.61%) Cypress.io
11 27 (0.59%) SonarQube
12 25 (0.54%) Cucumber
13 24 (0.52%) Maven
14 20 (0.43%) Gatling
14 20 (0.43%) JUnit
15 19 (0.41%) REST Assured
15 19 (0.41%) Sonatype Nexus
16 17 (0.37%) Robot Framework
17 13 (0.28%) Zephyr
General
1 1,021 (22.14%) Social Skills
2 1,019 (22.10%) Finance
3 645 (13.99%) Analytical Skills
4 431 (9.35%) Public Sector
5 361 (7.83%) Banking
6 181 (3.93%) Front Office
7 116 (2.52%) Documentation Skills
8 103 (2.23%) Investment Banking
9 84 (1.82%) Inclusion and Diversity
10 75 (1.63%) Retail
11 68 (1.47%) Marketing
12 55 (1.19%) Pharmaceutical
13 51 (1.11%) Telecoms
14 42 (0.91%) Financial Institution
14 42 (0.91%) Legal
15 41 (0.89%) Publishing
16 36 (0.78%) Influencing Skills
17 32 (0.69%) Military
18 31 (0.67%) Presentation Skills
19 26 (0.56%) Manufacturing
Job Titles
1 800 (17.35%) Developer
2 739 (16.03%) Data Engineer
3 691 (14.99%) Senior
4 406 (8.81%) Python Developer
5 358 (7.76%) Lead
6 282 (6.12%) Architect
7 252 (5.47%) Python Engineer
8 251 (5.44%) DevOps Engineer
9 245 (5.31%) Software Engineer
10 239 (5.18%) Analyst
11 221 (4.79%) Artificial Intelligence Engineer
12 181 (3.93%) AWS Engineer
13 176 (3.82%) Data Scientist
14 146 (3.17%) Senior Data Engineer
15 144 (3.12%) Azure Engineer
15 144 (3.12%) Senior Developer
16 128 (2.78%) Cloud Engineer
17 123 (2.67%) Data Analyst
17 123 (2.67%) Platform Engineer
18 116 (2.52%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 347 (7.53%) REST
2 325 (7.05%) React
3 324 (7.03%) PySpark
4 288 (6.25%) Kafka
5 206 (4.47%) .NET
6 179 (3.88%) Node.js
7 174 (3.77%) Pandas
8 165 (3.58%) RESTful
9 158 (3.43%) JSON
10 157 (3.40%) FastAPI
11 144 (3.12%) PyTorch
12 140 (3.04%) Django
13 120 (2.60%) LangChain
14 104 (2.26%) scikit-learn
15 103 (2.23%) NumPy
16 101 (2.19%) TensorFlow
17 95 (2.06%) Flask
18 94 (2.04%) YAML
19 91 (1.97%) OAuth
20 89 (1.93%) Spring
Miscellaneous
1 614 (13.32%) Cloud Native
2 241 (5.23%) Distributed Systems
3 139 (3.01%) AI Agents
4 136 (2.95%) Onboarding
5 131 (2.84%) Data Centre
6 121 (2.62%) Product Ownership
7 119 (2.58%) Algorithms
8 107 (2.32%) Data Structures
9 102 (2.21%) Legacy Systems
10 101 (2.19%) Data Protection Act
11 99 (2.15%) Hybrid Cloud
12 98 (2.13%) Derivative
13 96 (2.08%) Equities
14 95 (2.06%) Fixed Income
15 87 (1.89%) Management Information System
16 79 (1.71%) Security Posture
17 59 (1.28%) Public Cloud
18 56 (1.21%) Enterprise Software
19 52 (1.13%) Greenfield Project
20 48 (1.04%) Self-Motivation
Operating Systems
1 526 (11.41%) Linux
2 256 (5.55%) Windows
3 178 (3.86%) Unix
4 98 (2.13%) Red Hat Enterprise Linux
5 61 (1.32%) Windows Server
6 41 (0.89%) Ubuntu
7 26 (0.56%) VMS
8 24 (0.52%) AIX
9 23 (0.50%) Android
10 19 (0.41%) CentOS
11 16 (0.35%) Apple iOS
11 16 (0.35%) Solaris
12 11 (0.24%) zOS
13 9 (0.20%) Mac OS
14 7 (0.15%) Debian
14 7 (0.15%) Windows Server 2019
15 6 (0.13%) Rocky
16 5 (0.11%) Amazon Linux
17 3 (0.065%) Oracle Linux
17 3 (0.065%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,744 (37.82%) CI/CD
2 1,290 (27.98%) DevOps
3 1,148 (24.90%) AI
4 1,005 (21.80%) Agile
5 978 (21.21%) Analytics
6 839 (18.20%) Data Pipeline
7 830 (18.00%) Infrastructure as Code
8 812 (17.61%) Problem-Solving
9 712 (15.44%) Machine Learning
10 699 (15.16%) Data Engineering
11 632 (13.71%) Software Engineering
12 630 (13.66%) Containerisation
13 623 (13.51%) Data Modelling
14 599 (12.99%) ETL
15 533 (11.56%) Data Science
16 484 (10.50%) Observability
17 466 (10.11%) Business Intelligence
18 464 (10.06%) Test Automation
19 426 (9.24%) LLM
20 394 (8.54%) Validation
Programming Languages
1 1,559 (33.81%) SQL
2 688 (14.92%) Java
3 560 (12.14%) PowerShell
4 520 (11.28%) Bash
5 381 (8.26%) JavaScript
6 333 (7.22%) TypeScript
7 293 (6.35%) C#
8 182 (3.95%) Go
9 138 (2.99%) R
10 110 (2.39%) Scala
11 107 (2.32%) C++
12 94 (2.04%) Shell Script
13 74 (1.60%) Bicep
14 53 (1.15%) Ruby
15 51 (1.11%) Perl
16 49 (1.06%) PL/SQL
16 49 (1.06%) Rust
17 48 (1.04%) Data Analysis Expressions
17 48 (1.04%) Groovy
17 48 (1.04%) T-SQL
Qualifications
1 1,002 (21.73%) Security Cleared
2 803 (17.41%) SC Cleared
3 364 (7.89%) Degree
4 146 (3.17%) DV Cleared
5 145 (3.14%) Computer Science Degree
6 105 (2.28%) BPSS Clearance
7 98 (2.13%) Azure Certification
8 94 (2.04%) AWS Certification
9 87 (1.89%) CISSP
10 68 (1.47%) Cisco Certification
11 60 (1.30%) Master's Degree
12 44 (0.95%) CCNP
13 37 (0.80%) CISM
14 33 (0.72%) VMware Certified Professional (VCP)
15 32 (0.69%) Microsoft Certification
15 32 (0.69%) PhD
16 28 (0.61%) CCIE
17 23 (0.50%) AWS Certified Solutions Architect
18 21 (0.46%) ISTQB
19 18 (0.39%) DBS Check
Quality Assurance & Compliance
1 472 (10.24%) Data Quality
2 188 (4.08%) QA
3 122 (2.65%) GDPR
4 102 (2.21%) ISO/IEC 27001
5 101 (2.19%) NIST
6 58 (1.26%) Accessibility
7 24 (0.52%) Sarbanes-Oxley
8 23 (0.50%) HIPAA
8 23 (0.50%) PCI DSS
8 23 (0.50%) SLA
9 22 (0.48%) WCAG
10 14 (0.30%) Actionable Recommendations
10 14 (0.30%) NCSC
11 13 (0.28%) SOC 2
12 10 (0.22%) Cyber Essentials
13 9 (0.20%) GRC
14 8 (0.17%) California Consumer Privacy Act
15 7 (0.15%) ISO 20022
16 5 (0.11%) PMO
16 5 (0.11%) PSD2
System Software
1 736 (15.96%) Docker
2 122 (2.65%) Active Directory
3 86 (1.87%) VMware Infrastructure
4 66 (1.43%) Virtual Machines
5 35 (0.76%) vSphere
6 32 (0.69%) VMware NSX
7 27 (0.59%) Firmware
8 21 (0.46%) Hyper-V
9 16 (0.35%) VMware ESXi
10 13 (0.28%) KVM
10 13 (0.28%) NFS
11 9 (0.20%) Oracle RAC
11 9 (0.20%) Squid
12 8 (0.17%) Virtual Desktop
13 7 (0.15%) Postfix
14 5 (0.11%) Active Directory Lightweight Directory Services
14 5 (0.11%) HDFS
14 5 (0.11%) SRDF
15 4 (0.087%) Slurm Workload Manager
15 4 (0.087%) Varnish
Systems Management
1 1,013 (21.97%) Terraform
2 852 (18.48%) Kubernetes
3 481 (10.43%) Ansible
4 258 (5.60%) Grafana
5 226 (4.90%) Prometheus
6 69 (1.50%) Puppet
7 47 (1.02%) Argo
8 38 (0.82%) Progress Chef
9 32 (0.69%) Istio
10 31 (0.67%) vCenter Server
11 29 (0.63%) Kibana
12 26 (0.56%) Control-M
13 24 (0.52%) Nessus
14 23 (0.50%) vRealize
15 22 (0.48%) Microsoft Intune
16 21 (0.46%) Nagios
16 21 (0.46%) ZABBIX
17 20 (0.43%) HAProxy
18 17 (0.37%) IBM Guardium
18 17 (0.37%) Tivoli
Vendors
1 533 (11.56%) Microsoft
2 491 (10.65%) Databricks
3 253 (5.49%) Google
4 209 (4.53%) Oracle
5 183 (3.97%) Splunk
6 128 (2.78%) OpenAI
7 121 (2.62%) VMware
8 112 (2.43%) Cisco
9 105 (2.28%) Red Hat
10 94 (2.04%) ServiceNow
11 80 (1.73%) F5
12 78 (1.69%) Palo Alto
13 74 (1.60%) Dynatrace
14 72 (1.56%) CyberArk
15 64 (1.39%) Informatica
16 60 (1.30%) IBM
17 57 (1.24%) BeyondTrust
18 56 (1.21%) Foundry
19 53 (1.15%) Fortinet
20 50 (1.08%) Arista