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

6 months to
23 Jun 2026
Same period 2025 Same period 2024
Rank 12 11 14
Rank change year-on-year -1 +3 -2
Contract jobs citing Python 4,589 3,280 3,650
As % of all contract jobs in England 10.59% 13.13% 9.73%
As % of the Programming Languages category 39.68% 38.74% 32.01%
Number of daily rates quoted 3,071 2,324 2,671
10th Percentile £364 £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 £626 £675 £700
90th Percentile £750 £825 £850
UK median daily rate £525 £540 £550
% change year-on-year -2.78% -1.86% -8.29%
Number of hourly rates quoted 102 49 102
10th Percentile £28.50 £27.26 £21.76
25th Percentile £42.41 £33.91 £46.20
Median hourly rate £55.00 £50.00 £65.00
Median % change year-on-year +10.00% -23.08% -
75th Percentile £74.20 £55.00 £71.72
90th Percentile £85.00 £66.00 £77.50
UK median hourly rate £54.00 £44.75 £61.00
% change year-on-year +20.67% -26.64% -6.15%

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 11,566 8,466 11,403
As % of all contract IT jobs advertised in England 26.69% 33.89% 30.41%
Number of daily rates quoted 7,547 5,884 8,146
10th Percentile £360 £356 £350
25th Percentile £423 £413 £425
Median daily rate (50th Percentile) £515 £520 £540
Median % change year-on-year -0.96% -3.70% -3.57%
75th Percentile £615 £638 £650
90th Percentile £725 £775 £785
UK median daily rate £510 £510 £525
% change year-on-year - -2.86% -4.55%
Number of hourly rates quoted 520 200 498
10th Percentile £36.25 £28.16 £35.52
25th Percentile £55.00 £35.75 £49.25
Median hourly rate £65.00 £55.00 £62.50
Median % change year-on-year +18.18% -12.00% -
75th Percentile £70.00 £68.13 £70.00
90th Percentile £78.08 £85.00 £77.50
UK median hourly rate £65.00 £55.00 £62.50
% change year-on-year +18.18% -12.00% -

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 23 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 23 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 23 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 2,638 £550 -4.35% 960
North of England +9 786 £488 +2.63% 366
Yorkshire +2 430 £500 - 110
South East -6 410 £525 +3.96% 564
North West +6 278 £491 +3.37% 193
South West -4 260 £500 -9.09% 175
Midlands -15 236 £477 +4.89% 166
West Midlands -16 189 £476 +0.21% 77
East of England -11 128 £500 - 173
North East +8 90 £450 +5.88% 67
East Midlands -16 46 £497 +11.07% 89
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 (5.47%) Apache Spark
2 219 (4.77%) Apache Airflow
3 159 (3.46%) Apache
4 131 (2.85%) Confluence
5 51 (1.11%) Jupyter
6 45 (0.98%) SAS
6 45 (0.98%) SharePoint
7 17 (0.37%) OpenStack
7 17 (0.37%) Palantir Foundry
8 14 (0.31%) Microsoft Exchange
9 12 (0.26%) nginx
10 10 (0.22%) IIS
11 9 (0.20%) ArcGIS
12 8 (0.17%) Apache Superset
12 8 (0.17%) Appian
13 6 (0.13%) Camunda
13 6 (0.13%) CICS
13 6 (0.13%) CMS
13 6 (0.13%) Tomcat
14 5 (0.11%) WebSphere
Applications
1 102 (2.22%) Microsoft Excel
2 28 (0.61%) Chatbot
3 24 (0.52%) Microsoft Office
4 20 (0.44%) Microsoft PowerPoint
5 19 (0.41%) MS Visio
6 18 (0.39%) Spreadsheet
7 14 (0.31%) CPLEX
8 4 (0.087%) Microsoft Project
9 3 (0.065%) 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 (0.44%) SAP S/4HANA
3 9 (0.20%) Remedy ITSM
4 7 (0.15%) SAP IBP
5 6 (0.13%) Dynamics CRM
5 6 (0.13%) Fidessa
5 6 (0.13%) Oracle EBS
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 (0.044%) Endur
9 2 (0.044%) Front Arena
9 2 (0.044%) Global One
9 2 (0.044%) Oracle Assets
9 2 (0.044%) Orchestrade
9 2 (0.044%) Teamcenter
10 1 (0.022%) IBM Planning Analytics
Cloud Services
1 1,754 (38.22%) AWS
2 1,582 (34.47%) Azure
3 677 (14.75%) GCP
4 536 (11.68%) GitHub
5 459 (10.00%) Power Platform
6 411 (8.96%) Serverless
7 348 (7.58%) Amazon S3
8 342 (7.45%) Azure DevOps
9 302 (6.58%) AWS Lambda
10 301 (6.56%) GitHub Actions
11 230 (5.01%) Azure Data Factory
12 221 (4.82%) Snowflake
13 181 (3.94%) dbt
14 146 (3.18%) Azure Synapse Analytics
15 136 (2.96%) AWS CloudFormation
16 135 (2.94%) OpenShift
17 128 (2.79%) Amazon CloudWatch
18 127 (2.77%) Amazon EKS
19 108 (2.35%) Amazon EC2
20 95 (2.07%) Entra ID
Communications & Networking
1 205 (4.47%) Firewall
2 133 (2.90%) DNS
3 101 (2.20%) WAN
4 97 (2.11%) BGP
5 93 (2.03%) TCP/IP
6 88 (1.92%) Network Security
7 83 (1.81%) VPN
8 56 (1.22%) OSPF
9 53 (1.15%) BIG-IP
10 46 (1.00%) SD-WAN
11 45 (0.98%) HTTP
12 43 (0.94%) VXLAN
13 38 (0.83%) VLAN
14 37 (0.81%) DHCP
15 36 (0.78%) SSL
16 35 (0.76%) F5 BIG-IP LTM
17 34 (0.74%) LAN
17 34 (0.74%) MPLS
18 33 (0.72%) Ethernet VPN
19 32 (0.70%) SAN
Database & Business Intelligence
1 397 (8.65%) Power BI
2 295 (6.43%) PostgreSQL
3 269 (5.86%) Data Warehouse
4 226 (4.92%) SQL Server
5 190 (4.14%) Data Lake
6 179 (3.90%) Tableau
7 155 (3.38%) Relational Database
8 152 (3.31%) NoSQL
9 137 (2.99%) Metadata
10 121 (2.64%) Amazon Athena
10 121 (2.64%) BigQuery
11 120 (2.61%) Amazon Redshift
12 119 (2.59%) Delta Lake
13 114 (2.48%) Big Data
14 92 (2.00%) MongoDB
15 85 (1.85%) Amazon RDS
16 75 (1.63%) DynamoDB
17 63 (1.37%) MySQL
18 62 (1.35%) Snowflake Schema
19 60 (1.31%) Azure SQL Database
Development Applications
1 529 (11.53%) Git
2 397 (8.65%) Jenkins
3 330 (7.19%) GitLab
4 250 (5.45%) JIRA
5 63 (1.37%) MLflow
6 57 (1.24%) Selenium
7 44 (0.96%) Postman
8 30 (0.65%) Bitbucket
9 29 (0.63%) JMeter
10 28 (0.61%) Artifactory
11 27 (0.59%) Cypress.io
11 27 (0.59%) SonarQube
12 25 (0.54%) Cucumber
13 24 (0.52%) Maven
14 20 (0.44%) Gatling
14 20 (0.44%) JUnit
15 19 (0.41%) REST Assured
16 17 (0.37%) Robot Framework
16 17 (0.37%) Sonatype Nexus
17 13 (0.28%) Claude Code
General
1 1,015 (22.12%) Finance
2 1,014 (22.10%) Social Skills
3 643 (14.01%) Analytical Skills
4 428 (9.33%) Public Sector
5 353 (7.69%) Banking
6 181 (3.94%) Front Office
7 118 (2.57%) Documentation Skills
8 101 (2.20%) Investment Banking
9 83 (1.81%) Inclusion and Diversity
10 74 (1.61%) Retail
11 67 (1.46%) Marketing
12 55 (1.20%) Pharmaceutical
13 49 (1.07%) Telecoms
14 42 (0.92%) Financial Institution
15 41 (0.89%) Legal
15 41 (0.89%) Publishing
16 33 (0.72%) Influencing Skills
17 32 (0.70%) Military
18 31 (0.68%) Presentation Skills
19 26 (0.57%) Manufacturing
Job Titles
1 807 (17.59%) Developer
2 733 (15.97%) Data Engineer
3 686 (14.95%) Senior
4 406 (8.85%) Python Developer
5 349 (7.61%) Lead
6 281 (6.12%) Architect
7 247 (5.38%) Python Engineer
8 246 (5.36%) DevOps Engineer
9 240 (5.23%) Software Engineer
10 238 (5.19%) Analyst
11 218 (4.75%) Artificial Intelligence Engineer
12 178 (3.88%) Data Scientist
13 177 (3.86%) AWS Engineer
14 146 (3.18%) Senior Developer
15 144 (3.14%) Azure Engineer
15 144 (3.14%) Senior Data Engineer
16 125 (2.72%) Cloud Engineer
16 125 (2.72%) Data Analyst
17 124 (2.70%) Full-Stack Developer
17 124 (2.70%) Platform Engineer
Libraries, Frameworks & Software Standards
1 345 (7.52%) REST
2 334 (7.28%) React
3 321 (6.99%) PySpark
4 288 (6.28%) Kafka
5 204 (4.45%) .NET
6 180 (3.92%) Node.js
7 174 (3.79%) Pandas
8 164 (3.57%) RESTful
9 155 (3.38%) JSON
10 154 (3.36%) FastAPI
11 144 (3.14%) PyTorch
12 135 (2.94%) Django
13 119 (2.59%) LangChain
14 104 (2.27%) scikit-learn
15 103 (2.24%) NumPy
16 101 (2.20%) TensorFlow
17 95 (2.07%) Flask
17 95 (2.07%) YAML
18 91 (1.98%) AngularJS
19 90 (1.96%) Spring
Miscellaneous
1 605 (13.18%) Cloud Native
2 236 (5.14%) Distributed Systems
3 139 (3.03%) AI Agents
4 132 (2.88%) Onboarding
5 129 (2.81%) Data Centre
6 122 (2.66%) Algorithms
7 120 (2.61%) Product Ownership
8 108 (2.35%) Data Structures
9 99 (2.16%) Data Protection Act
9 99 (2.16%) Derivative
9 99 (2.16%) Legacy Systems
10 97 (2.11%) Equities
10 97 (2.11%) Hybrid Cloud
11 96 (2.09%) Fixed Income
12 89 (1.94%) Management Information System
13 81 (1.77%) Security Posture
14 59 (1.29%) Enterprise Software
15 56 (1.22%) Public Cloud
16 51 (1.11%) Greenfield Project
17 47 (1.02%) Self-Motivation
Operating Systems
1 523 (11.40%) Linux
2 254 (5.53%) Windows
3 179 (3.90%) Unix
4 99 (2.16%) Red Hat Enterprise Linux
5 61 (1.33%) Windows Server
6 42 (0.92%) Ubuntu
7 28 (0.61%) VMS
8 24 (0.52%) AIX
9 23 (0.50%) Android
10 20 (0.44%) CentOS
11 17 (0.37%) Solaris
12 16 (0.35%) Apple iOS
13 11 (0.24%) zOS
14 9 (0.20%) Mac OS
15 7 (0.15%) Debian
15 7 (0.15%) Windows Server 2019
16 6 (0.13%) Rocky
17 5 (0.11%) Amazon Linux
18 3 (0.065%) Oracle Linux
18 3 (0.065%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,741 (37.94%) CI/CD
2 1,283 (27.96%) DevOps
3 1,144 (24.93%) AI
4 1,000 (21.79%) Agile
5 977 (21.29%) Analytics
6 833 (18.15%) Data Pipeline
7 821 (17.89%) Infrastructure as Code
8 815 (17.76%) Problem-Solving
9 711 (15.49%) Machine Learning
10 696 (15.17%) Data Engineering
11 631 (13.75%) Containerisation
12 622 (13.55%) Data Modelling
12 622 (13.55%) Software Engineering
13 598 (13.03%) ETL
14 536 (11.68%) Data Science
15 480 (10.46%) Observability
16 469 (10.22%) Business Intelligence
17 460 (10.02%) Test Automation
18 426 (9.28%) LLM
19 396 (8.63%) Validation
Programming Languages
1 1,555 (33.89%) SQL
2 686 (14.95%) Java
3 552 (12.03%) PowerShell
4 512 (11.16%) Bash
5 383 (8.35%) JavaScript
6 334 (7.28%) TypeScript
7 293 (6.38%) C#
8 179 (3.90%) Go
9 140 (3.05%) R
10 111 (2.42%) C++
11 108 (2.35%) Scala
12 94 (2.05%) Shell Script
13 73 (1.59%) Bicep
14 53 (1.15%) Ruby
15 52 (1.13%) Perl
16 50 (1.09%) C
17 49 (1.07%) PL/SQL
18 48 (1.05%) Rust
19 47 (1.02%) Data Analysis Expressions
19 47 (1.02%) T-SQL
Qualifications
1 987 (21.51%) Security Cleared
2 792 (17.26%) SC Cleared
3 362 (7.89%) Degree
4 147 (3.20%) Computer Science Degree
5 140 (3.05%) DV Cleared
6 104 (2.27%) BPSS Clearance
7 98 (2.14%) Azure Certification
8 93 (2.03%) AWS Certification
9 86 (1.87%) CISSP
10 65 (1.42%) Cisco Certification
11 60 (1.31%) Master's Degree
12 41 (0.89%) CCNP
13 37 (0.81%) CISM
14 32 (0.70%) Microsoft Certification
14 32 (0.70%) VMware Certified Professional (VCP)
15 31 (0.68%) PhD
16 25 (0.54%) CCIE
17 23 (0.50%) AWS Certified Solutions Architect
18 21 (0.46%) ISTQB
19 19 (0.41%) RHCE
Quality Assurance & Compliance
1 473 (10.31%) Data Quality
2 182 (3.97%) QA
3 124 (2.70%) GDPR
4 101 (2.20%) ISO/IEC 27001
5 100 (2.18%) NIST
6 59 (1.29%) Accessibility
7 25 (0.54%) 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 (0.31%) Actionable Recommendations
11 12 (0.26%) NCSC
11 12 (0.26%) SOC 2
12 10 (0.22%) Cyber Essentials
13 8 (0.17%) California Consumer Privacy Act
13 8 (0.17%) GRC
14 7 (0.15%) ISO 20022
15 5 (0.11%) MiFID
15 5 (0.11%) PMO
System Software
1 736 (16.04%) Docker
2 124 (2.70%) Active Directory
3 87 (1.90%) VMware Infrastructure
4 65 (1.42%) Virtual Machines
5 35 (0.76%) vSphere
6 32 (0.70%) VMware NSX
7 28 (0.61%) 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 1,001 (21.81%) Terraform
2 841 (18.33%) Kubernetes
3 479 (10.44%) Ansible
4 258 (5.62%) Grafana
5 227 (4.95%) Prometheus
6 70 (1.53%) Puppet
7 47 (1.02%) Argo
8 37 (0.81%) Progress Chef
9 33 (0.72%) Istio
10 31 (0.68%) vCenter Server
11 29 (0.63%) Kibana
12 26 (0.57%) 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 (0.44%) HAProxy
18 17 (0.37%) IBM Guardium
18 17 (0.37%) Tivoli
Vendors
1 528 (11.51%) Microsoft
2 486 (10.59%) Databricks
3 243 (5.30%) Google
4 205 (4.47%) Oracle
5 183 (3.99%) Splunk
6 127 (2.77%) OpenAI
7 121 (2.64%) VMware
8 110 (2.40%) Cisco
9 108 (2.35%) Red Hat
10 93 (2.03%) ServiceNow
11 79 (1.72%) F5
12 76 (1.66%) Palo Alto
13 73 (1.59%) CyberArk
13 73 (1.59%) Dynatrace
14 62 (1.35%) Informatica
15 60 (1.31%) IBM
16 59 (1.29%) BeyondTrust
17 55 (1.20%) Foundry
18 52 (1.13%) Fortinet
19 50 (1.09%) Arista