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

6 months to
7 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,437 3,256 3,454
As % of all contract jobs in England 11.38% 13.35% 9.24%
As % of the Programming Languages category 40.44% 39.65% 31.94%
Number of daily rates quoted 3,067 2,342 2,500
10th Percentile £363 £393 £400
25th Percentile £425 £457 £463
Median daily rate (50th Percentile) £520 £560 £550
Median % change year-on-year -7.14% +1.82% -8.33%
75th Percentile £625 £699 £688
90th Percentile £750 £838 £800
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 102 43 83
10th Percentile £27.50 £21.25 £22.00
25th Percentile £41.42 £25.75 £37.50
Median hourly rate £58.13 £47.50 £52.50
Median % change year-on-year +22.38% -9.52% -19.23%
75th Percentile £74.82 £65.50 £66.88
90th Percentile £82.90 £77.00 £72.50
UK median hourly rate £55.00 £42.50 £48.50
% change year-on-year +29.41% -12.37% -25.38%

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 10,971 8,211 10,814
As % of all contract IT jobs advertised in England 28.15% 33.66% 28.94%
Number of daily rates quoted 7,329 5,631 7,849
10th Percentile £355 £360 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £505 £525 £538
Median % change year-on-year -3.81% -2.33% -4.87%
75th Percentile £613 £650 £656
90th Percentile £725 £775 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 505 213 430
10th Percentile £41.94 £25.25 £35.00
25th Percentile £55.81 £39.25 £46.25
Median hourly rate £65.00 £63.00 £60.00
Median % change year-on-year +3.17% +5.00% -4.00%
75th Percentile £70.00 £68.75 £68.56
90th Percentile £77.50 £85.00 £75.00
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -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 7 April 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 7 April 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 7 April 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 2,517 £550 -8.33% 1,152
North of England +9 678 £481 -3.70% 475
South East -5 404 £500 -4.76% 576
Yorkshire +1 378 £478 -4.40% 164
Midlands -3 287 £495 +6.00% 255
North West +6 255 £490 -0.41% 230
South West -1 248 £525 -4.55% 280
West Midlands -1 229 £500 +2.04% 130
East of England +2 135 £500 - 219
East Midlands -12 57 £450 +3.21% 125
North East +11 54 £500 +1.27% 83
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
1 232 (5.23%) Apache Spark
2 181 (4.08%) Apache Airflow
3 133 (3.00%) Confluence
4 131 (2.95%) Apache
5 66 (1.49%) SAS
6 50 (1.13%) SharePoint
7 28 (0.63%) Jupyter
8 23 (0.52%) Microsoft Exchange
9 19 (0.43%) OpenStack
10 18 (0.41%) Palantir Foundry
11 15 (0.34%) Appian
12 13 (0.29%) nginx
13 11 (0.25%) Camunda
14 8 (0.18%) Apache Superset
14 8 (0.18%) ArcGIS
15 7 (0.16%) CMS
16 3 (0.068%) CICS
16 3 (0.068%) IBM HTTP Server
16 3 (0.068%) IIS
16 3 (0.068%) WebSphere Application Server
Applications
1 126 (2.84%) Microsoft Excel
2 26 (0.59%) Chatbot
3 22 (0.50%) Microsoft Office
4 21 (0.47%) Microsoft PowerPoint
5 20 (0.45%) MS Visio
6 18 (0.41%) Spreadsheet
7 6 (0.14%) Weka
8 5 (0.11%) CPLEX
9 4 (0.090%) Microsoft Project
10 3 (0.068%) LaTeX
11 1 (0.023%) OrCAD
Business Applications
1 25 (0.56%) Aladdin
2 11 (0.25%) SAP S/4HANA
3 9 (0.20%) Fidessa
4 5 (0.11%) Oracle EBS
5 4 (0.090%) BambooHR
5 4 (0.090%) Bloomberg AIM
5 4 (0.090%) SAP IBP
6 3 (0.068%) Actimize
6 3 (0.068%) Remedy ITSM
7 2 (0.045%) Cloudability
7 2 (0.045%) Front Arena
7 2 (0.045%) Global One
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
8 1 (0.023%) Odoo
8 1 (0.023%) OneSumX
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) Shopify
8 1 (0.023%) Sparx Enterprise Architect
8 1 (0.023%) Sprinklr
Cloud Services
1 1,699 (38.29%) AWS
2 1,546 (34.84%) Azure
3 691 (15.57%) GCP
4 593 (13.36%) GitHub
5 472 (10.64%) Power Platform
6 421 (9.49%) Serverless
7 339 (7.64%) Azure DevOps
8 310 (6.99%) Amazon S3
9 309 (6.96%) GitHub Actions
10 288 (6.49%) AWS Lambda
11 256 (5.77%) Azure Data Factory
12 212 (4.78%) Snowflake
13 187 (4.21%) AWS CloudFormation
14 164 (3.70%) OpenShift
15 149 (3.36%) Azure Synapse Analytics
16 147 (3.31%) dbt
17 142 (3.20%) Amazon EKS
18 121 (2.73%) Amazon ECS
19 104 (2.34%) Amazon EC2
20 102 (2.30%) Amazon CloudWatch
Communications & Networking
1 164 (3.70%) Firewall
2 130 (2.93%) DNS
3 88 (1.98%) Network Security
4 83 (1.87%) TCP/IP
5 71 (1.60%) VPN
6 67 (1.51%) BGP
7 58 (1.31%) WAN
8 45 (1.01%) HTTP
9 38 (0.86%) MPLS
10 36 (0.81%) OSPF
11 32 (0.72%) DHCP
12 30 (0.68%) VLAN
13 29 (0.65%) LAN
14 28 (0.63%) Wireshark
15 27 (0.61%) SAN
15 27 (0.61%) SNMP
16 24 (0.54%) SSL
17 23 (0.52%) SD-WAN
18 21 (0.47%) VXLAN
19 20 (0.45%) Multicast
Database & Business Intelligence
1 392 (8.83%) Power BI
2 296 (6.67%) PostgreSQL
3 264 (5.95%) Data Warehouse
4 204 (4.60%) Data Lake
5 182 (4.10%) NoSQL
6 179 (4.03%) SQL Server
7 165 (3.72%) Relational Database
8 162 (3.65%) Tableau
9 135 (3.04%) Metadata
10 116 (2.61%) Delta Lake
11 114 (2.57%) Big Data
12 111 (2.50%) BigQuery
13 100 (2.25%) Amazon Redshift
14 92 (2.07%) Amazon RDS
14 92 (2.07%) MySQL
15 88 (1.98%) Amazon Athena
16 85 (1.92%) Azure SQL Database
17 75 (1.69%) MongoDB
18 62 (1.40%) DynamoDB
19 58 (1.31%) Hadoop
Development Applications
1 553 (12.46%) Git
2 433 (9.76%) Jenkins
3 327 (7.37%) GitLab
4 241 (5.43%) JIRA
5 78 (1.76%) Selenium
6 75 (1.69%) MLflow
7 45 (1.01%) Postman
8 36 (0.81%) Cucumber
8 36 (0.81%) JUnit
9 34 (0.77%) Bitbucket
10 26 (0.59%) JMeter
11 25 (0.56%) SpecFlow
12 24 (0.54%) Artifactory
13 23 (0.52%) Sonatype Nexus
14 22 (0.50%) Maven
15 21 (0.47%) Cypress.io
15 21 (0.47%) Robot Framework
15 21 (0.47%) SonarQube
16 19 (0.43%) Gatling
16 19 (0.43%) PyCharm
General
1 1,079 (24.32%) Social Skills
2 904 (20.37%) Finance
3 635 (14.31%) Analytical Skills
4 403 (9.08%) Public Sector
5 363 (8.18%) Banking
6 168 (3.79%) Front Office
7 117 (2.64%) Documentation Skills
8 81 (1.83%) Investment Banking
9 60 (1.35%) Marketing
10 59 (1.33%) Telecoms
11 53 (1.19%) Retail
12 50 (1.13%) Inclusion and Diversity
13 49 (1.10%) Pharmaceutical
14 47 (1.06%) Legal
15 43 (0.97%) Financial Institution
16 41 (0.92%) Influencing Skills
17 35 (0.79%) Manufacturing
18 30 (0.68%) Presentation Skills
19 27 (0.61%) Publishing
20 26 (0.59%) Military
Job Titles
1 829 (18.68%) Developer
2 665 (14.99%) Data Engineer
3 608 (13.70%) Senior
4 385 (8.68%) Python Developer
5 308 (6.94%) Lead
6 303 (6.83%) Architect
7 234 (5.27%) Analyst
8 233 (5.25%) DevOps Engineer
9 229 (5.16%) Software Engineer
10 225 (5.07%) Python Engineer
11 207 (4.67%) Artificial Intelligence Engineer
12 183 (4.12%) AWS Engineer
13 180 (4.06%) Data Scientist
14 147 (3.31%) Platform Engineer
15 144 (3.25%) Azure Engineer
16 131 (2.95%) Senior Developer
17 129 (2.91%) Senior Data Engineer
18 125 (2.82%) Data Analyst
19 113 (2.55%) Full-Stack Developer
20 95 (2.14%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 380 (8.56%) REST
2 325 (7.32%) Kafka
3 317 (7.14%) React
4 281 (6.33%) PySpark
5 226 (5.09%) Node.js
6 209 (4.71%) Pandas
7 190 (4.28%) .NET
8 180 (4.06%) PyTorch
9 155 (3.49%) RESTful
10 143 (3.22%) TensorFlow
11 141 (3.18%) NumPy
12 135 (3.04%) scikit-learn
13 132 (2.97%) JSON
14 130 (2.93%) FastAPI
15 112 (2.52%) AngularJS
16 105 (2.37%) LangChain
17 101 (2.28%) LDAP
18 100 (2.25%) Flask
19 98 (2.21%) Django
20 96 (2.16%) pytest
Miscellaneous
1 441 (9.94%) Cloud Native
2 180 (4.06%) Distributed Systems
3 155 (3.49%) Algorithms
4 126 (2.84%) Product Ownership
5 116 (2.61%) Equities
6 115 (2.59%) Fixed Income
7 105 (2.37%) Derivative
8 103 (2.32%) AI Agents
9 102 (2.30%) Data Protection Act
10 98 (2.21%) Data Structures
11 86 (1.94%) Hybrid Cloud
12 84 (1.89%) Enterprise Software
13 82 (1.85%) Data Centre
14 80 (1.80%) Security Posture
15 78 (1.76%) Onboarding
16 71 (1.60%) Public Cloud
17 70 (1.58%) Legacy Systems
18 64 (1.44%) Management Information System
19 56 (1.26%) Hedge funds
20 48 (1.08%) Virtual Team
Operating Systems
1 572 (12.89%) Linux
2 245 (5.52%) Windows
3 150 (3.38%) Unix
4 86 (1.94%) Red Hat Enterprise Linux
5 52 (1.17%) Windows Server
6 35 (0.79%) VMS
7 32 (0.72%) Ubuntu
8 29 (0.65%) Android
9 19 (0.43%) AIX
10 17 (0.38%) CentOS
11 15 (0.34%) Apple iOS
11 15 (0.34%) Mac OS
12 14 (0.32%) Solaris
13 8 (0.18%) Debian
14 7 (0.16%) Windows 7
15 6 (0.14%) zOS
16 5 (0.11%) Embedded Linux
17 4 (0.090%) Amazon Linux
17 4 (0.090%) Kali Linux
17 4 (0.090%) Rocky
Processes & Methodologies
1 1,621 (36.53%) CI/CD
2 1,249 (28.15%) DevOps
3 1,010 (22.76%) Agile
4 994 (22.40%) AI
5 965 (21.75%) Analytics
6 921 (20.76%) Problem-Solving
7 756 (17.04%) Infrastructure as Code
8 748 (16.86%) Data Pipeline
9 704 (15.87%) Machine Learning
10 667 (15.03%) Containerisation
11 655 (14.76%) Data Engineering
12 617 (13.91%) Data Modelling
13 613 (13.82%) ETL
14 545 (12.28%) Data Science
15 539 (12.15%) Software Engineering
16 492 (11.09%) Test Automation
17 462 (10.41%) Business Intelligence
18 429 (9.67%) Observability
19 370 (8.34%) LLM
20 345 (7.78%) Data Governance
Programming Languages
1 1,499 (33.78%) SQL
2 672 (15.15%) Java
3 560 (12.62%) PowerShell
4 496 (11.18%) Bash
5 416 (9.38%) JavaScript
6 305 (6.87%) C#
7 296 (6.67%) TypeScript
8 188 (4.24%) Go
9 145 (3.27%) R
10 132 (2.97%) C++
11 117 (2.64%) Scala
12 99 (2.23%) Shell Script
13 85 (1.92%) Ruby
14 75 (1.69%) Bicep
15 65 (1.46%) Perl
16 49 (1.10%) Kusto Query Language
17 48 (1.08%) C
18 45 (1.01%) Data Analysis Expressions
19 41 (0.92%) VBA
20 38 (0.86%) T-SQL
Qualifications
1 1,023 (23.06%) Security Cleared
2 822 (18.53%) SC Cleared
3 364 (8.20%) Degree
4 175 (3.94%) Computer Science Degree
5 132 (2.97%) DV Cleared
6 95 (2.14%) BPSS Clearance
7 94 (2.12%) Azure Certification
8 92 (2.07%) Master's Degree
9 86 (1.94%) CISSP
10 80 (1.80%) AWS Certification
11 64 (1.44%) Cisco Certification
12 47 (1.06%) CCNP
13 46 (1.04%) CISM
14 42 (0.95%) PhD
15 32 (0.72%) VMware Certified Professional (VCP)
16 30 (0.68%) Microsoft Certification
17 26 (0.59%) AWS Certified Solutions Architect
17 26 (0.59%) CCNA
18 23 (0.52%) CCIE
18 23 (0.52%) ISTQB
Quality Assurance & Compliance
1 444 (10.01%) Data Quality
2 183 (4.12%) QA
3 164 (3.70%) GDPR
4 91 (2.05%) NIST
5 86 (1.94%) ISO/IEC 27001
6 57 (1.28%) Accessibility
7 26 (0.59%) PCI DSS
7 26 (0.59%) SLA
8 25 (0.56%) Sarbanes-Oxley
9 21 (0.47%) HIPAA
9 21 (0.47%) NCSC
10 16 (0.36%) WCAG
11 13 (0.29%) Actionable Recommendations
12 11 (0.25%) Cyber Essentials
12 11 (0.25%) SOC 2
13 8 (0.18%) California Consumer Privacy Act
13 8 (0.18%) MiFID
13 8 (0.18%) PMO
14 7 (0.16%) EMIR
14 7 (0.16%) ISO 20022
System Software
1 787 (17.74%) Docker
2 153 (3.45%) Active Directory
3 103 (2.32%) VMware Infrastructure
4 56 (1.26%) Virtual Machines
5 54 (1.22%) vSphere
6 46 (1.04%) VMware NSX
7 26 (0.59%) Firmware
8 21 (0.47%) Hyper-V
9 13 (0.29%) VMware ESXi
10 12 (0.27%) KVM
11 8 (0.18%) HDFS
12 7 (0.16%) GPFS
12 7 (0.16%) Lustre
12 7 (0.16%) Slurm Workload Manager
13 6 (0.14%) Postfix
14 5 (0.11%) Virtual Desktop
15 4 (0.090%) Active Directory Lightweight Directory Services
15 4 (0.090%) NFS
16 3 (0.068%) Embedded Firmware
16 3 (0.068%) SRDF
Systems Management
1 948 (21.37%) Terraform
2 875 (19.72%) Kubernetes
3 438 (9.87%) Ansible
4 269 (6.06%) Grafana
5 234 (5.27%) Prometheus
6 79 (1.78%) Argo
7 67 (1.51%) Puppet
8 40 (0.90%) Istio
9 37 (0.83%) vCenter Server
10 31 (0.70%) Kibana
11 28 (0.63%) Progress Chef
12 22 (0.50%) Nessus
12 22 (0.50%) Rancher
12 22 (0.50%) vRealize
13 20 (0.45%) Kubeflow
14 19 (0.43%) Control-M
14 19 (0.43%) Nagios
15 17 (0.38%) Microsoft Intune
16 15 (0.34%) Single Sign-On
17 14 (0.32%) IBM Guardium
Vendors
1 544 (12.26%) Microsoft
2 496 (11.18%) Databricks
3 242 (5.45%) Google
4 198 (4.46%) Splunk
5 185 (4.17%) Oracle
6 171 (3.85%) VMware
7 130 (2.93%) Red Hat
8 108 (2.43%) OpenAI
9 101 (2.28%) Cisco
10 86 (1.94%) ServiceNow
11 82 (1.85%) CyberArk
12 68 (1.53%) BeyondTrust
13 64 (1.44%) Foundry
14 55 (1.24%) F5
15 51 (1.15%) Informatica
16 47 (1.06%) Palo Alto
17 46 (1.04%) IBM
18 43 (0.97%) Dynatrace
19 42 (0.95%) SAP
20 39 (0.88%) Atlassian