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

6 months to
14 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,390 3,256 3,419
As % of all contract jobs in England 11.23% 13.35% 9.23%
As % of the Programming Languages category 40.28% 39.47% 31.84%
Number of daily rates quoted 3,020 2,345 2,480
10th Percentile £363 £393 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £520 £552 £551
Median % change year-on-year -5.89% +0.27% -8.25%
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 107 45 87
10th Percentile £27.50 £21.55 £22.00
25th Percentile £41.94 £26.32 £37.50
Median hourly rate £55.50 £47.50 £57.50
Median % change year-on-year +16.84% -17.39% -11.54%
75th Percentile £74.26 £63.25 £67.75
90th Percentile £83.30 £76.50 £76.00
UK median hourly rate £55.00 £43.50 £50.25
% change year-on-year +26.44% -13.43% -22.69%

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 10,900 8,250 10,738
As % of all contract IT jobs advertised in England 27.89% 33.83% 28.98%
Number of daily rates quoted 7,265 5,680 7,805
10th Percentile £352 £361 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £501 £525 £538
Median % change year-on-year -4.67% -2.42% -5.61%
75th Percentile £610 £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 515 212 426
10th Percentile £41.94 £25.31 £35.00
25th Percentile £55.00 £39.25 £46.25
Median hourly rate £65.00 £62.75 £60.32
Median % change year-on-year +3.59% +4.03% -3.49%
75th Percentile £70.00 £68.56 £70.00
90th Percentile £77.50 £85.00 £80.00
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 14 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 14 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 14 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 2,493 £550 -8.33% 1,276
North of England +8 666 £481 -2.31% 472
South East -5 409 £500 -4.76% 561
Yorkshire +1 367 £475 -5.00% 175
Midlands -3 277 £495 +8.02% 259
North West +2 253 £500 +1.83% 224
South West -1 242 £500 -9.09% 245
West Midlands -5 216 £500 +1.01% 126
East of England +1 131 £500 - 228
East Midlands -10 60 £455 +7.06% 132
North East +8 55 £475 -2.56% 75
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
1 233 (5.31%) Apache Spark
2 177 (4.03%) Apache Airflow
3 128 (2.92%) Confluence
4 125 (2.85%) Apache
5 67 (1.53%) SAS
6 50 (1.14%) SharePoint
7 26 (0.59%) Jupyter
8 23 (0.52%) Microsoft Exchange
9 18 (0.41%) OpenStack
10 15 (0.34%) Appian
10 15 (0.34%) Palantir Foundry
11 13 (0.30%) nginx
12 11 (0.25%) Camunda
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
14 7 (0.16%) CMS
15 3 (0.068%) CICS
15 3 (0.068%) IBM HTTP Server
15 3 (0.068%) IIS
15 3 (0.068%) WebSphere Application Server
Applications
1 126 (2.87%) Microsoft Excel
2 24 (0.55%) Chatbot
3 22 (0.50%) Microsoft Office
3 22 (0.50%) MS Visio
4 21 (0.48%) Microsoft PowerPoint
5 18 (0.41%) Spreadsheet
6 5 (0.11%) CPLEX
6 5 (0.11%) Weka
7 4 (0.091%) Microsoft Project
8 3 (0.068%) LaTeX
9 1 (0.023%) OrCAD
Business Applications
1 25 (0.57%) Aladdin
2 12 (0.27%) SAP S/4HANA
3 9 (0.21%) Fidessa
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
4 5 (0.11%) SAP IBP
5 4 (0.091%) Bloomberg AIM
6 3 (0.068%) Actimize
7 2 (0.046%) Dynamics CRM
7 2 (0.046%) Front Arena
7 2 (0.046%) Global One
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Remedy ITSM
8 1 (0.023%) Odoo
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) Sprinklr
8 1 (0.023%) Teamcenter
Cloud Services
1 1,681 (38.29%) AWS
2 1,539 (35.06%) Azure
3 682 (15.54%) GCP
4 578 (13.17%) GitHub
5 472 (10.75%) Power Platform
6 403 (9.18%) Serverless
7 342 (7.79%) Azure DevOps
8 314 (7.15%) Amazon S3
9 305 (6.95%) GitHub Actions
10 287 (6.54%) AWS Lambda
11 257 (5.85%) Azure Data Factory
12 202 (4.60%) Snowflake
13 184 (4.19%) AWS CloudFormation
14 159 (3.62%) OpenShift
15 154 (3.51%) Azure Synapse Analytics
16 139 (3.17%) Amazon EKS
16 139 (3.17%) dbt
17 115 (2.62%) Amazon ECS
18 105 (2.39%) Amazon EC2
19 100 (2.28%) Amazon CloudWatch
Communications & Networking
1 166 (3.78%) Firewall
2 126 (2.87%) DNS
3 90 (2.05%) Network Security
4 82 (1.87%) TCP/IP
5 69 (1.57%) VPN
6 68 (1.55%) BGP
7 57 (1.30%) WAN
8 45 (1.03%) HTTP
9 38 (0.87%) MPLS
10 36 (0.82%) OSPF
11 31 (0.71%) DHCP
11 31 (0.71%) VLAN
12 29 (0.66%) LAN
13 27 (0.62%) SAN
13 27 (0.62%) SNMP
14 26 (0.59%) Wireshark
15 24 (0.55%) SSL
15 24 (0.55%) VXLAN
16 22 (0.50%) SD-WAN
17 20 (0.46%) BIG-IP
Database & Business Intelligence
1 393 (8.95%) Power BI
2 283 (6.45%) PostgreSQL
3 264 (6.01%) Data Warehouse
4 206 (4.69%) Data Lake
5 194 (4.42%) SQL Server
6 172 (3.92%) NoSQL
7 163 (3.71%) Tableau
8 161 (3.67%) Relational Database
9 138 (3.14%) Metadata
10 118 (2.69%) BigQuery
11 116 (2.64%) Delta Lake
12 107 (2.44%) Big Data
13 105 (2.39%) Amazon Redshift
14 91 (2.07%) Amazon Athena
15 86 (1.96%) Amazon RDS
15 86 (1.96%) Azure SQL Database
16 83 (1.89%) MySQL
17 74 (1.69%) MongoDB
18 61 (1.39%) DynamoDB
19 57 (1.30%) Snowflake Schema
Development Applications
1 552 (12.57%) Git
2 409 (9.32%) Jenkins
3 311 (7.08%) GitLab
4 237 (5.40%) JIRA
5 79 (1.80%) Selenium
6 74 (1.69%) MLflow
7 45 (1.03%) Postman
8 36 (0.82%) Cucumber
9 35 (0.80%) JUnit
10 34 (0.77%) Bitbucket
11 25 (0.57%) Artifactory
11 25 (0.57%) JMeter
11 25 (0.57%) SpecFlow
12 23 (0.52%) Sonatype Nexus
13 21 (0.48%) Cypress.io
13 21 (0.48%) Robot Framework
13 21 (0.48%) SonarQube
14 20 (0.46%) Maven
15 17 (0.39%) Gatling
15 17 (0.39%) REST Assured
General
1 1,054 (24.01%) Social Skills
2 879 (20.02%) Finance
3 629 (14.33%) Analytical Skills
4 407 (9.27%) Public Sector
5 334 (7.61%) Banking
6 156 (3.55%) Front Office
7 124 (2.82%) Documentation Skills
8 74 (1.69%) Investment Banking
9 62 (1.41%) Marketing
10 56 (1.28%) Telecoms
11 53 (1.21%) Retail
12 49 (1.12%) Inclusion and Diversity
13 48 (1.09%) Pharmaceutical
14 47 (1.07%) Legal
15 41 (0.93%) Influencing Skills
16 36 (0.82%) Financial Institution
17 35 (0.80%) Manufacturing
18 30 (0.68%) Presentation Skills
19 28 (0.64%) Publishing
20 27 (0.62%) Military
Job Titles
1 821 (18.70%) Developer
2 670 (15.26%) Data Engineer
3 602 (13.71%) Senior
4 390 (8.88%) Python Developer
5 302 (6.88%) Architect
6 300 (6.83%) Lead
7 237 (5.40%) Analyst
8 228 (5.19%) DevOps Engineer
9 226 (5.15%) Software Engineer
10 217 (4.94%) Python Engineer
11 201 (4.58%) Artificial Intelligence Engineer
12 183 (4.17%) Data Scientist
13 174 (3.96%) AWS Engineer
14 147 (3.35%) Azure Engineer
15 145 (3.30%) Platform Engineer
16 133 (3.03%) Senior Developer
17 130 (2.96%) Senior Data Engineer
18 123 (2.80%) Data Analyst
19 111 (2.53%) Full-Stack Developer
20 91 (2.07%) Security Engineer
Libraries, Frameworks & Software Standards
1 368 (8.38%) REST
2 316 (7.20%) React
3 314 (7.15%) Kafka
4 282 (6.42%) PySpark
5 227 (5.17%) Node.js
6 204 (4.65%) Pandas
7 192 (4.37%) .NET
8 174 (3.96%) PyTorch
9 145 (3.30%) RESTful
10 134 (3.05%) TensorFlow
11 133 (3.03%) JSON
11 133 (3.03%) NumPy
11 133 (3.03%) scikit-learn
12 127 (2.89%) FastAPI
13 109 (2.48%) AngularJS
14 103 (2.35%) LangChain
15 101 (2.30%) LDAP
16 98 (2.23%) Django
17 96 (2.19%) YAML
18 95 (2.16%) Flask
Miscellaneous
1 421 (9.59%) Cloud Native
2 175 (3.99%) Distributed Systems
3 147 (3.35%) Algorithms
4 122 (2.78%) Product Ownership
5 112 (2.55%) Fixed Income
6 110 (2.51%) Equities
7 106 (2.41%) AI Agents
8 102 (2.32%) Data Protection Act
9 97 (2.21%) Derivative
10 95 (2.16%) Data Structures
11 86 (1.96%) Onboarding
12 85 (1.94%) Enterprise Software
13 83 (1.89%) Data Centre
13 83 (1.89%) Hybrid Cloud
14 80 (1.82%) Security Posture
15 68 (1.55%) Legacy Systems
16 67 (1.53%) Management Information System
17 60 (1.37%) Public Cloud
18 49 (1.12%) Hedge funds
19 44 (1.00%) Greenfield Project
Operating Systems
1 550 (12.53%) Linux
2 246 (5.60%) Windows
3 150 (3.42%) Unix
4 80 (1.82%) Red Hat Enterprise Linux
5 54 (1.23%) Windows Server
6 35 (0.80%) VMS
7 32 (0.73%) Ubuntu
8 28 (0.64%) Android
9 19 (0.43%) AIX
10 17 (0.39%) CentOS
11 16 (0.36%) Mac OS
12 15 (0.34%) Apple iOS
13 13 (0.30%) Solaris
14 8 (0.18%) Debian
15 6 (0.14%) Embedded Linux
15 6 (0.14%) Windows 7
15 6 (0.14%) zOS
16 4 (0.091%) Amazon Linux
16 4 (0.091%) Rocky
17 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,600 (36.45%) CI/CD
2 1,224 (27.88%) DevOps
3 986 (22.46%) Agile
4 977 (22.26%) AI
5 963 (21.94%) Analytics
6 915 (20.84%) Problem-Solving
7 741 (16.88%) Data Pipeline
8 740 (16.86%) Infrastructure as Code
9 681 (15.51%) Machine Learning
10 653 (14.87%) Containerisation
11 646 (14.72%) Data Engineering
12 620 (14.12%) Data Modelling
13 611 (13.92%) ETL
14 540 (12.30%) Data Science
15 527 (12.00%) Software Engineering
16 485 (11.05%) Test Automation
17 466 (10.62%) Business Intelligence
18 425 (9.68%) Observability
19 364 (8.29%) LLM
20 344 (7.84%) Validation
Programming Languages
1 1,489 (33.92%) SQL
2 671 (15.28%) Java
3 558 (12.71%) PowerShell
4 486 (11.07%) Bash
5 414 (9.43%) JavaScript
6 306 (6.97%) C#
7 295 (6.72%) TypeScript
8 180 (4.10%) Go
9 148 (3.37%) R
10 128 (2.92%) C++
11 121 (2.76%) Scala
12 93 (2.12%) Shell Script
13 83 (1.89%) Ruby
14 75 (1.71%) Bicep
15 63 (1.44%) Perl
16 50 (1.14%) C
17 49 (1.12%) Kusto Query Language
18 46 (1.05%) Data Analysis Expressions
19 40 (0.91%) VBA
20 39 (0.89%) T-SQL
Qualifications
1 1,027 (23.39%) Security Cleared
2 837 (19.07%) SC Cleared
3 353 (8.04%) Degree
4 166 (3.78%) Computer Science Degree
5 122 (2.78%) DV Cleared
6 99 (2.26%) BPSS Clearance
7 96 (2.19%) Azure Certification
8 87 (1.98%) CISSP
9 79 (1.80%) AWS Certification
9 79 (1.80%) Master's Degree
10 65 (1.48%) Cisco Certification
11 48 (1.09%) CCNP
12 46 (1.05%) CISM
13 39 (0.89%) PhD
14 34 (0.77%) VMware Certified Professional (VCP)
15 29 (0.66%) Microsoft Certification
16 26 (0.59%) CCNA
17 25 (0.57%) AWS Certified Solutions Architect
18 23 (0.52%) CCIE
18 23 (0.52%) ISTQB
Quality Assurance & Compliance
1 446 (10.16%) Data Quality
2 183 (4.17%) QA
3 161 (3.67%) GDPR
4 99 (2.26%) NIST
5 93 (2.12%) ISO/IEC 27001
6 57 (1.30%) Accessibility
7 26 (0.59%) PCI DSS
7 26 (0.59%) Sarbanes-Oxley
8 23 (0.52%) SLA
9 20 (0.46%) HIPAA
10 18 (0.41%) NCSC
11 16 (0.36%) WCAG
12 13 (0.30%) Actionable Recommendations
13 10 (0.23%) SOC 2
14 9 (0.21%) Cyber Essentials
15 8 (0.18%) PMO
16 7 (0.16%) California Consumer Privacy Act
16 7 (0.16%) GRC
16 7 (0.16%) ISO 20022
17 6 (0.14%) PSD2
System Software
1 763 (17.38%) Docker
2 161 (3.67%) Active Directory
3 99 (2.26%) VMware Infrastructure
4 56 (1.28%) Virtual Machines
5 48 (1.09%) vSphere
6 45 (1.03%) VMware NSX
7 27 (0.62%) Firmware
8 21 (0.48%) Hyper-V
9 13 (0.30%) VMware ESXi
10 12 (0.27%) KVM
11 8 (0.18%) HDFS
12 6 (0.14%) GPFS
12 6 (0.14%) Lustre
12 6 (0.14%) Postfix
12 6 (0.14%) Slurm Workload Manager
13 5 (0.11%) NFS
13 5 (0.11%) Virtual Desktop
14 4 (0.091%) Active Directory Lightweight Directory Services
14 4 (0.091%) Oracle RAC
14 4 (0.091%) SRDF
Systems Management
1 935 (21.30%) Terraform
2 853 (19.43%) Kubernetes
3 421 (9.59%) Ansible
4 253 (5.76%) Grafana
5 221 (5.03%) Prometheus
6 75 (1.71%) Argo
7 65 (1.48%) Puppet
8 42 (0.96%) Istio
9 38 (0.87%) vCenter Server
10 31 (0.71%) Kibana
11 26 (0.59%) Progress Chef
12 22 (0.50%) Nessus
12 22 (0.50%) Rancher
12 22 (0.50%) vRealize
13 20 (0.46%) Kubeflow
14 19 (0.43%) Control-M
15 18 (0.41%) Microsoft Intune
15 18 (0.41%) Nagios
16 14 (0.32%) IBM Guardium
16 14 (0.32%) Single Sign-On
Vendors
1 541 (12.32%) Microsoft
2 495 (11.28%) Databricks
3 235 (5.35%) Google
4 185 (4.21%) Oracle
4 185 (4.21%) Splunk
5 163 (3.71%) VMware
6 122 (2.78%) Red Hat
7 108 (2.46%) OpenAI
8 107 (2.44%) Cisco
9 91 (2.07%) CyberArk
10 85 (1.94%) ServiceNow
11 78 (1.78%) BeyondTrust
12 60 (1.37%) Foundry
13 55 (1.25%) F5
14 51 (1.16%) Informatica
15 49 (1.12%) Palo Alto
16 47 (1.07%) IBM
17 46 (1.05%) Dynatrace
18 43 (0.98%) SAP
19 39 (0.89%) Atlassian