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 27 March 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,384 3,246 3,505
As % of all contract jobs in England 11.64% 13.40% 9.30%
As % of the Programming Languages category 40.79% 39.57% 32.13%
Number of daily rates quoted 3,019 2,342 2,524
10th Percentile £363 £391 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £518 £564 £550
Median % change year-on-year -8.20% +2.50% -8.33%
75th Percentile £625 £695 £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 92 42 86
10th Percentile £26.60 £21.25 £22.00
25th Percentile £36.44 £25.50 £37.50
Median hourly rate £54.25 £50.00 £52.50
Median % change year-on-year +8.50% -4.76% -19.23%
75th Percentile £74.26 £65.75 £66.63
90th Percentile £80.18 £77.25 £72.50
UK median hourly rate £52.50 £43.50 £48.50
% change year-on-year +20.69% -10.31% -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 10,748 8,204 10,908
As % of all contract IT jobs advertised in England 28.54% 33.86% 28.94%
Number of daily rates quoted 7,138 5,613 7,886
10th Percentile £352 £360 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.42% -5.61%
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 483 216 435
10th Percentile £41.25 £25.25 £35.00
25th Percentile £54.55 £40.75 £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 £68.38
90th Percentile £76.25 £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 27 March 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 27 March 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 27 March 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 2,487 £550 -8.33% 1,152
North of England +13 669 £479 -4.25% 475
South East -7 413 £500 -6.10% 576
Yorkshire 0 363 £482 -3.60% 164
Midlands 0 285 £498 +4.74% 255
North West +14 260 £475 -4.95% 230
South West -1 234 £525 -8.70% 280
West Midlands -1 228 £500 - 130
East of England +1 139 £500 +1.01% 219
East Midlands -14 56 £450 +5.88% 125
North East +14 55 £488 -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
1 224 (5.11%) Apache Spark
2 172 (3.92%) Apache Airflow
3 143 (3.26%) Confluence
4 127 (2.90%) Apache
5 66 (1.51%) SAS
6 51 (1.16%) SharePoint
7 23 (0.52%) Jupyter
7 23 (0.52%) Microsoft Exchange
8 20 (0.46%) OpenStack
9 19 (0.43%) Palantir Foundry
10 15 (0.34%) Appian
11 12 (0.27%) nginx
12 11 (0.25%) Camunda
13 8 (0.18%) ArcGIS
13 8 (0.18%) CMS
14 7 (0.16%) Apache Superset
15 4 (0.091%) WebSphere
16 3 (0.068%) IBM HTTP Server
16 3 (0.068%) IIS
16 3 (0.068%) WebSphere Application Server
Applications
1 125 (2.85%) Microsoft Excel
2 27 (0.62%) Chatbot
3 24 (0.55%) Microsoft Office
4 22 (0.50%) Microsoft PowerPoint
5 20 (0.46%) MS Visio
6 18 (0.41%) Spreadsheet
7 8 (0.18%) Weka
8 5 (0.11%) CPLEX
9 4 (0.091%) Microsoft Project
10 3 (0.068%) LaTeX
11 1 (0.023%) OrCAD
Business Applications
1 23 (0.52%) Aladdin
2 11 (0.25%) SAP S/4HANA
3 10 (0.23%) Fidessa
4 5 (0.11%) Oracle EBS
5 4 (0.091%) Bloomberg AIM
6 3 (0.068%) Actimize
6 3 (0.068%) BambooHR
6 3 (0.068%) SAP IBP
7 2 (0.046%) Cloudability
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Remedy ITSM
8 1 (0.023%) Cerner Millennium
8 1 (0.023%) IntelliMatch
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%) Sparx Enterprise Architect
8 1 (0.023%) Sprinklr
Cloud Services
1 1,685 (38.44%) AWS
2 1,553 (35.42%) Azure
3 709 (16.17%) GCP
4 609 (13.89%) GitHub
5 448 (10.22%) Power Platform
6 415 (9.47%) Serverless
7 348 (7.94%) Azure DevOps
8 310 (7.07%) GitHub Actions
9 295 (6.73%) Amazon S3
10 273 (6.23%) AWS Lambda
11 253 (5.77%) Azure Data Factory
12 206 (4.70%) Snowflake
13 186 (4.24%) AWS CloudFormation
14 160 (3.65%) OpenShift
15 148 (3.38%) Azure Synapse Analytics
16 143 (3.26%) Amazon EKS
17 138 (3.15%) dbt
18 123 (2.81%) Amazon ECS
19 106 (2.42%) Amazon EC2
20 103 (2.35%) Amazon CloudWatch
Communications & Networking
1 174 (3.97%) Firewall
2 134 (3.06%) DNS
3 92 (2.10%) Network Security
3 92 (2.10%) TCP/IP
4 77 (1.76%) VPN
5 65 (1.48%) BGP
6 60 (1.37%) WAN
7 45 (1.03%) HTTP
8 38 (0.87%) MPLS
9 35 (0.80%) OSPF
9 35 (0.80%) Wireshark
10 29 (0.66%) DHCP
10 29 (0.66%) LAN
10 29 (0.66%) SD-WAN
10 29 (0.66%) VLAN
11 28 (0.64%) SSL
12 26 (0.59%) SAN
13 24 (0.55%) SNMP
14 23 (0.52%) Multicast
15 22 (0.50%) VXLAN
Database & Business Intelligence
1 373 (8.51%) Power BI
2 302 (6.89%) PostgreSQL
3 252 (5.75%) Data Warehouse
4 199 (4.54%) Data Lake
5 189 (4.31%) NoSQL
6 176 (4.01%) SQL Server
7 174 (3.97%) Relational Database
8 150 (3.42%) Tableau
9 128 (2.92%) Metadata
10 115 (2.62%) Big Data
11 113 (2.58%) Delta Lake
12 103 (2.35%) BigQuery
13 96 (2.19%) Amazon Redshift
14 95 (2.17%) MySQL
15 92 (2.10%) Amazon RDS
16 83 (1.89%) Azure SQL Database
17 79 (1.80%) MongoDB
18 76 (1.73%) Amazon Athena
19 61 (1.39%) Hadoop
20 57 (1.30%) DynamoDB
Development Applications
1 551 (12.57%) Git
2 459 (10.47%) Jenkins
3 345 (7.87%) GitLab
4 253 (5.77%) JIRA
5 80 (1.82%) MLflow
6 73 (1.67%) Selenium
7 45 (1.03%) Postman
8 37 (0.84%) Cucumber
9 36 (0.82%) Bitbucket
10 33 (0.75%) JUnit
11 29 (0.66%) JMeter
12 26 (0.59%) Artifactory
13 25 (0.57%) SpecFlow
14 24 (0.55%) Sonatype Nexus
15 23 (0.52%) Cypress.io
16 22 (0.50%) Gatling
16 22 (0.50%) Maven
17 20 (0.46%) Robot Framework
18 19 (0.43%) SonarQube
19 18 (0.41%) PyCharm
General
1 1,105 (25.21%) Social Skills
2 904 (20.62%) Finance
3 631 (14.39%) Analytical Skills
4 405 (9.24%) Public Sector
5 362 (8.26%) Banking
6 166 (3.79%) Front Office
7 119 (2.71%) Documentation Skills
8 79 (1.80%) Investment Banking
9 62 (1.41%) Marketing
10 56 (1.28%) Retail
11 55 (1.25%) Pharmaceutical
12 54 (1.23%) Telecoms
13 51 (1.16%) Inclusion and Diversity
14 50 (1.14%) Financial Institution
15 44 (1.00%) Legal
16 42 (0.96%) Influencing Skills
17 36 (0.82%) Manufacturing
18 29 (0.66%) Presentation Skills
19 27 (0.62%) Publishing
20 26 (0.59%) Military
Job Titles
1 810 (18.48%) Developer
2 637 (14.53%) Data Engineer
3 598 (13.64%) Senior
4 370 (8.44%) Python Developer
5 301 (6.87%) Lead
6 300 (6.84%) Architect
7 243 (5.54%) DevOps Engineer
8 238 (5.43%) Analyst
9 225 (5.13%) Software Engineer
10 220 (5.02%) Python Engineer
11 210 (4.79%) Artificial Intelligence Engineer
12 177 (4.04%) AWS Engineer
13 176 (4.01%) Data Scientist
14 145 (3.31%) Platform Engineer
15 140 (3.19%) Azure Engineer
16 129 (2.94%) Senior Developer
17 121 (2.76%) Data Analyst
18 118 (2.69%) Senior Data Engineer
19 110 (2.51%) Full-Stack Developer
20 101 (2.30%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 391 (8.92%) REST
2 318 (7.25%) Kafka
3 310 (7.07%) React
4 275 (6.27%) PySpark
5 221 (5.04%) Node.js
6 197 (4.49%) Pandas
7 189 (4.31%) PyTorch
8 185 (4.22%) .NET
9 161 (3.67%) RESTful
10 154 (3.51%) TensorFlow
11 137 (3.13%) NumPy
11 137 (3.13%) scikit-learn
12 135 (3.08%) FastAPI
13 126 (2.87%) JSON
14 120 (2.74%) AngularJS
15 98 (2.24%) LDAP
16 97 (2.21%) Django
16 97 (2.21%) Flask
16 97 (2.21%) LangChain
17 95 (2.17%) pytest
Miscellaneous
1 446 (10.17%) Cloud Native
2 183 (4.17%) Distributed Systems
3 165 (3.76%) Algorithms
4 127 (2.90%) Product Ownership
5 115 (2.62%) Equities
5 115 (2.62%) Fixed Income
6 102 (2.33%) Data Protection Act
6 102 (2.33%) Derivative
7 95 (2.17%) Data Structures
7 95 (2.17%) Hybrid Cloud
8 92 (2.10%) AI Agents
9 83 (1.89%) Enterprise Software
10 80 (1.82%) Security Posture
11 79 (1.80%) Data Centre
12 77 (1.76%) Onboarding
12 77 (1.76%) Public Cloud
13 73 (1.67%) Legacy Systems
14 64 (1.46%) Management Information System
15 54 (1.23%) Hedge funds
16 47 (1.07%) Distributed Computing
Operating Systems
1 583 (13.30%) Linux
2 257 (5.86%) Windows
3 154 (3.51%) Unix
4 81 (1.85%) Red Hat Enterprise Linux
5 54 (1.23%) Windows Server
6 33 (0.75%) VMS
7 32 (0.73%) Ubuntu
8 31 (0.71%) Android
9 17 (0.39%) CentOS
10 16 (0.36%) AIX
11 14 (0.32%) Apple iOS
11 14 (0.32%) Mac OS
11 14 (0.32%) Solaris
12 9 (0.21%) Windows 7
13 6 (0.14%) Debian
13 6 (0.14%) Kali Linux
13 6 (0.14%) zOS
14 5 (0.11%) Embedded Linux
15 4 (0.091%) Amazon Linux
15 4 (0.091%) Rocky
Processes & Methodologies
1 1,616 (36.86%) CI/CD
2 1,274 (29.06%) DevOps
3 1,012 (23.08%) Agile
4 979 (22.33%) AI
5 936 (21.35%) Analytics
6 930 (21.21%) Problem-Solving
7 768 (17.52%) Infrastructure as Code
8 727 (16.58%) Data Pipeline
9 713 (16.26%) Machine Learning
10 674 (15.37%) Containerisation
11 647 (14.76%) Data Engineering
12 609 (13.89%) Data Modelling
13 595 (13.57%) ETL
14 538 (12.27%) Data Science
15 524 (11.95%) Software Engineering
16 511 (11.66%) Test Automation
17 446 (10.17%) Business Intelligence
18 423 (9.65%) Observability
19 366 (8.35%) LLM
20 338 (7.71%) Continuous Improvement
Programming Languages
1 1,453 (33.14%) SQL
2 661 (15.08%) Java
3 566 (12.91%) PowerShell
4 508 (11.59%) Bash
5 411 (9.38%) JavaScript
6 293 (6.68%) C#
7 290 (6.61%) TypeScript
8 197 (4.49%) Go
9 143 (3.26%) C++
9 143 (3.26%) R
10 115 (2.62%) Scala
11 96 (2.19%) Shell Script
12 82 (1.87%) Ruby
13 73 (1.67%) Bicep
14 69 (1.57%) Perl
15 52 (1.19%) Kusto Query Language
16 47 (1.07%) C
17 43 (0.98%) Data Analysis Expressions
18 37 (0.84%) VBA
19 36 (0.82%) T-SQL
Qualifications
1 1,015 (23.15%) Security Cleared
2 805 (18.36%) SC Cleared
3 384 (8.76%) Degree
4 183 (4.17%) Computer Science Degree
5 136 (3.10%) DV Cleared
6 104 (2.37%) Master's Degree
7 93 (2.12%) BPSS Clearance
8 92 (2.10%) Azure Certification
9 85 (1.94%) AWS Certification
9 85 (1.94%) CISSP
10 62 (1.41%) Cisco Certification
11 47 (1.07%) CCNP
12 45 (1.03%) CISM
13 44 (1.00%) PhD
14 32 (0.73%) VMware Certified Professional (VCP)
15 30 (0.68%) Microsoft Certification
16 26 (0.59%) AWS Certified Solutions Architect
17 25 (0.57%) CCNA
18 24 (0.55%) CCIE
19 23 (0.52%) Microsoft Certified Professional
Quality Assurance & Compliance
1 428 (9.76%) Data Quality
2 183 (4.17%) QA
3 162 (3.70%) GDPR
4 95 (2.17%) NIST
5 84 (1.92%) ISO/IEC 27001
6 53 (1.21%) Accessibility
7 25 (0.57%) PCI DSS
7 25 (0.57%) Sarbanes-Oxley
8 22 (0.50%) NCSC
9 21 (0.48%) SLA
10 19 (0.43%) HIPAA
11 15 (0.34%) WCAG
12 14 (0.32%) Actionable Recommendations
13 11 (0.25%) SOC 2
14 10 (0.23%) Cyber Essentials
14 10 (0.23%) MiFID
15 8 (0.18%) California Consumer Privacy Act
15 8 (0.18%) EU AI Act
15 8 (0.18%) PMO
15 8 (0.18%) PSD2
System Software
1 809 (18.45%) Docker
2 157 (3.58%) Active Directory
3 104 (2.37%) VMware Infrastructure
4 55 (1.25%) vSphere
5 52 (1.19%) Virtual Machines
6 48 (1.09%) VMware NSX
7 27 (0.62%) Firmware
8 21 (0.48%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.27%) VMware ESXi
11 9 (0.21%) GPFS
11 9 (0.21%) Lustre
11 9 (0.21%) Slurm Workload Manager
12 8 (0.18%) HDFS
13 5 (0.11%) Postfix
14 4 (0.091%) Active Directory Lightweight Directory Services
14 4 (0.091%) Virtual Desktop
15 3 (0.068%) Ceph
15 3 (0.068%) Embedded Firmware
15 3 (0.068%) PowerHA
Systems Management
1 954 (21.76%) Terraform
2 895 (20.42%) Kubernetes
3 460 (10.49%) Ansible
4 286 (6.52%) Grafana
5 254 (5.79%) Prometheus
6 81 (1.85%) Argo
7 71 (1.62%) Puppet
8 40 (0.91%) Istio
9 38 (0.87%) vCenter Server
10 32 (0.73%) Kibana
11 28 (0.64%) Progress Chef
12 24 (0.55%) Nessus
13 22 (0.50%) Rancher
13 22 (0.50%) vRealize
14 19 (0.43%) Control-M
14 19 (0.43%) Kubeflow
15 18 (0.41%) Single Sign-On
16 16 (0.36%) Microsoft Intune
17 15 (0.34%) IBM Guardium
17 15 (0.34%) Nagios
Vendors
1 552 (12.59%) Microsoft
2 474 (10.81%) Databricks
3 249 (5.68%) Google
4 201 (4.58%) Splunk
5 186 (4.24%) Oracle
6 176 (4.01%) VMware
7 134 (3.06%) Red Hat
8 103 (2.35%) OpenAI
9 102 (2.33%) Cisco
10 90 (2.05%) ServiceNow
11 80 (1.82%) CyberArk
12 70 (1.60%) Foundry
13 67 (1.53%) BeyondTrust
14 57 (1.30%) F5
15 51 (1.16%) Palo Alto
16 50 (1.14%) Informatica
17 47 (1.07%) IBM
18 44 (1.00%) Dynatrace
19 41 (0.94%) Atlassian
20 39 (0.89%) SAP