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

6 months to
20 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,356 3,267 3,512
As % of all contract jobs in England 11.73% 13.37% 9.31%
As % of the Programming Languages category 40.77% 39.54% 32.18%
Number of daily rates quoted 3,011 2,326 2,528
10th Percentile £363 £389 £400
25th Percentile £423 £460 £463
Median daily rate (50th Percentile) £520 £563 £550
Median % change year-on-year -7.56% +2.27% -8.33%
75th Percentile £637 £690 £688
90th Percentile £750 £825 £800
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 82 41 91
10th Percentile £27.50 £21.25 £22.75
25th Percentile £41.42 £25.25 £38.75
Median hourly rate £56.63 £47.50 £52.50
Median % change year-on-year +19.23% -9.52% -19.23%
75th Percentile £74.26 £66.00 £66.50
90th Percentile £80.18 £78.70 £72.50
UK median hourly rate £54.00 £38.75 £50.00
% change year-on-year +39.35% -22.50% -23.08%

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 10,684 8,262 10,913
As % of all contract IT jobs advertised in England 28.76% 33.81% 28.92%
Number of daily rates quoted 7,137 5,579 7,896
10th Percentile £352 £358 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £505 £525 £538
Median % change year-on-year -3.81% -2.42% -6.03%
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 457 218 445
10th Percentile £41.94 £25.25 £35.20
25th Percentile £55.00 £38.69 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -4.76%
75th Percentile £70.00 £68.75 £67.50
90th Percentile £76.55 £85.30 £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 20 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 20 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 20 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 2,468 £550 -8.33% 1,227
North of England +11 674 £475 -5.00% 488
South East -5 413 £500 -6.10% 625
Yorkshire +1 357 £482 -3.60% 177
Midlands +1 284 £498 +4.84% 236
North West +15 270 £465 -6.95% 228
West Midlands -5 231 £500 - 118
South West -1 230 £531 -7.61% 267
East of England -2 128 £500 +1.52% 237
North East +14 55 £475 -7.32% 85
East Midlands -19 52 £447 +5.18% 118
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
1 227 (5.21%) Apache Spark
2 167 (3.83%) Apache Airflow
3 142 (3.26%) Confluence
4 124 (2.85%) Apache
5 63 (1.45%) SAS
6 53 (1.22%) SharePoint
7 25 (0.57%) Microsoft Exchange
8 23 (0.53%) Jupyter
9 20 (0.46%) OpenStack
9 20 (0.46%) Palantir Foundry
10 18 (0.41%) Appian
11 12 (0.28%) nginx
12 11 (0.25%) Camunda
13 8 (0.18%) CMS
14 7 (0.16%) Apache Superset
15 6 (0.14%) ArcGIS
16 4 (0.092%) Oracle Application Server
17 3 (0.069%) Ethereum
17 3 (0.069%) IIS
17 3 (0.069%) WebSphere
Applications
1 119 (2.73%) Microsoft Excel
2 28 (0.64%) Chatbot
3 25 (0.57%) Microsoft Office
4 22 (0.51%) Microsoft PowerPoint
5 20 (0.46%) MS Visio
6 12 (0.28%) Spreadsheet
7 8 (0.18%) Weka
8 4 (0.092%) CPLEX
8 4 (0.092%) Microsoft Project
9 3 (0.069%) LaTeX
10 1 (0.023%) OrCAD
Business Applications
1 25 (0.57%) Aladdin
2 12 (0.28%) Fidessa
3 10 (0.23%) SAP S/4HANA
4 5 (0.11%) Oracle EBS
5 4 (0.092%) Bloomberg AIM
6 3 (0.069%) Actimize
6 3 (0.069%) BambooHR
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%) Dynamics CRM
8 1 (0.023%) IntelliMatch
8 1 (0.023%) Loan IQ
8 1 (0.023%) Odoo
8 1 (0.023%) ResourceLink
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) SimCorp Dimension
Cloud Services
1 1,676 (38.48%) AWS
2 1,536 (35.26%) Azure
3 701 (16.09%) GCP
4 610 (14.00%) GitHub
5 451 (10.35%) Power Platform
6 416 (9.55%) Serverless
7 340 (7.81%) Azure DevOps
8 304 (6.98%) GitHub Actions
9 291 (6.68%) Amazon S3
10 272 (6.24%) AWS Lambda
11 247 (5.67%) Azure Data Factory
12 216 (4.96%) Snowflake
13 187 (4.29%) AWS CloudFormation
14 167 (3.83%) OpenShift
15 149 (3.42%) Amazon EKS
16 147 (3.37%) Azure Synapse Analytics
17 131 (3.01%) dbt
18 123 (2.82%) Amazon ECS
19 109 (2.50%) Amazon EC2
20 104 (2.39%) Amazon CloudWatch
Communications & Networking
1 173 (3.97%) Firewall
2 131 (3.01%) DNS
3 96 (2.20%) Network Security
4 89 (2.04%) TCP/IP
5 72 (1.65%) VPN
6 59 (1.35%) BGP
7 56 (1.29%) WAN
8 45 (1.03%) HTTP
9 39 (0.90%) Wireshark
10 37 (0.85%) MPLS
11 32 (0.73%) SSL
12 31 (0.71%) OSPF
13 30 (0.69%) LAN
14 29 (0.67%) DHCP
14 29 (0.67%) SD-WAN
15 26 (0.60%) VLAN
16 24 (0.55%) SAN
17 22 (0.51%) SNMP
18 21 (0.48%) Multicast
18 21 (0.48%) VXLAN
Database & Business Intelligence
1 376 (8.63%) Power BI
2 314 (7.21%) PostgreSQL
3 256 (5.88%) Data Warehouse
4 201 (4.61%) Data Lake
5 192 (4.41%) NoSQL
6 181 (4.16%) SQL Server
7 177 (4.06%) Relational Database
8 145 (3.33%) Tableau
9 125 (2.87%) Big Data
10 123 (2.82%) Metadata
11 111 (2.55%) Delta Lake
12 100 (2.30%) BigQuery
13 96 (2.20%) MySQL
14 95 (2.18%) Amazon RDS
14 95 (2.18%) Amazon Redshift
15 84 (1.93%) Azure SQL Database
16 82 (1.88%) MongoDB
17 72 (1.65%) Amazon Athena
18 65 (1.49%) Hadoop
19 57 (1.31%) DynamoDB
Development Applications
1 548 (12.58%) Git
2 458 (10.51%) Jenkins
3 347 (7.97%) GitLab
4 254 (5.83%) JIRA
5 79 (1.81%) MLflow
6 72 (1.65%) Selenium
7 44 (1.01%) Postman
8 40 (0.92%) Cucumber
9 39 (0.90%) Bitbucket
10 33 (0.76%) JUnit
11 29 (0.67%) JMeter
12 28 (0.64%) Sonatype Nexus
13 26 (0.60%) Artifactory
14 25 (0.57%) SpecFlow
15 22 (0.51%) Gatling
16 21 (0.48%) Cypress.io
16 21 (0.48%) Maven
17 19 (0.44%) CircleCI
17 19 (0.44%) Robot Framework
17 19 (0.44%) SonarQube
General
1 1,106 (25.39%) Social Skills
2 908 (20.84%) Finance
3 623 (14.30%) Analytical Skills
4 403 (9.25%) Public Sector
5 367 (8.43%) Banking
6 173 (3.97%) Front Office
7 117 (2.69%) Documentation Skills
8 86 (1.97%) Investment Banking
9 58 (1.33%) Marketing
10 57 (1.31%) Retail
11 54 (1.24%) Pharmaceutical
12 53 (1.22%) Telecoms
13 52 (1.19%) Inclusion and Diversity
14 49 (1.12%) Financial Institution
15 43 (0.99%) Legal
16 41 (0.94%) Influencing Skills
17 38 (0.87%) Manufacturing
18 32 (0.73%) Presentation Skills
19 26 (0.60%) Military
20 24 (0.55%) Publishing
Job Titles
1 815 (18.71%) Developer
2 636 (14.60%) Data Engineer
3 591 (13.57%) Senior
4 359 (8.24%) Python Developer
5 312 (7.16%) Lead
6 292 (6.70%) Architect
7 240 (5.51%) DevOps Engineer
8 236 (5.42%) Analyst
9 222 (5.10%) Software Engineer
10 215 (4.94%) Python Engineer
11 210 (4.82%) Artificial Intelligence Engineer
12 183 (4.20%) AWS Engineer
13 176 (4.04%) Data Scientist
14 141 (3.24%) Platform Engineer
15 139 (3.19%) Azure Engineer
16 126 (2.89%) Senior Developer
17 117 (2.69%) Data Analyst
18 116 (2.66%) Senior Data Engineer
19 113 (2.59%) Full-Stack Developer
20 102 (2.34%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 383 (8.79%) REST
2 316 (7.25%) Kafka
3 314 (7.21%) React
4 273 (6.27%) PySpark
5 225 (5.17%) Node.js
6 191 (4.38%) PyTorch
7 189 (4.34%) Pandas
8 174 (3.99%) .NET
9 164 (3.76%) RESTful
10 157 (3.60%) TensorFlow
11 142 (3.26%) FastAPI
12 136 (3.12%) scikit-learn
13 135 (3.10%) NumPy
14 126 (2.89%) AngularJS
15 118 (2.71%) JSON
16 98 (2.25%) Flask
17 97 (2.23%) Django
17 97 (2.23%) LangChain
17 97 (2.23%) LDAP
18 96 (2.20%) pytest
Miscellaneous
1 450 (10.33%) Cloud Native
2 177 (4.06%) Distributed Systems
3 166 (3.81%) Algorithms
4 123 (2.82%) Product Ownership
5 120 (2.75%) Equities
6 116 (2.66%) Fixed Income
7 105 (2.41%) Derivative
8 101 (2.32%) Data Protection Act
9 95 (2.18%) Data Structures
10 92 (2.11%) AI Agents
10 92 (2.11%) Hybrid Cloud
11 83 (1.91%) Onboarding
12 82 (1.88%) Enterprise Software
12 82 (1.88%) Security Posture
13 75 (1.72%) Data Centre
13 75 (1.72%) Public Cloud
14 73 (1.68%) Legacy Systems
15 67 (1.54%) Management Information System
16 56 (1.29%) Hedge funds
17 50 (1.15%) Foreign Exchange (FX)
Operating Systems
1 586 (13.45%) Linux
2 262 (6.01%) Windows
3 154 (3.54%) Unix
4 78 (1.79%) Red Hat Enterprise Linux
5 52 (1.19%) Windows Server
6 31 (0.71%) Android
7 30 (0.69%) Ubuntu
7 30 (0.69%) VMS
8 18 (0.41%) CentOS
9 16 (0.37%) Apple iOS
10 15 (0.34%) AIX
11 14 (0.32%) Mac OS
11 14 (0.32%) Solaris
12 9 (0.21%) Kali Linux
12 9 (0.21%) Windows 7
13 6 (0.14%) Debian
14 5 (0.11%) zOS
15 4 (0.092%) Amazon Linux
15 4 (0.092%) Rocky
16 3 (0.069%) Robot Operating System
Processes & Methodologies
1 1,611 (36.98%) CI/CD
2 1,269 (29.13%) DevOps
3 1,007 (23.12%) Agile
4 961 (22.06%) AI
5 924 (21.21%) Analytics
5 924 (21.21%) Problem-Solving
6 757 (17.38%) Infrastructure as Code
7 714 (16.39%) Data Pipeline
8 708 (16.25%) Machine Learning
9 675 (15.50%) Containerisation
10 649 (14.90%) Data Engineering
11 606 (13.91%) Data Modelling
12 598 (13.73%) ETL
13 534 (12.26%) Data Science
14 522 (11.98%) Software Engineering
15 511 (11.73%) Test Automation
16 448 (10.28%) Business Intelligence
17 415 (9.53%) Observability
18 364 (8.36%) LLM
19 336 (7.71%) Microservices
Programming Languages
1 1,449 (33.26%) SQL
2 667 (15.31%) Java
3 564 (12.95%) PowerShell
4 499 (11.46%) Bash
5 415 (9.53%) JavaScript
6 292 (6.70%) TypeScript
7 284 (6.52%) C#
8 201 (4.61%) Go
9 144 (3.31%) C++
10 135 (3.10%) R
11 116 (2.66%) Scala
12 102 (2.34%) Shell Script
13 87 (2.00%) Ruby
14 74 (1.70%) Perl
15 70 (1.61%) Bicep
16 54 (1.24%) Kusto Query Language
17 45 (1.03%) Data Analysis Expressions
18 43 (0.99%) C
19 38 (0.87%) VBA
20 36 (0.83%) T-SQL
Qualifications
1 1,015 (23.30%) Security Cleared
2 806 (18.50%) SC Cleared
3 392 (9.00%) Degree
4 197 (4.52%) Computer Science Degree
5 137 (3.15%) DV Cleared
6 107 (2.46%) Master's Degree
7 91 (2.09%) BPSS Clearance
8 90 (2.07%) AWS Certification
9 87 (2.00%) Azure Certification
10 85 (1.95%) CISSP
11 63 (1.45%) Cisco Certification
12 47 (1.08%) CCNP
13 43 (0.99%) CISM
14 42 (0.96%) PhD
15 29 (0.67%) Microsoft Certification
16 27 (0.62%) VMware Certified Professional (VCP)
17 26 (0.60%) CEH
18 25 (0.57%) CCIE
19 24 (0.55%) CCNA
19 24 (0.55%) Microsoft Certified Professional
Quality Assurance & Compliance
1 425 (9.76%) Data Quality
2 178 (4.09%) QA
3 161 (3.70%) GDPR
4 97 (2.23%) NIST
5 84 (1.93%) ISO/IEC 27001
6 51 (1.17%) Accessibility
7 26 (0.60%) Sarbanes-Oxley
8 25 (0.57%) PCI DSS
9 24 (0.55%) SLA
10 23 (0.53%) NCSC
11 19 (0.44%) HIPAA
12 15 (0.34%) WCAG
13 14 (0.32%) Actionable Recommendations
14 11 (0.25%) PSD2
14 11 (0.25%) SOC 2
15 10 (0.23%) MiFID
16 9 (0.21%) Cyber Essentials
17 8 (0.18%) EMIR
17 8 (0.18%) EU AI Act
17 8 (0.18%) PMO
System Software
1 819 (18.80%) Docker
2 157 (3.60%) Active Directory
3 102 (2.34%) VMware Infrastructure
4 53 (1.22%) vSphere
5 50 (1.15%) Virtual Machines
6 45 (1.03%) VMware NSX
7 23 (0.53%) Firmware
8 20 (0.46%) Hyper-V
9 13 (0.30%) KVM
10 10 (0.23%) 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 (0.092%) Active Directory Lightweight Directory Services
14 4 (0.092%) Virtual Desktop
14 4 (0.092%) Virtual Servers
15 3 (0.069%) Ceph
15 3 (0.069%) Embedded Firmware
Systems Management
1 944 (21.67%) Terraform
2 910 (20.89%) Kubernetes
3 457 (10.49%) Ansible
4 285 (6.54%) Grafana
5 255 (5.85%) Prometheus
6 90 (2.07%) Argo
7 67 (1.54%) Puppet
8 42 (0.96%) Istio
9 36 (0.83%) vCenter Server
10 32 (0.73%) Kibana
11 26 (0.60%) Nessus
12 24 (0.55%) Progress Chef
13 23 (0.53%) Single Sign-On
14 22 (0.51%) Rancher
15 20 (0.46%) Control-M
16 19 (0.44%) Microsoft Intune
17 18 (0.41%) vRealize
18 17 (0.39%) IBM Guardium
19 16 (0.37%) Kubeflow
20 14 (0.32%) ITRS Geneos
Vendors
1 553 (12.70%) Microsoft
2 460 (10.56%) Databricks
3 251 (5.76%) Google
4 198 (4.55%) Splunk
5 188 (4.32%) Oracle
6 172 (3.95%) VMware
7 141 (3.24%) Red Hat
8 103 (2.36%) Cisco
9 102 (2.34%) OpenAI
10 88 (2.02%) ServiceNow
11 82 (1.88%) CyberArk
12 69 (1.58%) Foundry
13 67 (1.54%) BeyondTrust
14 57 (1.31%) F5
15 53 (1.22%) Informatica
16 52 (1.19%) Palo Alto
17 48 (1.10%) IBM
18 43 (0.99%) Dynatrace
19 39 (0.90%) Atlassian
20 37 (0.85%) SAP