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

6 months to
23 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,402 3,276 3,448
As % of all contract jobs in England 11.09% 13.33% 9.25%
As % of the Programming Languages category 40.12% 39.47% 31.77%
Number of daily rates quoted 3,021 2,366 2,511
10th Percentile £363 £393 £400
25th Percentile £425 £457 £463
Median daily rate (50th Percentile) £520 £550 £563
Median % change year-on-year -5.45% -2.22% -6.25%
75th Percentile £625 £696 £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 114 44 87
10th Percentile £27.61 £21.25 £23.95
25th Percentile £42.41 £26.05 £40.88
Median hourly rate £55.25 £43.50 £60.00
Median % change year-on-year +27.01% -27.50% -7.69%
75th Percentile £74.26 £59.25 £70.00
90th Percentile £83.75 £76.75 £77.50
UK median hourly rate £55.00 £39.32 £52.50
% change year-on-year +39.88% -25.10% -19.23%

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 8,301 10,852
As % of all contract IT jobs advertised in England 27.63% 33.78% 29.10%
Number of daily rates quoted 7,291 5,731 7,898
10th Percentile £353 £363 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £503 £525 £540
Median % change year-on-year -4.29% -2.78% -4.42%
75th Percentile £606 £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 524 212 432
10th Percentile £42.50 £25.25 £35.50
25th Percentile £55.00 £38.97 £47.31
Median hourly rate £65.00 £62.75 £62.18
Median % change year-on-year +3.59% +0.92% -0.52%
75th Percentile £70.00 £68.00 £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% -1.54%

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 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 23 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 23 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 2,513 £550 -8.33% 1,146
North of England +9 688 £481 -1.79% 462
South East -1 411 £500 -4.76% 642
Yorkshire +1 391 £475 -5.00% 144
Midlands -8 252 £500 +8.93% 248
North West +6 250 £500 +5.26% 232
South West 0 237 £500 -9.09% 238
West Midlands -6 191 £500 +1.01% 118
East of England +3 132 £500 -0.50% 264
East Midlands -11 60 £463 +9.47% 128
North East +8 56 £475 -1.30% 88
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
1 242 (5.50%) Apache Spark
2 184 (4.18%) Apache Airflow
3 127 (2.89%) Apache
4 120 (2.73%) Confluence
5 46 (1.04%) SAS
5 46 (1.04%) SharePoint
6 24 (0.55%) Jupyter
7 22 (0.50%) Microsoft Exchange
8 18 (0.41%) OpenStack
9 14 (0.32%) nginx
9 14 (0.32%) Palantir Foundry
10 13 (0.30%) Appian
11 9 (0.20%) Camunda
12 8 (0.18%) Apache Superset
12 8 (0.18%) CMS
13 7 (0.16%) ArcGIS
14 5 (0.11%) WebSphere
14 5 (0.11%) WebSphere Application Server
15 4 (0.091%) CICS
16 3 (0.068%) IIS
Applications
1 127 (2.89%) Microsoft Excel
2 24 (0.55%) Chatbot
3 22 (0.50%) Microsoft Office
4 19 (0.43%) MS Visio
5 18 (0.41%) Microsoft PowerPoint
5 18 (0.41%) Spreadsheet
6 6 (0.14%) CPLEX
7 5 (0.11%) Weka
8 4 (0.091%) Microsoft Project
9 3 (0.068%) LaTeX
10 1 (0.023%) OrCAD
10 1 (0.023%) SPSS
Business Applications
1 25 (0.57%) Aladdin
2 12 (0.27%) SAP S/4HANA
3 9 (0.20%) Fidessa
4 6 (0.14%) SAP IBP
5 5 (0.11%) BambooHR
5 5 (0.11%) Oracle EBS
6 4 (0.091%) Bloomberg AIM
7 2 (0.045%) Actimize
7 2 (0.045%) Front Arena
7 2 (0.045%) Global One
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
7 2 (0.045%) Remedy ITSM
8 1 (0.023%) Loan IQ
8 1 (0.023%) Odoo
8 1 (0.023%) Oracle Assets
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) Sprinklr
Cloud Services
1 1,675 (38.05%) AWS
2 1,540 (34.98%) Azure
3 679 (15.42%) GCP
4 581 (13.20%) GitHub
5 465 (10.56%) Power Platform
6 412 (9.36%) Serverless
7 340 (7.72%) Azure DevOps
8 327 (7.43%) Amazon S3
9 314 (7.13%) GitHub Actions
10 299 (6.79%) AWS Lambda
11 258 (5.86%) Azure Data Factory
12 197 (4.48%) Snowflake
13 180 (4.09%) AWS CloudFormation
14 158 (3.59%) Azure Synapse Analytics
15 145 (3.29%) dbt
16 140 (3.18%) OpenShift
17 134 (3.04%) Amazon EKS
18 124 (2.82%) Amazon ECS
19 107 (2.43%) Amazon CloudWatch
20 105 (2.39%) Amazon EC2
Communications & Networking
1 153 (3.48%) Firewall
2 121 (2.75%) DNS
3 89 (2.02%) Network Security
4 82 (1.86%) TCP/IP
5 67 (1.52%) VPN
6 64 (1.45%) BGP
7 57 (1.29%) WAN
8 45 (1.02%) HTTP
9 32 (0.73%) MPLS
10 31 (0.70%) OSPF
11 30 (0.68%) VLAN
12 28 (0.64%) DHCP
13 27 (0.61%) SAN
13 27 (0.61%) Wireshark
14 26 (0.59%) SNMP
15 25 (0.57%) SSL
16 24 (0.55%) LAN
17 20 (0.45%) BIG-IP
17 20 (0.45%) SD-WAN
17 20 (0.45%) VXLAN
Database & Business Intelligence
1 390 (8.86%) Power BI
2 293 (6.66%) PostgreSQL
3 254 (5.77%) Data Warehouse
4 210 (4.77%) SQL Server
5 205 (4.66%) Data Lake
6 180 (4.09%) Tableau
7 174 (3.95%) NoSQL
8 151 (3.43%) Relational Database
9 135 (3.07%) Metadata
10 122 (2.77%) BigQuery
11 118 (2.68%) Delta Lake
12 115 (2.61%) Big Data
13 105 (2.39%) Amazon Redshift
14 96 (2.18%) Amazon Athena
15 90 (2.04%) Amazon RDS
16 86 (1.95%) Azure SQL Database
17 80 (1.82%) MongoDB
17 80 (1.82%) MySQL
18 65 (1.48%) DynamoDB
19 63 (1.43%) Hadoop
Development Applications
1 540 (12.27%) Git
2 397 (9.02%) Jenkins
3 290 (6.59%) GitLab
4 228 (5.18%) JIRA
5 73 (1.66%) MLflow
6 65 (1.48%) Selenium
7 49 (1.11%) Postman
8 37 (0.84%) Bitbucket
8 37 (0.84%) Cucumber
9 26 (0.59%) Artifactory
10 25 (0.57%) JMeter
10 25 (0.57%) SpecFlow
11 24 (0.55%) Cypress.io
11 24 (0.55%) Sonatype Nexus
12 22 (0.50%) Gatling
12 22 (0.50%) Maven
13 21 (0.48%) Robot Framework
13 21 (0.48%) SonarQube
14 20 (0.45%) JUnit
15 17 (0.39%) REST Assured
General
1 1,024 (23.26%) Social Skills
2 897 (20.38%) Finance
3 635 (14.43%) Analytical Skills
4 401 (9.11%) Public Sector
5 330 (7.50%) Banking
6 164 (3.73%) Front Office
7 120 (2.73%) Documentation Skills
8 77 (1.75%) Investment Banking
9 66 (1.50%) Marketing
10 55 (1.25%) Retail
11 51 (1.16%) Pharmaceutical
11 51 (1.16%) Telecoms
12 50 (1.14%) Inclusion and Diversity
13 48 (1.09%) Legal
14 37 (0.84%) Influencing Skills
15 34 (0.77%) Financial Institution
16 32 (0.73%) Manufacturing
17 29 (0.66%) Publishing
18 28 (0.64%) Presentation Skills
19 27 (0.61%) Military
Job Titles
1 829 (18.83%) Developer
2 668 (15.17%) Data Engineer
3 604 (13.72%) Senior
4 397 (9.02%) Python Developer
5 304 (6.91%) Lead
6 299 (6.79%) Architect
7 243 (5.52%) Analyst
8 235 (5.34%) DevOps Engineer
9 227 (5.16%) Software Engineer
10 217 (4.93%) Python Engineer
11 200 (4.54%) Artificial Intelligence Engineer
12 189 (4.29%) Data Scientist
13 172 (3.91%) AWS Engineer
14 144 (3.27%) Azure Engineer
15 139 (3.16%) Platform Engineer
16 133 (3.02%) Senior Data Engineer
17 128 (2.91%) Data Analyst
17 128 (2.91%) Senior Developer
18 110 (2.50%) Full-Stack Developer
19 97 (2.20%) Security Engineer
Libraries, Frameworks & Software Standards
1 335 (7.61%) REST
2 317 (7.20%) React
3 312 (7.09%) Kafka
4 286 (6.50%) PySpark
5 217 (4.93%) Node.js
6 198 (4.50%) Pandas
7 192 (4.36%) .NET
8 173 (3.93%) PyTorch
9 148 (3.36%) RESTful
10 140 (3.18%) JSON
11 132 (3.00%) TensorFlow
12 127 (2.89%) FastAPI
12 127 (2.89%) NumPy
13 124 (2.82%) scikit-learn
14 110 (2.50%) LangChain
15 107 (2.43%) AngularJS
16 102 (2.32%) LDAP
17 98 (2.23%) YAML
18 95 (2.16%) Django
19 94 (2.14%) Flask
Miscellaneous
1 430 (9.77%) Cloud Native
2 182 (4.13%) Distributed Systems
3 137 (3.11%) Algorithms
4 133 (3.02%) Product Ownership
5 113 (2.57%) AI Agents
6 112 (2.54%) Equities
7 111 (2.52%) Fixed Income
8 105 (2.39%) Data Protection Act
9 99 (2.25%) Derivative
10 91 (2.07%) Data Structures
11 87 (1.98%) Onboarding
12 85 (1.93%) Enterprise Software
13 81 (1.84%) Hybrid Cloud
13 81 (1.84%) Security Posture
14 76 (1.73%) Data Centre
15 73 (1.66%) Management Information System
16 70 (1.59%) Legacy Systems
17 60 (1.36%) Public Cloud
18 46 (1.04%) Hedge funds
19 44 (1.00%) Greenfield Project
Operating Systems
1 547 (12.43%) Linux
2 235 (5.34%) Windows
3 167 (3.79%) Unix
4 80 (1.82%) Red Hat Enterprise Linux
5 55 (1.25%) Windows Server
6 35 (0.80%) VMS
7 33 (0.75%) Ubuntu
8 27 (0.61%) Android
9 18 (0.41%) AIX
9 18 (0.41%) CentOS
10 15 (0.34%) Mac OS
10 15 (0.34%) Solaris
11 14 (0.32%) Apple iOS
12 9 (0.20%) Debian
13 8 (0.18%) zOS
14 7 (0.16%) Amazon Linux
15 6 (0.14%) Embedded Linux
16 5 (0.11%) Windows 7
17 4 (0.091%) Rocky
18 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,591 (36.14%) CI/CD
2 1,203 (27.33%) DevOps
3 987 (22.42%) AI
4 963 (21.88%) Agile
5 956 (21.72%) Analytics
6 889 (20.20%) Problem-Solving
7 754 (17.13%) Infrastructure as Code
8 729 (16.56%) Data Pipeline
9 691 (15.70%) Machine Learning
10 633 (14.38%) Containerisation
11 632 (14.36%) Data Engineering
12 611 (13.88%) Data Modelling
13 600 (13.63%) ETL
14 535 (12.15%) Software Engineering
15 529 (12.02%) Data Science
16 463 (10.52%) Test Automation
17 461 (10.47%) Business Intelligence
18 436 (9.90%) Observability
19 365 (8.29%) LLM
20 346 (7.86%) Validation
Programming Languages
1 1,514 (34.39%) SQL
2 691 (15.70%) Java
3 552 (12.54%) PowerShell
4 482 (10.95%) Bash
5 414 (9.40%) JavaScript
6 307 (6.97%) C#
7 297 (6.75%) TypeScript
8 184 (4.18%) Go
9 157 (3.57%) R
10 132 (3.00%) Scala
11 121 (2.75%) C++
12 98 (2.23%) Shell Script
13 82 (1.86%) Ruby
14 72 (1.64%) Bicep
15 63 (1.43%) Perl
16 50 (1.14%) C
16 50 (1.14%) Kusto Query Language
17 48 (1.09%) Data Analysis Expressions
18 43 (0.98%) PL/SQL
19 42 (0.95%) T-SQL
Qualifications
1 1,004 (22.81%) Security Cleared
2 822 (18.67%) SC Cleared
3 354 (8.04%) Degree
4 164 (3.73%) Computer Science Degree
5 121 (2.75%) DV Cleared
6 108 (2.45%) BPSS Clearance
7 95 (2.16%) Azure Certification
8 84 (1.91%) CISSP
9 79 (1.79%) Master's Degree
10 75 (1.70%) AWS Certification
11 64 (1.45%) Cisco Certification
12 46 (1.04%) CCNP
12 46 (1.04%) CISM
13 40 (0.91%) PhD
14 33 (0.75%) VMware Certified Professional (VCP)
15 32 (0.73%) Microsoft Certification
16 25 (0.57%) CCNA
17 23 (0.52%) AWS Certified Solutions Architect
18 21 (0.48%) GIAC
18 21 (0.48%) ISTQB
Quality Assurance & Compliance
1 444 (10.09%) Data Quality
2 183 (4.16%) QA
3 156 (3.54%) GDPR
4 94 (2.14%) NIST
5 88 (2.00%) ISO/IEC 27001
6 56 (1.27%) Accessibility
7 29 (0.66%) Sarbanes-Oxley
8 26 (0.59%) SLA
9 24 (0.55%) HIPAA
9 24 (0.55%) PCI DSS
10 17 (0.39%) NCSC
11 16 (0.36%) WCAG
12 13 (0.30%) Actionable Recommendations
13 9 (0.20%) Cyber Essentials
13 9 (0.20%) ISO 20022
14 8 (0.18%) California Consumer Privacy Act
14 8 (0.18%) GRC
14 8 (0.18%) PMO
14 8 (0.18%) SOC 2
15 6 (0.14%) PSD2
System Software
1 741 (16.83%) Docker
2 158 (3.59%) Active Directory
3 84 (1.91%) VMware Infrastructure
4 58 (1.32%) Virtual Machines
5 35 (0.80%) VMware NSX
6 34 (0.77%) vSphere
7 28 (0.64%) Firmware
8 20 (0.45%) Hyper-V
9 13 (0.30%) KVM
9 13 (0.30%) VMware ESXi
10 9 (0.20%) HDFS
11 6 (0.14%) GPFS
11 6 (0.14%) Lustre
11 6 (0.14%) Oracle RAC
11 6 (0.14%) Postfix
11 6 (0.14%) Slurm Workload Manager
12 5 (0.11%) NFS
12 5 (0.11%) Virtual Desktop
13 4 (0.091%) Ceph
13 4 (0.091%) Squid
Systems Management
1 943 (21.42%) Terraform
2 827 (18.79%) Kubernetes
3 423 (9.61%) Ansible
4 268 (6.09%) Grafana
5 233 (5.29%) Prometheus
6 66 (1.50%) Argo
6 66 (1.50%) Puppet
7 41 (0.93%) Istio
8 37 (0.84%) Kibana
9 32 (0.73%) vCenter Server
10 27 (0.61%) Progress Chef
11 25 (0.57%) Nessus
12 23 (0.52%) Control-M
12 23 (0.52%) Rancher
12 23 (0.52%) vRealize
13 19 (0.43%) Kubeflow
13 19 (0.43%) Nagios
14 17 (0.39%) IBM Guardium
14 17 (0.39%) Microsoft Intune
14 17 (0.39%) Single Sign-On
Vendors
1 556 (12.63%) Microsoft
2 485 (11.02%) Databricks
3 229 (5.20%) Google
4 191 (4.34%) Splunk
5 189 (4.29%) Oracle
6 144 (3.27%) VMware
7 118 (2.68%) Red Hat
8 109 (2.48%) OpenAI
9 102 (2.32%) Cisco
10 87 (1.98%) CyberArk
11 86 (1.95%) ServiceNow
12 72 (1.64%) BeyondTrust
13 59 (1.34%) Foundry
14 51 (1.16%) Informatica
15 50 (1.14%) Dynatrace
16 49 (1.11%) IBM
17 47 (1.07%) F5
18 45 (1.02%) Palo Alto
19 44 (1.00%) SAP
20 36 (0.82%) Fortinet