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

6 months to
1 May 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,405 3,235 3,466
As % of all contract jobs in England 10.91% 13.29% 9.32%
As % of the Programming Languages category 40.13% 39.35% 31.74%
Number of daily rates quoted 3,017 2,340 2,514
10th Percentile £363 £393 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £525 £550 £563
Median % change year-on-year -4.55% -2.22% -6.25%
75th Percentile £625 £700 £688
90th Percentile £750 £838 £813
UK median daily rate £518 £550 £550
% change year-on-year -5.91% - -8.33%
Number of hourly rates quoted 114 44 87
10th Percentile £28.52 £21.25 £25.40
25th Percentile £43.81 £26.05 £41.75
Median hourly rate £55.00 £40.91 £62.00
Median % change year-on-year +34.44% -34.02% -4.62%
75th Percentile £73.95 £58.75 £70.63
90th Percentile £83.75 £73.88 £77.50
UK median hourly rate £55.00 £35.00 £57.50
% change year-on-year +57.14% -39.13% -10.68%

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 10,978 8,221 10,920
As % of all contract IT jobs advertised in England 27.19% 33.77% 29.36%
Number of daily rates quoted 7,289 5,685 7,931
10th Percentile £355 £363 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £505 £525 £540
Median % change year-on-year -3.81% -2.78% -4.42%
75th Percentile £610 £650 £652
90th Percentile £725 £788 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 530 214 441
10th Percentile £42.44 £25.25 £35.52
25th Percentile £55.00 £37.65 £48.00
Median hourly rate £65.00 £62.75 £62.50
Median % change year-on-year +3.59% +0.40% +1.07%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £60.50
% change year-on-year +4.00% +3.31% -0.33%

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 1 May 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 1 May 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 1 May 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 2,491 £550 -8.33% 1,128
North of England +9 685 £481 -2.18% 438
South East 0 415 £500 -4.76% 589
Yorkshire +1 388 £477 -4.70% 126
Midlands -12 263 £500 +7.07% 221
South West +1 254 £500 -9.09% 211
North West +2 247 £500 +5.26% 230
West Midlands -7 200 £500 -1.19% 110
East of England 0 137 £500 -0.50% 213
East Midlands -11 62 £483 +13.53% 110
North East +7 58 £475 -1.30% 84
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
1 245 (5.56%) Apache Spark
2 176 (4.00%) Apache Airflow
3 128 (2.91%) Apache
4 115 (2.61%) Confluence
5 47 (1.07%) SAS
6 40 (0.91%) SharePoint
7 26 (0.59%) Jupyter
8 18 (0.41%) OpenStack
9 15 (0.34%) Microsoft Exchange
10 13 (0.30%) Palantir Foundry
11 12 (0.27%) Appian
12 10 (0.23%) nginx
13 8 (0.18%) Apache Superset
13 8 (0.18%) Camunda
13 8 (0.18%) CMS
14 7 (0.16%) ArcGIS
15 6 (0.14%) IIS
16 5 (0.11%) WebSphere
16 5 (0.11%) WebSphere Application Server
17 4 (0.091%) CICS
Applications
1 123 (2.79%) Microsoft Excel
2 25 (0.57%) Chatbot
3 22 (0.50%) Microsoft Office
4 19 (0.43%) MS Visio
4 19 (0.43%) Spreadsheet
5 18 (0.41%) Microsoft PowerPoint
6 6 (0.14%) CPLEX
7 4 (0.091%) Microsoft Project
7 4 (0.091%) Weka
8 3 (0.068%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
Business Applications
1 22 (0.50%) Aladdin
2 13 (0.30%) 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
6 4 (0.091%) Remedy ITSM
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%) Oracle ERP
8 1 (0.023%) Dynamics CRM
8 1 (0.023%) IBM Planning Analytics
8 1 (0.023%) Oracle Applications
8 1 (0.023%) SAP APO
8 1 (0.023%) SimCorp Dimension
8 1 (0.023%) Teamcenter
Cloud Services
1 1,670 (37.91%) AWS
2 1,547 (35.12%) Azure
3 676 (15.35%) GCP
4 575 (13.05%) GitHub
5 476 (10.81%) Power Platform
6 394 (8.94%) Serverless
7 330 (7.49%) Azure DevOps
8 318 (7.22%) Amazon S3
9 311 (7.06%) GitHub Actions
10 283 (6.42%) AWS Lambda
11 256 (5.81%) Azure Data Factory
12 189 (4.29%) Snowflake
13 178 (4.04%) AWS CloudFormation
14 158 (3.59%) Azure Synapse Analytics
15 143 (3.25%) dbt
16 141 (3.20%) OpenShift
17 131 (2.97%) Amazon EKS
18 117 (2.66%) Amazon ECS
19 106 (2.41%) Amazon CloudWatch
20 99 (2.25%) Amazon EC2
Communications & Networking
1 153 (3.47%) Firewall
2 119 (2.70%) DNS
3 89 (2.02%) Network Security
4 81 (1.84%) TCP/IP
5 69 (1.57%) VPN
6 68 (1.54%) BGP
7 67 (1.52%) WAN
8 44 (1.00%) HTTP
9 41 (0.93%) OSPF
10 34 (0.77%) SNMP
11 31 (0.70%) BIG-IP
12 30 (0.68%) MPLS
13 28 (0.64%) SD-WAN
13 28 (0.64%) VXLAN
13 28 (0.64%) Wireshark
14 27 (0.61%) DHCP
14 27 (0.61%) SAN
15 26 (0.59%) LAN
16 25 (0.57%) VLAN
17 23 (0.52%) SSL
Database & Business Intelligence
1 403 (9.15%) Power BI
2 288 (6.54%) PostgreSQL
3 251 (5.70%) Data Warehouse
4 218 (4.95%) SQL Server
5 207 (4.70%) Data Lake
6 180 (4.09%) Tableau
7 164 (3.72%) NoSQL
8 150 (3.41%) Relational Database
9 135 (3.06%) Metadata
10 120 (2.72%) Delta Lake
11 119 (2.70%) BigQuery
12 117 (2.66%) Big Data
13 105 (2.38%) Amazon Redshift
14 98 (2.22%) Amazon Athena
15 91 (2.07%) Amazon RDS
16 87 (1.98%) Azure SQL Database
17 78 (1.77%) MongoDB
18 75 (1.70%) MySQL
19 65 (1.48%) DynamoDB
20 61 (1.38%) Hadoop
Development Applications
1 533 (12.10%) Git
2 386 (8.76%) Jenkins
3 293 (6.65%) GitLab
4 218 (4.95%) JIRA
5 76 (1.73%) MLflow
6 62 (1.41%) Selenium
7 48 (1.09%) Postman
8 35 (0.79%) Cucumber
9 31 (0.70%) Bitbucket
10 27 (0.61%) Artifactory
11 24 (0.54%) Cypress.io
12 22 (0.50%) JMeter
12 22 (0.50%) Maven
12 22 (0.50%) SonarQube
12 22 (0.50%) Sonatype Nexus
13 21 (0.48%) Robot Framework
13 21 (0.48%) SpecFlow
14 19 (0.43%) Gatling
14 19 (0.43%) JUnit
15 18 (0.41%) REST Assured
General
1 1,008 (22.88%) Social Skills
2 907 (20.59%) Finance
3 626 (14.21%) Analytical Skills
4 404 (9.17%) Public Sector
5 325 (7.38%) Banking
6 166 (3.77%) Front Office
7 122 (2.77%) Documentation Skills
8 76 (1.73%) Investment Banking
9 71 (1.61%) Marketing
10 55 (1.25%) Inclusion and Diversity
11 53 (1.20%) Retail
12 51 (1.16%) Telecoms
13 49 (1.11%) Pharmaceutical
14 37 (0.84%) Influencing Skills
14 37 (0.84%) Legal
15 35 (0.79%) Financial Institution
16 31 (0.70%) Manufacturing
17 30 (0.68%) Publishing
18 28 (0.64%) Presentation Skills
19 27 (0.61%) Military
Job Titles
1 831 (18.86%) Developer
2 678 (15.39%) Data Engineer
3 620 (14.07%) Senior
4 397 (9.01%) Python Developer
5 308 (6.99%) Lead
6 297 (6.74%) Architect
7 240 (5.45%) Analyst
8 227 (5.15%) DevOps Engineer
9 223 (5.06%) Software Engineer
10 214 (4.86%) Python Engineer
11 195 (4.43%) Artificial Intelligence Engineer
12 189 (4.29%) Data Scientist
13 172 (3.90%) AWS Engineer
14 138 (3.13%) Azure Engineer
15 137 (3.11%) Senior Data Engineer
16 136 (3.09%) Senior Developer
17 128 (2.91%) Data Analyst
18 124 (2.81%) Platform Engineer
19 114 (2.59%) Full-Stack Developer
20 102 (2.32%) Security Engineer
Libraries, Frameworks & Software Standards
1 332 (7.54%) REST
2 315 (7.15%) React
3 310 (7.04%) Kafka
4 289 (6.56%) PySpark
5 209 (4.74%) Node.js
6 197 (4.47%) .NET
7 194 (4.40%) Pandas
8 171 (3.88%) PyTorch
9 140 (3.18%) JSON
9 140 (3.18%) RESTful
10 129 (2.93%) FastAPI
10 129 (2.93%) TensorFlow
11 122 (2.77%) scikit-learn
12 120 (2.72%) NumPy
13 107 (2.43%) LangChain
13 107 (2.43%) LDAP
14 106 (2.41%) AngularJS
15 99 (2.25%) YAML
16 97 (2.20%) Django
17 96 (2.18%) Flask
Miscellaneous
1 450 (10.22%) Cloud Native
2 176 (4.00%) Distributed Systems
3 132 (3.00%) Algorithms
4 121 (2.75%) Product Ownership
5 111 (2.52%) AI Agents
5 111 (2.52%) Equities
5 111 (2.52%) Fixed Income
6 106 (2.41%) Data Protection Act
7 98 (2.22%) Derivative
8 95 (2.16%) Onboarding
9 93 (2.11%) Data Structures
10 86 (1.95%) Data Centre
11 85 (1.93%) Hybrid Cloud
12 83 (1.88%) Enterprise Software
13 81 (1.84%) Security Posture
14 74 (1.68%) Management Information System
15 73 (1.66%) Legacy Systems
16 56 (1.27%) Public Cloud
17 43 (0.98%) Greenfield Project
18 42 (0.95%) Hedge funds
Operating Systems
1 543 (12.33%) Linux
2 233 (5.29%) Windows
3 171 (3.88%) Unix
4 70 (1.59%) Red Hat Enterprise Linux
5 46 (1.04%) Windows Server
6 35 (0.79%) VMS
7 34 (0.77%) Ubuntu
8 28 (0.64%) Android
9 22 (0.50%) AIX
10 18 (0.41%) CentOS
11 17 (0.39%) Solaris
12 15 (0.34%) Apple iOS
12 15 (0.34%) Mac OS
13 10 (0.23%) Debian
14 9 (0.20%) zOS
15 7 (0.16%) Amazon Linux
16 6 (0.14%) Embedded Linux
17 5 (0.11%) Rocky
17 5 (0.11%) Windows 7
18 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,592 (36.14%) CI/CD
2 1,190 (27.01%) DevOps
3 987 (22.41%) AI
4 952 (21.61%) Analytics
5 950 (21.57%) Agile
6 865 (19.64%) Problem-Solving
7 752 (17.07%) Infrastructure as Code
8 729 (16.55%) Data Pipeline
9 680 (15.44%) Machine Learning
10 631 (14.32%) Containerisation
11 624 (14.17%) Data Engineering
12 616 (13.98%) Data Modelling
13 599 (13.60%) ETL
14 537 (12.19%) Software Engineering
15 517 (11.74%) Data Science
16 472 (10.72%) Business Intelligence
17 456 (10.35%) Test Automation
18 446 (10.12%) Observability
19 362 (8.22%) LLM
20 350 (7.95%) Validation
Programming Languages
1 1,516 (34.42%) SQL
2 696 (15.80%) Java
3 543 (12.33%) PowerShell
4 469 (10.65%) Bash
5 413 (9.38%) JavaScript
6 307 (6.97%) C#
7 299 (6.79%) TypeScript
8 182 (4.13%) Go
9 159 (3.61%) R
10 133 (3.02%) Scala
11 122 (2.77%) C++
12 98 (2.22%) Shell Script
13 81 (1.84%) Ruby
14 72 (1.63%) Bicep
15 50 (1.14%) C
15 50 (1.14%) Data Analysis Expressions
15 50 (1.14%) Perl
16 49 (1.11%) Kusto Query Language
17 47 (1.07%) PL/SQL
18 42 (0.95%) T-SQL
Qualifications
1 1,007 (22.86%) Security Cleared
2 816 (18.52%) SC Cleared
3 348 (7.90%) Degree
4 163 (3.70%) Computer Science Degree
5 125 (2.84%) DV Cleared
6 109 (2.47%) BPSS Clearance
7 95 (2.16%) Azure Certification
8 84 (1.91%) CISSP
9 74 (1.68%) AWS Certification
9 74 (1.68%) Master's Degree
10 56 (1.27%) Cisco Certification
11 48 (1.09%) CISM
12 37 (0.84%) CCNP
13 36 (0.82%) PhD
14 35 (0.79%) VMware Certified Professional (VCP)
15 32 (0.73%) Microsoft Certification
16 23 (0.52%) AWS Certified Solutions Architect
17 21 (0.48%) GIAC
18 20 (0.45%) CEH
18 20 (0.45%) ISTQB
Quality Assurance & Compliance
1 440 (9.99%) Data Quality
2 184 (4.18%) QA
3 157 (3.56%) GDPR
4 96 (2.18%) NIST
5 91 (2.07%) ISO/IEC 27001
6 58 (1.32%) Accessibility
7 31 (0.70%) Sarbanes-Oxley
8 27 (0.61%) SLA
9 26 (0.59%) PCI DSS
10 23 (0.52%) HIPAA
11 17 (0.39%) WCAG
12 16 (0.36%) NCSC
13 14 (0.32%) Actionable Recommendations
14 10 (0.23%) Cyber Essentials
15 9 (0.20%) ISO 20022
16 8 (0.18%) California Consumer Privacy Act
16 8 (0.18%) GRC
16 8 (0.18%) MiFID
16 8 (0.18%) PMO
17 7 (0.16%) SOC 2
System Software
1 729 (16.55%) Docker
2 147 (3.34%) Active Directory
3 79 (1.79%) VMware Infrastructure
4 59 (1.34%) Virtual Machines
5 35 (0.79%) VMware NSX
6 33 (0.75%) vSphere
7 29 (0.66%) Firmware
8 21 (0.48%) Hyper-V
9 12 (0.27%) KVM
9 12 (0.27%) VMware ESXi
10 9 (0.20%) HDFS
11 6 (0.14%) NFS
11 6 (0.14%) Oracle RAC
11 6 (0.14%) Postfix
12 5 (0.11%) GPFS
12 5 (0.11%) Lustre
12 5 (0.11%) Slurm Workload Manager
12 5 (0.11%) Virtual Desktop
13 4 (0.091%) Active Directory Lightweight Directory Services
13 4 (0.091%) Squid
Systems Management
1 927 (21.04%) Terraform
2 830 (18.84%) Kubernetes
3 434 (9.85%) Ansible
4 272 (6.17%) Grafana
5 229 (5.20%) Prometheus
6 69 (1.57%) Puppet
7 64 (1.45%) Argo
8 40 (0.91%) Istio
9 38 (0.86%) Kibana
10 31 (0.70%) vCenter Server
11 27 (0.61%) Progress Chef
12 25 (0.57%) Nessus
13 24 (0.54%) Nagios
13 24 (0.54%) vRealize
14 23 (0.52%) Control-M
15 22 (0.50%) Rancher
16 19 (0.43%) Kubeflow
16 19 (0.43%) Single Sign-On
16 19 (0.43%) ZABBIX
17 17 (0.39%) IBM Guardium
Vendors
1 540 (12.26%) Microsoft
2 476 (10.81%) Databricks
3 224 (5.09%) Google
4 197 (4.47%) Oracle
5 194 (4.40%) Splunk
6 135 (3.06%) VMware
7 107 (2.43%) Red Hat
8 106 (2.41%) OpenAI
9 94 (2.13%) Cisco
10 90 (2.04%) CyberArk
11 83 (1.88%) ServiceNow
12 77 (1.75%) BeyondTrust
13 58 (1.32%) Dynatrace
14 56 (1.27%) F5
15 55 (1.25%) Foundry
16 54 (1.23%) Palo Alto
17 53 (1.20%) IBM
17 53 (1.20%) Informatica
18 45 (1.02%) SAP
19 36 (0.82%) Centrify