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

6 months to
31 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,404 3,235 3,501
As % of all contract jobs in England 11.58% 13.33% 9.29%
As % of the Programming Languages category 40.79% 39.65% 32.05%
Number of daily rates quoted 3,035 2,336 2,523
10th Percentile £363 £391 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £520 £561 £550
Median % change year-on-year -7.35% +2.05% -8.33%
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 94 43 87
10th Percentile £26.80 £21.25 £22.00
25th Percentile £37.19 £25.75 £37.50
Median hourly rate £55.25 £47.50 £55.00
Median % change year-on-year +16.32% -13.64% -15.38%
75th Percentile £74.26 £65.50 £66.88
90th Percentile £80.14 £77.00 £72.50
UK median hourly rate £54.25 £42.50 £50.00
% change year-on-year +27.65% -15.00% -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 10,797 8,159 10,923
As % of all contract IT jobs advertised in England 28.38% 33.61% 28.99%
Number of daily rates quoted 7,195 5,591 7,901
10th Percentile £352 £358 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.42% -5.45%
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 486 216 438
10th Percentile £41.42 £25.25 £35.00
25th Percentile £55.00 £39.25 £46.25
Median hourly rate £65.00 £62.75 £60.00
Median % change year-on-year +3.59% +4.58% -4.00%
75th Percentile £70.00 £68.75 £68.56
90th Percentile £77.00 £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 31 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 31 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 31 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 2,494 £550 -8.33% 1,152
North of England +13 678 £475 -5.00% 475
South East -5 411 £500 -4.76% 576
Yorkshire +1 377 £478 -4.40% 164
Midlands +1 283 £495 +8.02% 255
North West +9 255 £481 -3.65% 230
South West -2 239 £519 -9.78% 280
West Midlands -4 226 £500 +2.04% 130
East of England +2 136 £500 -0.25% 219
East Midlands -15 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
1 223 (5.06%) Apache Spark
2 175 (3.97%) Apache Airflow
3 138 (3.13%) Confluence
4 126 (2.86%) Apache
5 66 (1.50%) SAS
6 50 (1.14%) SharePoint
7 24 (0.54%) Jupyter
8 23 (0.52%) Microsoft Exchange
9 19 (0.43%) OpenStack
10 18 (0.41%) Palantir Foundry
11 15 (0.34%) Appian
12 12 (0.27%) nginx
13 11 (0.25%) Camunda
14 9 (0.20%) Apache Superset
15 8 (0.18%) ArcGIS
15 8 (0.18%) CMS
16 4 (0.091%) WebSphere
17 3 (0.068%) CICS
17 3 (0.068%) IBM HTTP Server
17 3 (0.068%) WebSphere Application Server
Applications
1 126 (2.86%) Microsoft Excel
2 26 (0.59%) Chatbot
3 23 (0.52%) Microsoft Office
4 22 (0.50%) Microsoft PowerPoint
5 20 (0.45%) MS Visio
6 17 (0.39%) Spreadsheet
7 6 (0.14%) 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%) Remedy ITSM
6 3 (0.068%) SAP IBP
7 2 (0.045%) Cloudability
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
8 1 (0.023%) Advent Geneva
8 1 (0.023%) Cerner Millennium
8 1 (0.023%) OneSumX
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 1,697 (38.53%) AWS
2 1,543 (35.04%) Azure
3 699 (15.87%) GCP
4 608 (13.81%) GitHub
5 458 (10.40%) Power Platform
6 419 (9.51%) Serverless
7 343 (7.79%) Azure DevOps
8 310 (7.04%) GitHub Actions
9 298 (6.77%) Amazon S3
10 277 (6.29%) AWS Lambda
11 253 (5.74%) Azure Data Factory
12 208 (4.72%) Snowflake
13 184 (4.18%) AWS CloudFormation
14 162 (3.68%) OpenShift
15 146 (3.32%) Azure Synapse Analytics
16 141 (3.20%) Amazon EKS
17 139 (3.16%) dbt
18 121 (2.75%) Amazon ECS
19 105 (2.38%) Amazon EC2
20 101 (2.29%) Amazon CloudWatch
Communications & Networking
1 173 (3.93%) Firewall
2 134 (3.04%) DNS
3 91 (2.07%) Network Security
4 90 (2.04%) TCP/IP
5 77 (1.75%) VPN
6 66 (1.50%) BGP
7 62 (1.41%) WAN
8 44 (1.00%) HTTP
9 38 (0.86%) MPLS
10 36 (0.82%) OSPF
11 31 (0.70%) DHCP
11 31 (0.70%) Wireshark
12 30 (0.68%) VLAN
13 29 (0.66%) LAN
13 29 (0.66%) SD-WAN
14 27 (0.61%) SAN
14 27 (0.61%) SSL
15 25 (0.57%) SNMP
16 22 (0.50%) Multicast
17 21 (0.48%) VXLAN
Database & Business Intelligence
1 383 (8.70%) Power BI
2 299 (6.79%) PostgreSQL
3 255 (5.79%) Data Warehouse
4 198 (4.50%) Data Lake
5 186 (4.22%) NoSQL
6 178 (4.04%) SQL Server
7 172 (3.91%) Relational Database
8 154 (3.50%) Tableau
9 130 (2.95%) Metadata
10 114 (2.59%) Delta Lake
11 112 (2.54%) Big Data
12 103 (2.34%) BigQuery
13 98 (2.23%) Amazon Redshift
14 95 (2.16%) MySQL
15 91 (2.07%) Amazon RDS
16 83 (1.88%) Azure SQL Database
17 81 (1.84%) Amazon Athena
18 79 (1.79%) MongoDB
19 59 (1.34%) DynamoDB
20 57 (1.29%) Hadoop
Development Applications
1 555 (12.60%) Git
2 453 (10.29%) Jenkins
3 341 (7.74%) GitLab
4 251 (5.70%) JIRA
5 79 (1.79%) MLflow
6 75 (1.70%) Selenium
7 45 (1.02%) Postman
8 37 (0.84%) Cucumber
9 35 (0.79%) JUnit
10 34 (0.77%) Bitbucket
11 29 (0.66%) JMeter
12 25 (0.57%) Artifactory
12 25 (0.57%) SpecFlow
13 24 (0.54%) Sonatype Nexus
14 23 (0.52%) Cypress.io
15 22 (0.50%) Gatling
15 22 (0.50%) Maven
16 20 (0.45%) Robot Framework
17 19 (0.43%) PyCharm
17 19 (0.43%) SonarQube
General
1 1,090 (24.75%) Social Skills
2 897 (20.37%) Finance
3 633 (14.37%) Analytical Skills
4 406 (9.22%) Public Sector
5 364 (8.27%) Banking
6 167 (3.79%) Front Office
7 119 (2.70%) Documentation Skills
8 80 (1.82%) Investment Banking
9 63 (1.43%) Marketing
10 56 (1.27%) Retail
10 56 (1.27%) Telecoms
11 55 (1.25%) Pharmaceutical
12 51 (1.16%) Inclusion and Diversity
13 48 (1.09%) Financial Institution
14 44 (1.00%) Legal
15 41 (0.93%) Influencing Skills
16 36 (0.82%) Manufacturing
17 29 (0.66%) Presentation Skills
18 27 (0.61%) Publishing
19 26 (0.59%) Military
Job Titles
1 820 (18.62%) Developer
2 644 (14.62%) Data Engineer
3 604 (13.71%) Senior
4 376 (8.54%) Python Developer
5 304 (6.90%) Lead
6 303 (6.88%) Architect
7 242 (5.50%) Analyst
8 231 (5.25%) Software Engineer
9 230 (5.22%) DevOps Engineer
10 221 (5.02%) Python Engineer
11 210 (4.77%) Artificial Intelligence Engineer
12 180 (4.09%) AWS Engineer
13 176 (4.00%) Data Scientist
14 146 (3.32%) Platform Engineer
15 142 (3.22%) Azure Engineer
16 132 (3.00%) Senior Developer
17 124 (2.82%) Data Analyst
18 119 (2.70%) Senior Data Engineer
19 111 (2.52%) Full-Stack Developer
20 99 (2.25%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 384 (8.72%) REST
2 319 (7.24%) Kafka
3 312 (7.08%) React
4 272 (6.18%) PySpark
5 221 (5.02%) Node.js
6 198 (4.50%) Pandas
7 191 (4.34%) .NET
8 187 (4.25%) PyTorch
9 160 (3.63%) RESTful
10 151 (3.43%) TensorFlow
11 137 (3.11%) NumPy
12 136 (3.09%) scikit-learn
13 135 (3.07%) FastAPI
14 129 (2.93%) JSON
15 117 (2.66%) AngularJS
16 101 (2.29%) pytest
17 100 (2.27%) LangChain
18 99 (2.25%) Flask
19 98 (2.23%) Django
19 98 (2.23%) LDAP
Miscellaneous
1 451 (10.24%) Cloud Native
2 186 (4.22%) Distributed Systems
3 161 (3.66%) Algorithms
4 127 (2.88%) Product Ownership
5 115 (2.61%) Fixed Income
6 114 (2.59%) Equities
7 102 (2.32%) Derivative
8 100 (2.27%) Data Protection Act
9 94 (2.13%) AI Agents
10 93 (2.11%) Data Structures
11 91 (2.07%) Hybrid Cloud
12 84 (1.91%) Enterprise Software
13 80 (1.82%) Data Centre
14 79 (1.79%) Security Posture
15 77 (1.75%) Public Cloud
16 76 (1.73%) Onboarding
17 70 (1.59%) Legacy Systems
18 65 (1.48%) Management Information System
19 55 (1.25%) Hedge funds
20 46 (1.04%) Foreign Exchange (FX)
Operating Systems
1 578 (13.12%) Linux
2 251 (5.70%) Windows
3 156 (3.54%) Unix
4 84 (1.91%) Red Hat Enterprise Linux
5 52 (1.18%) Windows Server
6 33 (0.75%) VMS
7 30 (0.68%) Android
7 30 (0.68%) Ubuntu
8 17 (0.39%) AIX
8 17 (0.39%) CentOS
9 15 (0.34%) Apple iOS
9 15 (0.34%) Mac OS
10 14 (0.32%) Solaris
11 8 (0.18%) Windows 7
12 6 (0.14%) Debian
12 6 (0.14%) zOS
13 5 (0.11%) Embedded Linux
13 5 (0.11%) Kali Linux
14 4 (0.091%) Amazon Linux
14 4 (0.091%) Rocky
Processes & Methodologies
1 1,624 (36.88%) CI/CD
2 1,265 (28.72%) DevOps
3 1,020 (23.16%) Agile
4 985 (22.37%) AI
5 945 (21.46%) Analytics
6 927 (21.05%) Problem-Solving
7 760 (17.26%) Infrastructure as Code
8 729 (16.55%) Data Pipeline
9 714 (16.21%) Machine Learning
10 672 (15.26%) Containerisation
11 649 (14.74%) Data Engineering
12 616 (13.99%) Data Modelling
13 597 (13.56%) ETL
14 538 (12.22%) Data Science
15 536 (12.17%) Software Engineering
16 513 (11.65%) Test Automation
17 457 (10.38%) Business Intelligence
18 429 (9.74%) Observability
19 365 (8.29%) LLM
20 341 (7.74%) Continuous Improvement
Programming Languages
1 1,466 (33.29%) SQL
2 667 (15.15%) Java
3 555 (12.60%) PowerShell
4 491 (11.15%) Bash
5 416 (9.45%) JavaScript
6 301 (6.83%) C#
7 295 (6.70%) TypeScript
8 192 (4.36%) Go
9 147 (3.34%) R
10 138 (3.13%) C++
11 114 (2.59%) Scala
12 100 (2.27%) Shell Script
13 81 (1.84%) Ruby
14 72 (1.63%) Bicep
15 66 (1.50%) Perl
16 52 (1.18%) Kusto Query Language
17 48 (1.09%) C
18 43 (0.98%) Data Analysis Expressions
19 39 (0.89%) VBA
20 36 (0.82%) T-SQL
Qualifications
1 1,024 (23.25%) Security Cleared
2 816 (18.53%) SC Cleared
3 378 (8.58%) Degree
4 180 (4.09%) Computer Science Degree
5 135 (3.07%) DV Cleared
6 101 (2.29%) Master's Degree
7 93 (2.11%) BPSS Clearance
8 90 (2.04%) Azure Certification
9 86 (1.95%) CISSP
10 81 (1.84%) AWS Certification
11 62 (1.41%) Cisco Certification
12 47 (1.07%) CCNP
13 46 (1.04%) CISM
14 44 (1.00%) PhD
15 30 (0.68%) VMware Certified Professional (VCP)
16 29 (0.66%) Microsoft Certification
17 26 (0.59%) AWS Certified Solutions Architect
18 25 (0.57%) CCNA
19 24 (0.54%) CCIE
20 23 (0.52%) Microsoft Certified Professional
Quality Assurance & Compliance
1 432 (9.81%) Data Quality
2 184 (4.18%) QA
3 162 (3.68%) GDPR
4 94 (2.13%) NIST
5 84 (1.91%) ISO/IEC 27001
6 55 (1.25%) Accessibility
7 25 (0.57%) PCI DSS
8 23 (0.52%) Sarbanes-Oxley
9 21 (0.48%) 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
16 7 (0.16%) GRC
System Software
1 806 (18.30%) Docker
2 153 (3.47%) Active Directory
3 101 (2.29%) VMware Infrastructure
4 55 (1.25%) vSphere
5 52 (1.18%) Virtual Machines
6 46 (1.04%) VMware NSX
7 27 (0.61%) Firmware
8 21 (0.48%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.27%) VMware ESXi
11 8 (0.18%) HDFS
12 7 (0.16%) GPFS
12 7 (0.16%) Lustre
12 7 (0.16%) Slurm Workload Manager
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%) SRDF
Systems Management
1 953 (21.64%) Terraform
2 885 (20.10%) Kubernetes
3 451 (10.24%) Ansible
4 277 (6.29%) Grafana
5 244 (5.54%) Prometheus
6 81 (1.84%) Argo
7 69 (1.57%) Puppet
8 40 (0.91%) Istio
9 38 (0.86%) vCenter Server
10 31 (0.70%) Kibana
11 28 (0.64%) Progress Chef
12 24 (0.54%) Nessus
13 21 (0.48%) Rancher
13 21 (0.48%) vRealize
14 20 (0.45%) Kubeflow
15 19 (0.43%) Control-M
16 16 (0.36%) Microsoft Intune
16 16 (0.36%) Nagios
16 16 (0.36%) Single Sign-On
17 15 (0.34%) IBM Guardium
Vendors
1 548 (12.44%) Microsoft
2 479 (10.88%) Databricks
3 242 (5.50%) Google
4 200 (4.54%) Splunk
5 187 (4.25%) Oracle
6 170 (3.86%) VMware
7 133 (3.02%) Red Hat
8 104 (2.36%) Cisco
8 104 (2.36%) OpenAI
9 88 (2.00%) ServiceNow
10 80 (1.82%) CyberArk
11 69 (1.57%) Foundry
12 68 (1.54%) BeyondTrust
13 58 (1.32%) F5
14 51 (1.16%) Informatica
14 51 (1.16%) Palo Alto
15 47 (1.07%) IBM
16 44 (1.00%) Dynatrace
17 40 (0.91%) SAP
18 38 (0.86%) Atlassian