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

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,350 3,307 3,525
As % of all contract jobs in England 11.81% 13.38% 9.29%
As % of the Programming Languages category 40.65% 39.47% 32.11%
Number of daily rates quoted 2,989 2,333 2,520
10th Percentile £363 £393 £400
25th Percentile £423 £463 £463
Median daily rate (50th Percentile) £515 £573 £550
Median % change year-on-year -10.04% +4.09% -8.33%
75th Percentile £633 £690 £688
90th Percentile £750 £835 £788
UK median daily rate £512 £550 £550
% change year-on-year -7.00% - -8.33%
Number of hourly rates quoted 84 41 96
10th Percentile £27.50 £21.25 £24.07
25th Percentile £41.77 £25.25 £40.00
Median hourly rate £55.25 £52.50 £56.75
Median % change year-on-year +5.24% -7.49% -12.69%
75th Percentile £74.26 £67.50 £66.81
90th Percentile £80.14 £82.96 £72.50
UK median hourly rate £54.00 £43.50 £50.50
% change year-on-year +24.14% -13.86% -22.31%

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 10,701 8,379 10,979
As % of all contract IT jobs advertised in England 29.06% 33.91% 28.94%
Number of daily rates quoted 7,119 5,614 7,914
10th Percentile £352 £358 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £505 £525 £538
Median % change year-on-year -3.81% -2.42% -6.43%
75th Percentile £613 £650 £656
90th Percentile £725 £775 £766
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -5.41%
Number of hourly rates quoted 459 215 454
10th Percentile £41.94 £25.25 £35.00
25th Percentile £55.00 £40.25 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -7.69%
75th Percentile £70.00 £68.75 £67.50
90th Percentile £77.10 £85.00 £75.00
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -4.76%

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 14 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 14 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 14 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 -2 2,463 £550 -8.33% 1,189
North of England +12 669 £475 -5.00% 487
South East -6 418 £500 -6.50% 619
Yorkshire +2 354 £482 -3.60% 192
Midlands 0 291 £500 +2.04% 240
North West +12 269 £475 -3.46% 215
West Midlands -2 240 £500 - 109
South West -2 226 £538 -6.52% 258
East of England -5 128 £500 - 211
North East +14 52 £475 -7.32% 84
East Midlands -14 50 £447 +5.18% 131
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
1 233 (5.36%) Apache Spark
2 170 (3.91%) Apache Airflow
3 140 (3.22%) Confluence
4 123 (2.83%) Apache
5 63 (1.45%) SAS
6 51 (1.17%) SharePoint
7 25 (0.57%) Microsoft Exchange
8 24 (0.55%) Jupyter
9 20 (0.46%) OpenStack
9 20 (0.46%) Palantir Foundry
10 18 (0.41%) Appian
11 12 (0.28%) nginx
12 10 (0.23%) Camunda
13 7 (0.16%) ArcGIS
13 7 (0.16%) CMS
14 6 (0.14%) Apache Superset
15 4 (0.092%) Oracle Application Server
16 3 (0.069%) Ethereum
16 3 (0.069%) IIS
16 3 (0.069%) WebSphere
Applications
1 117 (2.69%) Microsoft Excel
2 30 (0.69%) Chatbot
3 24 (0.55%) Microsoft Office
4 20 (0.46%) Microsoft PowerPoint
4 20 (0.46%) MS Visio
5 12 (0.28%) Spreadsheet
6 8 (0.18%) Weka
7 4 (0.092%) Microsoft Project
8 3 (0.069%) LaTeX
9 2 (0.046%) CPLEX
Business Applications
1 24 (0.55%) Aladdin
2 12 (0.28%) Fidessa
3 9 (0.21%) SAP S/4HANA
4 4 (0.092%) Bloomberg AIM
5 3 (0.069%) Actimize
5 3 (0.069%) BambooHR
5 3 (0.069%) Oracle EBS
6 2 (0.046%) Cloudability
6 2 (0.046%) NEC Housing
6 2 (0.046%) NetSuite
6 2 (0.046%) Remedy ITSM
6 2 (0.046%) Shopify
7 1 (0.023%) Dynamics CRM
7 1 (0.023%) IntelliMatch
7 1 (0.023%) Loan IQ
7 1 (0.023%) Odoo
7 1 (0.023%) RMDS
7 1 (0.023%) Salesforce CRM
7 1 (0.023%) SAP BPC
7 1 (0.023%) SimCorp Dimension
Cloud Services
1 1,669 (38.37%) AWS
2 1,529 (35.15%) Azure
3 714 (16.41%) GCP
4 606 (13.93%) GitHub
5 448 (10.30%) Power Platform
6 422 (9.70%) Serverless
7 335 (7.70%) Azure DevOps
8 301 (6.92%) GitHub Actions
9 287 (6.60%) Amazon S3
10 270 (6.21%) AWS Lambda
11 241 (5.54%) Azure Data Factory
12 214 (4.92%) Snowflake
13 183 (4.21%) AWS CloudFormation
14 162 (3.72%) OpenShift
15 149 (3.43%) Amazon EKS
16 144 (3.31%) Azure Synapse Analytics
17 132 (3.03%) dbt
18 125 (2.87%) Amazon ECS
19 109 (2.51%) Amazon EC2
20 103 (2.37%) Amazon CloudWatch
Communications & Networking
1 180 (4.14%) Firewall
2 127 (2.92%) DNS
3 95 (2.18%) TCP/IP
4 93 (2.14%) Network Security
5 69 (1.59%) VPN
6 56 (1.29%) BGP
7 55 (1.26%) WAN
8 47 (1.08%) HTTP
9 39 (0.90%) Wireshark
10 36 (0.83%) MPLS
10 36 (0.83%) SSL
11 32 (0.74%) DHCP
12 29 (0.67%) SD-WAN
13 28 (0.64%) LAN
13 28 (0.64%) OSPF
14 24 (0.55%) SAN
15 23 (0.53%) VLAN
16 22 (0.51%) BIG-IP
17 21 (0.48%) Multicast
17 21 (0.48%) VXLAN
Database & Business Intelligence
1 374 (8.60%) Power BI
2 329 (7.56%) PostgreSQL
3 258 (5.93%) Data Warehouse
4 202 (4.64%) Data Lake
5 201 (4.62%) NoSQL
6 180 (4.14%) SQL Server
7 178 (4.09%) Relational Database
8 146 (3.36%) Tableau
9 130 (2.99%) Big Data
10 122 (2.80%) Metadata
11 107 (2.46%) BigQuery
11 107 (2.46%) Delta Lake
12 100 (2.30%) MySQL
13 96 (2.21%) Amazon Redshift
14 95 (2.18%) Amazon RDS
15 87 (2.00%) Azure SQL Database
16 82 (1.89%) MongoDB
17 75 (1.72%) Amazon Athena
18 69 (1.59%) Hadoop
19 58 (1.33%) DynamoDB
Development Applications
1 547 (12.57%) Git
2 450 (10.34%) Jenkins
3 350 (8.05%) GitLab
4 259 (5.95%) JIRA
5 79 (1.82%) MLflow
6 74 (1.70%) Selenium
7 44 (1.01%) Postman
8 39 (0.90%) Cucumber
9 38 (0.87%) Bitbucket
10 34 (0.78%) JUnit
11 31 (0.71%) Sonatype Nexus
12 29 (0.67%) JMeter
13 25 (0.57%) SpecFlow
14 23 (0.53%) Cypress.io
15 22 (0.51%) Artifactory
16 20 (0.46%) CircleCI
16 20 (0.46%) Maven
17 19 (0.44%) Robot Framework
17 19 (0.44%) SonarQube
18 18 (0.41%) Gatling
General
1 1,118 (25.70%) Social Skills
2 912 (20.97%) Finance
3 633 (14.55%) Analytical Skills
4 399 (9.17%) Public Sector
5 370 (8.51%) Banking
6 174 (4.00%) Front Office
7 118 (2.71%) Documentation Skills
8 89 (2.05%) Investment Banking
9 61 (1.40%) Marketing
9 61 (1.40%) Retail
10 60 (1.38%) Pharmaceutical
11 52 (1.20%) Financial Institution
11 52 (1.20%) Inclusion and Diversity
12 51 (1.17%) Telecoms
13 42 (0.97%) Legal
14 41 (0.94%) Manufacturing
15 40 (0.92%) Influencing Skills
16 32 (0.74%) Presentation Skills
17 30 (0.69%) Military
18 23 (0.53%) Publishing
Job Titles
1 823 (18.92%) Developer
2 622 (14.30%) Data Engineer
3 589 (13.54%) Senior
4 363 (8.34%) Python Developer
5 310 (7.13%) Lead
6 283 (6.51%) Architect
7 241 (5.54%) DevOps Engineer
8 237 (5.45%) Analyst
9 233 (5.36%) Software Engineer
10 218 (5.01%) Python Engineer
11 208 (4.78%) Artificial Intelligence Engineer
12 183 (4.21%) AWS Engineer
13 179 (4.11%) Data Scientist
14 138 (3.17%) Azure Engineer
15 133 (3.06%) Platform Engineer
16 127 (2.92%) Senior Developer
17 116 (2.67%) Full-Stack Developer
18 114 (2.62%) Data Analyst
18 114 (2.62%) Senior Data Engineer
19 101 (2.32%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 380 (8.74%) REST
2 323 (7.43%) React
3 311 (7.15%) Kafka
4 270 (6.21%) PySpark
5 233 (5.36%) Node.js
6 202 (4.64%) PyTorch
7 191 (4.39%) Pandas
8 175 (4.02%) .NET
9 168 (3.86%) RESTful
10 167 (3.84%) TensorFlow
11 154 (3.54%) FastAPI
12 139 (3.20%) NumPy
13 137 (3.15%) scikit-learn
14 126 (2.90%) AngularJS
15 109 (2.51%) JSON
16 101 (2.32%) LangChain
17 97 (2.23%) LDAP
17 97 (2.23%) pytest
18 96 (2.21%) Flask
19 95 (2.18%) Django
Miscellaneous
1 445 (10.23%) Cloud Native
2 170 (3.91%) Algorithms
3 165 (3.79%) Distributed Systems
4 122 (2.80%) Equities
5 120 (2.76%) Product Ownership
6 115 (2.64%) Fixed Income
7 106 (2.44%) Data Protection Act
8 104 (2.39%) Derivative
9 93 (2.14%) Data Structures
10 92 (2.11%) AI Agents
11 90 (2.07%) Onboarding
12 85 (1.95%) Security Posture
13 83 (1.91%) Hybrid Cloud
14 81 (1.86%) Enterprise Software
15 74 (1.70%) Data Centre
15 74 (1.70%) Public Cloud
16 71 (1.63%) Legacy Systems
17 69 (1.59%) Management Information System
18 58 (1.33%) Hedge funds
19 54 (1.24%) Foreign Exchange (FX)
Operating Systems
1 590 (13.56%) Linux
2 264 (6.07%) Windows
3 155 (3.56%) Unix
4 75 (1.72%) Red Hat Enterprise Linux
5 54 (1.24%) Windows Server
6 32 (0.74%) Android
6 32 (0.74%) Ubuntu
7 30 (0.69%) VMS
8 21 (0.48%) CentOS
9 17 (0.39%) Apple iOS
10 15 (0.34%) Mac OS
11 14 (0.32%) Solaris
12 13 (0.30%) AIX
13 9 (0.21%) Kali Linux
13 9 (0.21%) Windows 7
14 5 (0.11%) Debian
14 5 (0.11%) zOS
15 4 (0.092%) Amazon Linux
16 3 (0.069%) Embedded Linux
16 3 (0.069%) Robot Operating System
Processes & Methodologies
1 1,589 (36.53%) CI/CD
2 1,250 (28.74%) DevOps
3 1,023 (23.52%) Agile
4 956 (21.98%) AI
5 938 (21.56%) Problem-Solving
6 910 (20.92%) Analytics
7 745 (17.13%) Infrastructure as Code
8 721 (16.57%) Machine Learning
9 713 (16.39%) Data Pipeline
10 671 (15.43%) Containerisation
11 637 (14.64%) Data Engineering
12 601 (13.82%) Data Modelling
13 598 (13.75%) ETL
14 541 (12.44%) Data Science
15 533 (12.25%) Software Engineering
16 518 (11.91%) Test Automation
17 441 (10.14%) Business Intelligence
18 423 (9.72%) Observability
19 371 (8.53%) LLM
20 333 (7.66%) Data Governance
Programming Languages
1 1,446 (33.24%) SQL
2 651 (14.97%) Java
3 555 (12.76%) PowerShell
4 497 (11.43%) Bash
5 424 (9.75%) JavaScript
6 290 (6.67%) TypeScript
7 285 (6.55%) C#
8 200 (4.60%) Go
9 149 (3.43%) C++
10 134 (3.08%) R
11 114 (2.62%) Scala
12 104 (2.39%) Shell Script
13 81 (1.86%) Ruby
14 80 (1.84%) Perl
15 69 (1.59%) Bicep
16 55 (1.26%) Kusto Query Language
17 46 (1.06%) C
18 43 (0.99%) VBA
19 42 (0.97%) Data Analysis Expressions
20 35 (0.80%) PHP
Qualifications
1 998 (22.94%) Security Cleared
2 791 (18.18%) SC Cleared
3 401 (9.22%) Degree
4 197 (4.53%) Computer Science Degree
5 136 (3.13%) DV Cleared
6 108 (2.48%) Master's Degree
7 96 (2.21%) AWS Certification
8 90 (2.07%) Azure Certification
9 88 (2.02%) BPSS Clearance
10 87 (2.00%) CISSP
11 62 (1.43%) Cisco Certification
12 47 (1.08%) CCNP
13 44 (1.01%) CISM
14 41 (0.94%) PhD
15 30 (0.69%) Microsoft Certification
16 28 (0.64%) Microsoft Certified Professional
17 26 (0.60%) AWS Certified Solutions Architect
17 26 (0.60%) CCIE
17 26 (0.60%) CEH
18 25 (0.57%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 419 (9.63%) Data Quality
2 183 (4.21%) QA
3 161 (3.70%) GDPR
4 99 (2.28%) NIST
5 84 (1.93%) ISO/IEC 27001
6 51 (1.17%) Accessibility
7 27 (0.62%) Sarbanes-Oxley
8 25 (0.57%) PCI DSS
9 24 (0.55%) SLA
10 21 (0.48%) NCSC
11 20 (0.46%) HIPAA
12 14 (0.32%) Actionable Recommendations
13 13 (0.30%) WCAG
14 12 (0.28%) EU AI Act
15 11 (0.25%) SOC 2
16 10 (0.23%) MiFID
16 10 (0.23%) PSD2
17 9 (0.21%) Cyber Essentials
18 8 (0.18%) EMIR
19 7 (0.16%) PMO
System Software
1 830 (19.08%) Docker
2 162 (3.72%) Active Directory
3 101 (2.32%) VMware Infrastructure
4 50 (1.15%) Virtual Machines
5 49 (1.13%) vSphere
6 41 (0.94%) VMware NSX
7 22 (0.51%) Firmware
8 20 (0.46%) Hyper-V
9 15 (0.34%) KVM
10 10 (0.23%) Slurm Workload Manager
10 10 (0.23%) VMware ESXi
11 9 (0.21%) GPFS
11 9 (0.21%) HDFS
11 9 (0.21%) Lustre
12 5 (0.11%) Postfix
13 4 (0.092%) Active Directory Lightweight Directory Services
13 4 (0.092%) Virtual Desktop
13 4 (0.092%) Virtual Servers
14 3 (0.069%) Ceph
14 3 (0.069%) Embedded Firmware
Systems Management
1 933 (21.45%) Terraform
2 916 (21.06%) Kubernetes
3 458 (10.53%) Ansible
4 288 (6.62%) Grafana
5 261 (6.00%) Prometheus
6 85 (1.95%) Argo
7 69 (1.59%) Puppet
8 41 (0.94%) Istio
9 35 (0.80%) Kibana
10 34 (0.78%) Nessus
11 32 (0.74%) vCenter Server
12 27 (0.62%) Control-M
13 26 (0.60%) Progress Chef
14 25 (0.57%) IBM Guardium
15 23 (0.53%) Single Sign-On
16 21 (0.48%) Rancher
17 19 (0.44%) Microsoft Intune
18 16 (0.37%) Kubeflow
19 15 (0.34%) ITRS Geneos
19 15 (0.34%) vRealize
Vendors
1 547 (12.57%) Microsoft
2 454 (10.44%) Databricks
3 264 (6.07%) Google
4 202 (4.64%) Splunk
5 190 (4.37%) Oracle
6 167 (3.84%) VMware
7 135 (3.10%) Red Hat
8 104 (2.39%) OpenAI
9 98 (2.25%) Cisco
10 90 (2.07%) ServiceNow
11 84 (1.93%) CyberArk
12 75 (1.72%) Foundry
13 67 (1.54%) BeyondTrust
14 58 (1.33%) F5
15 52 (1.20%) Palo Alto
16 51 (1.17%) Informatica
17 46 (1.06%) IBM
18 41 (0.94%) Dynatrace
19 39 (0.90%) SAP
20 38 (0.87%) Atlassian