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

6 months to
8 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,287 3,358 3,519
As % of all contract jobs in England 11.86% 13.33% 9.26%
As % of the Programming Languages category 40.45% 39.41% 31.94%
Number of daily rates quoted 2,939 2,336 2,511
10th Percentile £363 £391 £400
25th Percentile £421 £463 £463
Median daily rate (50th Percentile) £520 £575 £550
Median % change year-on-year -9.57% +4.55% -8.33%
75th Percentile £638 £694 £688
90th Percentile £750 £825 £788
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 82 41 100
10th Percentile £27.50 £21.25 £25.12
25th Percentile £41.94 £25.25 £40.00
Median hourly rate £55.25 £52.50 £57.75
Median % change year-on-year +5.24% -9.09% -11.15%
75th Percentile £74.26 £66.00 £67.81
90th Percentile £79.95 £77.50 £75.15
UK median hourly rate £54.00 £43.50 £52.50
% change year-on-year +24.14% -17.14% -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 10,598 8,521 11,017
As % of all contract IT jobs advertised in England 29.33% 33.83% 28.99%
Number of daily rates quoted 7,077 5,644 7,925
10th Percentile £351 £358 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £505 £525 £540
Median % change year-on-year -3.81% -2.78% -6.09%
75th Percentile £613 £650 £660
90th Percentile £725 £775 £763
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -5.41%
Number of hourly rates quoted 448 217 469
10th Percentile £41.83 £24.95 £35.00
25th Percentile £55.00 £39.25 £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 £68.00 £69.00
90th Percentile £77.15 £85.00 £76.53
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -7.69%

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 8 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 8 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 8 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 2,423 £550 -8.33% 1,243
North of England +10 666 £481 -3.75% 505
South East -6 419 £500 -6.10% 696
Yorkshire +3 355 £488 -4.88% 193
Midlands -5 285 £500 +3.41% 255
North West +13 267 £475 -5.00% 230
West Midlands -2 233 £500 - 112
South West -3 215 £538 -6.52% 280
East of England -3 127 £500 +0.50% 256
East Midlands -12 51 £447 +5.18% 139
North East +12 50 £488 -7.14% 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
1 219 (5.11%) Apache Spark
2 170 (3.97%) Apache Airflow
3 138 (3.22%) Confluence
4 116 (2.71%) Apache
5 65 (1.52%) SAS
6 54 (1.26%) SharePoint
7 26 (0.61%) Microsoft Exchange
8 23 (0.54%) Jupyter
9 20 (0.47%) OpenStack
10 19 (0.44%) Appian
11 18 (0.42%) Palantir Foundry
12 12 (0.28%) nginx
13 9 (0.21%) Camunda
14 6 (0.14%) ArcGIS
14 6 (0.14%) CMS
15 4 (0.093%) Apache Superset
15 4 (0.093%) Oracle Application Server
15 4 (0.093%) Traefik
16 3 (0.070%) Ethereum
16 3 (0.070%) Hyperledger
Applications
1 113 (2.64%) Microsoft Excel
2 29 (0.68%) Chatbot
3 24 (0.56%) Microsoft Office
4 21 (0.49%) Microsoft PowerPoint
4 21 (0.49%) MS Visio
5 11 (0.26%) Spreadsheet
6 8 (0.19%) Weka
7 3 (0.070%) LaTeX
7 3 (0.070%) Microsoft Project
8 2 (0.047%) CPLEX
Business Applications
1 24 (0.56%) Aladdin
2 12 (0.28%) Fidessa
3 7 (0.16%) SAP S/4HANA
4 4 (0.093%) Bloomberg AIM
5 3 (0.070%) Actimize
5 3 (0.070%) BambooHR
6 2 (0.047%) Cloudability
6 2 (0.047%) Dynamics CRM
6 2 (0.047%) Loan IQ
6 2 (0.047%) NEC Housing
6 2 (0.047%) Remedy ITSM
6 2 (0.047%) Shopify
7 1 (0.023%) Advent Geneva
7 1 (0.023%) Cerner Millennium
7 1 (0.023%) IntelliMatch
7 1 (0.023%) ION MarketView
7 1 (0.023%) NetSuite
7 1 (0.023%) Salesforce CRM
7 1 (0.023%) SAP BPC
7 1 (0.023%) SimCorp Dimension
Cloud Services
1 1,661 (38.75%) AWS
2 1,487 (34.69%) Azure
3 715 (16.68%) GCP
4 583 (13.60%) GitHub
5 439 (10.24%) Power Platform
6 426 (9.94%) Serverless
7 312 (7.28%) Azure DevOps
8 291 (6.79%) GitHub Actions
9 281 (6.55%) Amazon S3
10 274 (6.39%) AWS Lambda
11 230 (5.37%) Azure Data Factory
12 216 (5.04%) Snowflake
13 187 (4.36%) AWS CloudFormation
14 159 (3.71%) OpenShift
15 149 (3.48%) Amazon EKS
16 138 (3.22%) Azure Synapse Analytics
17 134 (3.13%) dbt
18 122 (2.85%) Amazon ECS
19 109 (2.54%) Amazon EC2
20 102 (2.38%) Amazon CloudWatch
Communications & Networking
1 182 (4.25%) Firewall
2 128 (2.99%) DNS
3 94 (2.19%) TCP/IP
4 91 (2.12%) Network Security
5 70 (1.63%) VPN
6 54 (1.26%) BGP
7 51 (1.19%) WAN
8 47 (1.10%) HTTP
9 38 (0.89%) Wireshark
10 37 (0.86%) SSL
11 34 (0.79%) MPLS
12 31 (0.72%) DHCP
13 28 (0.65%) SD-WAN
14 27 (0.63%) LAN
14 27 (0.63%) OSPF
15 24 (0.56%) SAN
15 24 (0.56%) VLAN
16 22 (0.51%) BIG-IP
17 20 (0.47%) Multicast
17 20 (0.47%) VXLAN
Database & Business Intelligence
1 365 (8.51%) Power BI
2 335 (7.81%) PostgreSQL
3 253 (5.90%) Data Warehouse
4 208 (4.85%) NoSQL
5 194 (4.53%) Data Lake
6 178 (4.15%) Relational Database
7 174 (4.06%) SQL Server
8 142 (3.31%) Tableau
9 127 (2.96%) Big Data
10 115 (2.68%) Metadata
11 107 (2.50%) BigQuery
12 100 (2.33%) Delta Lake
12 100 (2.33%) MySQL
13 95 (2.22%) Amazon RDS
13 95 (2.22%) Amazon Redshift
14 86 (2.01%) Azure SQL Database
15 83 (1.94%) MongoDB
16 72 (1.68%) Amazon Athena
17 70 (1.63%) Hadoop
18 59 (1.38%) DynamoDB
Development Applications
1 536 (12.50%) Git
2 453 (10.57%) Jenkins
3 353 (8.23%) GitLab
4 261 (6.09%) JIRA
5 75 (1.75%) MLflow
6 73 (1.70%) Selenium
7 43 (1.00%) Postman
8 39 (0.91%) Cucumber
9 38 (0.89%) Bitbucket
10 30 (0.70%) JUnit
11 29 (0.68%) Sonatype Nexus
12 25 (0.58%) SpecFlow
13 24 (0.56%) JMeter
14 21 (0.49%) Artifactory
14 21 (0.49%) Cypress.io
15 20 (0.47%) CircleCI
15 20 (0.47%) Liquibase
15 20 (0.47%) Maven
16 19 (0.44%) Robot Framework
17 18 (0.42%) Android Studio
General
1 1,117 (26.06%) Social Skills
2 902 (21.04%) Finance
3 620 (14.46%) Analytical Skills
4 389 (9.07%) Public Sector
5 374 (8.72%) Banking
6 171 (3.99%) Front Office
7 114 (2.66%) Documentation Skills
8 88 (2.05%) Investment Banking
9 63 (1.47%) Marketing
10 60 (1.40%) Pharmaceutical
10 60 (1.40%) Retail
11 54 (1.26%) Financial Institution
12 52 (1.21%) Telecoms
13 50 (1.17%) Inclusion and Diversity
14 40 (0.93%) Manufacturing
15 39 (0.91%) Legal
16 37 (0.86%) Influencing Skills
17 29 (0.68%) Military
17 29 (0.68%) Presentation Skills
18 20 (0.47%) Electronics
Job Titles
1 807 (18.82%) Developer
2 597 (13.93%) Data Engineer
3 587 (13.69%) Senior
4 350 (8.16%) Python Developer
5 300 (7.00%) Lead
6 273 (6.37%) Architect
7 246 (5.74%) DevOps Engineer
8 240 (5.60%) Analyst
9 235 (5.48%) Software Engineer
10 218 (5.09%) Python Engineer
11 211 (4.92%) Artificial Intelligence Engineer
12 188 (4.39%) AWS Engineer
13 179 (4.18%) Data Scientist
14 133 (3.10%) Platform Engineer
15 129 (3.01%) Azure Engineer
16 128 (2.99%) Senior Developer
17 115 (2.68%) Full-Stack Developer
18 114 (2.66%) Data Analyst
18 114 (2.66%) Senior Data Engineer
19 104 (2.43%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 376 (8.77%) REST
2 319 (7.44%) React
3 301 (7.02%) Kafka
4 255 (5.95%) PySpark
5 239 (5.57%) Node.js
6 197 (4.60%) PyTorch
7 182 (4.25%) Pandas
8 174 (4.06%) RESTful
9 171 (3.99%) .NET
10 164 (3.83%) TensorFlow
11 155 (3.62%) FastAPI
12 131 (3.06%) NumPy
13 130 (3.03%) scikit-learn
14 123 (2.87%) AngularJS
15 103 (2.40%) JSON
15 103 (2.40%) LangChain
16 100 (2.33%) pytest
17 95 (2.22%) LDAP
18 93 (2.17%) Django
19 92 (2.15%) Flask
Miscellaneous
1 429 (10.01%) Cloud Native
2 166 (3.87%) Algorithms
3 165 (3.85%) Distributed Systems
4 119 (2.78%) Equities
4 119 (2.78%) Product Ownership
5 114 (2.66%) Fixed Income
6 109 (2.54%) Data Protection Act
7 101 (2.36%) Derivative
8 94 (2.19%) Data Structures
9 93 (2.17%) Onboarding
10 92 (2.15%) AI Agents
11 91 (2.12%) Security Posture
12 81 (1.89%) Enterprise Software
13 77 (1.80%) Hybrid Cloud
13 77 (1.80%) Public Cloud
14 69 (1.61%) Data Centre
14 69 (1.61%) Management Information System
15 63 (1.47%) Legacy Systems
16 58 (1.35%) Foreign Exchange (FX)
17 57 (1.33%) Hedge funds
Operating Systems
1 599 (13.97%) Linux
2 266 (6.20%) Windows
3 162 (3.78%) Unix
4 77 (1.80%) Red Hat Enterprise Linux
5 52 (1.21%) Windows Server
6 34 (0.79%) Android
6 34 (0.79%) Ubuntu
7 31 (0.72%) VMS
8 25 (0.58%) CentOS
9 19 (0.44%) Apple iOS
10 16 (0.37%) Mac OS
11 14 (0.33%) Solaris
12 10 (0.23%) AIX
13 9 (0.21%) Kali Linux
13 9 (0.21%) Windows 7
14 5 (0.12%) Debian
14 5 (0.12%) zOS
15 4 (0.093%) Amazon Linux
16 3 (0.070%) Embedded Linux
16 3 (0.070%) Robot Operating System
Processes & Methodologies
1 1,569 (36.60%) CI/CD
2 1,223 (28.53%) DevOps
3 1,020 (23.79%) Agile
4 946 (22.07%) AI
5 938 (21.88%) Problem-Solving
6 885 (20.64%) Analytics
7 745 (17.38%) Infrastructure as Code
8 715 (16.68%) Machine Learning
9 692 (16.14%) Data Pipeline
10 666 (15.54%) Containerisation
11 615 (14.35%) Data Engineering
12 592 (13.81%) ETL
13 586 (13.67%) Data Modelling
14 536 (12.50%) Data Science
15 528 (12.32%) Software Engineering
16 511 (11.92%) Test Automation
17 432 (10.08%) Business Intelligence
18 411 (9.59%) Observability
19 377 (8.79%) LLM
20 323 (7.53%) Validation
Programming Languages
1 1,405 (32.77%) SQL
2 638 (14.88%) Java
3 543 (12.67%) PowerShell
4 505 (11.78%) Bash
5 431 (10.05%) JavaScript
6 293 (6.83%) TypeScript
7 283 (6.60%) C#
8 211 (4.92%) Go
9 149 (3.48%) C++
10 133 (3.10%) R
11 108 (2.52%) Scala
12 103 (2.40%) Shell Script
13 85 (1.98%) Perl
14 77 (1.80%) Ruby
15 64 (1.49%) Bicep
16 56 (1.31%) Kusto Query Language
17 48 (1.12%) C
18 45 (1.05%) VBA
19 42 (0.98%) Data Analysis Expressions
20 36 (0.84%) PHP
Qualifications
1 978 (22.81%) Security Cleared
2 777 (18.12%) SC Cleared
3 400 (9.33%) Degree
4 195 (4.55%) Computer Science Degree
5 132 (3.08%) DV Cleared
6 108 (2.52%) Master's Degree
7 102 (2.38%) AWS Certification
8 88 (2.05%) Azure Certification
9 87 (2.03%) CISSP
10 86 (2.01%) BPSS Clearance
11 61 (1.42%) Cisco Certification
12 46 (1.07%) CCNP
13 43 (1.00%) CISM
14 42 (0.98%) PhD
15 30 (0.70%) Microsoft Certification
16 29 (0.68%) Microsoft Certified Professional
17 27 (0.63%) AWS Certified Solutions Architect
18 26 (0.61%) CEH
18 26 (0.61%) OSCP
18 26 (0.61%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 395 (9.21%) Data Quality
2 181 (4.22%) QA
3 163 (3.80%) GDPR
4 97 (2.26%) NIST
5 78 (1.82%) ISO/IEC 27001
6 50 (1.17%) Accessibility
7 27 (0.63%) Sarbanes-Oxley
8 25 (0.58%) PCI DSS
9 24 (0.56%) SLA
10 22 (0.51%) HIPAA
11 21 (0.49%) NCSC
12 13 (0.30%) Actionable Recommendations
13 12 (0.28%) EU AI Act
13 12 (0.28%) WCAG
14 11 (0.26%) SOC 2
15 10 (0.23%) MiFID
15 10 (0.23%) PSD2
16 9 (0.21%) Cyber Essentials
16 9 (0.21%) EMIR
17 7 (0.16%) PMO
System Software
1 832 (19.41%) Docker
2 164 (3.83%) Active Directory
3 104 (2.43%) VMware Infrastructure
4 49 (1.14%) Virtual Machines
5 48 (1.12%) vSphere
6 40 (0.93%) VMware NSX
7 22 (0.51%) Firmware
8 20 (0.47%) Hyper-V
9 15 (0.35%) KVM
10 11 (0.26%) VMware ESXi
11 10 (0.23%) HDFS
11 10 (0.23%) Slurm Workload Manager
12 9 (0.21%) GPFS
12 9 (0.21%) Lustre
13 5 (0.12%) Postfix
14 4 (0.093%) Active Directory Lightweight Directory Services
14 4 (0.093%) NFS
14 4 (0.093%) Squid
14 4 (0.093%) Virtual Servers
15 3 (0.070%) Virtual Desktop
Systems Management
1 927 (21.62%) Terraform
2 920 (21.46%) Kubernetes
3 466 (10.87%) Ansible
4 284 (6.62%) Grafana
5 260 (6.06%) Prometheus
6 86 (2.01%) Argo
7 72 (1.68%) Puppet
8 45 (1.05%) Istio
9 38 (0.89%) Kibana
10 37 (0.86%) Nessus
11 31 (0.72%) vCenter Server
12 28 (0.65%) Control-M
12 28 (0.65%) Progress Chef
13 24 (0.56%) IBM Guardium
13 24 (0.56%) Single Sign-On
14 20 (0.47%) Microsoft Intune
14 20 (0.47%) Rancher
15 17 (0.40%) ITRS Geneos
16 16 (0.37%) NetBackup
16 16 (0.37%) vRealize
Vendors
1 540 (12.60%) Microsoft
2 436 (10.17%) Databricks
3 255 (5.95%) Google
4 204 (4.76%) Splunk
5 194 (4.53%) Oracle
6 171 (3.99%) VMware
7 134 (3.13%) Red Hat
8 104 (2.43%) OpenAI
9 100 (2.33%) Cisco
10 93 (2.17%) ServiceNow
11 82 (1.91%) CyberArk
12 73 (1.70%) Foundry
13 66 (1.54%) BeyondTrust
14 57 (1.33%) F5
15 51 (1.19%) Palo Alto
16 48 (1.12%) Informatica
17 43 (1.00%) IBM
18 38 (0.89%) Atlassian
19 37 (0.86%) SAP
20 36 (0.84%) Dynatrace