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

6 months to
1 Mar 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,259 3,356 3,556
As % of all contract jobs in England 12.03% 13.14% 9.36%
As % of the Programming Languages category 40.65% 39.11% 32.11%
Number of daily rates quoted 2,922 2,315 2,538
10th Percentile £363 £390 £400
25th Percentile £421 £463 £465
Median daily rate (50th Percentile) £520 £575 £554
Median % change year-on-year -9.57% +3.84% -7.71%
75th Percentile £638 £695 £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 83 42 102
10th Percentile £27.50 £21.25 £25.39
25th Percentile £41.60 £25.50 £41.50
Median hourly rate £55.00 £53.50 £60.00
Median % change year-on-year +2.80% -10.83% -7.69%
75th Percentile £74.26 £70.31 £69.91
90th Percentile £80.16 £86.75 £76.53
UK median hourly rate £54.25 £44.75 £57.50
% change year-on-year +21.23% -22.17% -11.54%

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 10,477 8,581 11,074
As % of all contract IT jobs advertised in England 29.59% 33.61% 29.16%
Number of daily rates quoted 6,996 5,638 7,960
10th Percentile £352 £356 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.95% -4.55% -4.35%
75th Percentile £613 £650 £663
90th Percentile £725 £775 £763
UK median daily rate £500 £525 £530
% change year-on-year -4.76% -0.94% -5.36%
Number of hourly rates quoted 448 212 476
10th Percentile £41.49 £25.25 £35.25
25th Percentile £55.00 £41.25 £46.25
Median hourly rate £65.00 £62.75 £60.00
Median % change year-on-year +3.59% +4.58% -7.69%
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.00 £77.50
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -5.51%

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 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 1 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 1 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 0 2,415 £550 -8.33% 1,335
North of England +12 670 £481 -3.75% 691
South East -4 415 £492 -7.61% 1,169
Yorkshire +3 357 £488 -9.30% 272
Midlands +1 278 £500 +2.04% 412
North West +11 274 £475 -5.00% 299
West Midlands -2 229 £500 - 165
South West -6 201 £550 -8.33% 473
East of England +1 134 £519 +4.80% 483
East Midlands -11 48 £444 +4.41% 235
North East +4 45 £488 -7.14% 126
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
1 214 (5.02%) Apache Spark
2 166 (3.90%) Apache Airflow
3 136 (3.19%) Confluence
4 115 (2.70%) Apache
5 69 (1.62%) SAS
6 51 (1.20%) SharePoint
7 26 (0.61%) Microsoft Exchange
8 22 (0.52%) OpenStack
9 21 (0.49%) Jupyter
10 20 (0.47%) Appian
11 18 (0.42%) Palantir Foundry
12 13 (0.31%) nginx
13 9 (0.21%) Camunda
14 6 (0.14%) CMS
15 5 (0.12%) ArcGIS
16 4 (0.094%) Apache Superset
16 4 (0.094%) Oracle Application Server
16 4 (0.094%) Traefik
17 3 (0.070%) Ethereum
17 3 (0.070%) Hyperledger
Applications
1 109 (2.56%) Microsoft Excel
2 29 (0.68%) Chatbot
3 24 (0.56%) Microsoft Office
4 21 (0.49%) Microsoft PowerPoint
5 20 (0.47%) MS Visio
6 10 (0.23%) Spreadsheet
7 8 (0.19%) Weka
8 3 (0.070%) LaTeX
8 3 (0.070%) Microsoft Project
9 2 (0.047%) CPLEX
10 1 (0.023%) Mozilla Thunderbird
Business Applications
1 19 (0.45%) Aladdin
2 12 (0.28%) Fidessa
3 8 (0.19%) SAP S/4HANA
4 4 (0.094%) Bloomberg AIM
5 3 (0.070%) Actimize
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%) Cerner Millennium
7 1 (0.023%) IntelliMatch
7 1 (0.023%) ION MarketView
7 1 (0.023%) NetSuite
7 1 (0.023%) RMDS
7 1 (0.023%) Salesforce CRM
7 1 (0.023%) SAP BPC
7 1 (0.023%) SAP ERP
7 1 (0.023%) SAP IBP
Cloud Services
1 1,653 (38.81%) AWS
2 1,464 (34.37%) Azure
3 707 (16.60%) GCP
4 571 (13.41%) GitHub
5 424 (9.96%) Power Platform
6 419 (9.84%) Serverless
7 307 (7.21%) Azure DevOps
8 287 (6.74%) Amazon S3
9 285 (6.69%) GitHub Actions
10 268 (6.29%) AWS Lambda
11 223 (5.24%) Azure Data Factory
12 207 (4.86%) Snowflake
13 186 (4.37%) AWS CloudFormation
14 156 (3.66%) OpenShift
15 148 (3.47%) Amazon EKS
16 135 (3.17%) Azure Synapse Analytics
17 127 (2.98%) Amazon ECS
18 126 (2.96%) dbt
19 118 (2.77%) Amazon EC2
20 113 (2.65%) Amazon CloudWatch
Communications & Networking
1 191 (4.48%) Firewall
2 137 (3.22%) DNS
3 102 (2.39%) TCP/IP
4 98 (2.30%) Network Security
5 76 (1.78%) VPN
6 53 (1.24%) BGP
7 47 (1.10%) WAN
8 46 (1.08%) HTTP
8 46 (1.08%) SSL
9 39 (0.92%) Wireshark
10 32 (0.75%) MPLS
11 29 (0.68%) DHCP
12 28 (0.66%) LAN
13 27 (0.63%) OSPF
14 25 (0.59%) SD-WAN
15 23 (0.54%) VLAN
16 22 (0.52%) BIG-IP
16 22 (0.52%) Wireless
17 20 (0.47%) SAN
17 20 (0.47%) SSH
Database & Business Intelligence
1 351 (8.24%) Power BI
2 330 (7.75%) PostgreSQL
3 245 (5.75%) Data Warehouse
4 212 (4.98%) NoSQL
5 189 (4.44%) Data Lake
6 177 (4.16%) Relational Database
7 170 (3.99%) SQL Server
8 132 (3.10%) Big Data
8 132 (3.10%) Tableau
9 109 (2.56%) Metadata
10 104 (2.44%) BigQuery
11 102 (2.39%) MySQL
12 99 (2.32%) Amazon RDS
13 98 (2.30%) Delta Lake
14 89 (2.09%) Amazon Redshift
15 82 (1.93%) Azure SQL Database
15 82 (1.93%) MongoDB
16 73 (1.71%) Hadoop
17 71 (1.67%) Amazon Athena
18 63 (1.48%) Elasticsearch
Development Applications
1 537 (12.61%) Git
2 458 (10.75%) Jenkins
3 362 (8.50%) GitLab
4 260 (6.10%) JIRA
5 77 (1.81%) MLflow
6 73 (1.71%) Selenium
7 42 (0.99%) Postman
8 39 (0.92%) Cucumber
9 38 (0.89%) Bitbucket
10 30 (0.70%) Sonatype Nexus
11 29 (0.68%) JUnit
12 25 (0.59%) JMeter
12 25 (0.59%) SpecFlow
13 23 (0.54%) Liquibase
13 23 (0.54%) Maven
14 21 (0.49%) Artifactory
14 21 (0.49%) CircleCI
14 21 (0.49%) Cypress.io
15 19 (0.45%) Android Studio
15 19 (0.45%) SonarQube
General
1 1,127 (26.46%) Social Skills
2 882 (20.71%) Finance
3 621 (14.58%) Analytical Skills
4 383 (8.99%) Public Sector
5 370 (8.69%) Banking
6 165 (3.87%) Front Office
7 115 (2.70%) Documentation Skills
8 90 (2.11%) Investment Banking
9 62 (1.46%) Marketing
10 60 (1.41%) Pharmaceutical
10 60 (1.41%) Retail
11 59 (1.39%) Financial Institution
12 52 (1.22%) Telecoms
13 50 (1.17%) Inclusion and Diversity
14 38 (0.89%) Legal
14 38 (0.89%) Manufacturing
15 33 (0.77%) Influencing Skills
16 31 (0.73%) Military
16 31 (0.73%) Presentation Skills
17 20 (0.47%) Electronics
Job Titles
1 791 (18.57%) Developer
2 593 (13.92%) Senior
3 591 (13.88%) Data Engineer
4 340 (7.98%) Python Developer
5 289 (6.79%) Lead
6 269 (6.32%) Architect
7 259 (6.08%) DevOps Engineer
8 243 (5.71%) Analyst
9 228 (5.35%) Software Engineer
10 215 (5.05%) Python Engineer
11 207 (4.86%) Artificial Intelligence Engineer
12 187 (4.39%) AWS Engineer
13 182 (4.27%) Data Scientist
14 131 (3.08%) Platform Engineer
14 131 (3.08%) Senior Developer
15 127 (2.98%) Azure Engineer
16 116 (2.72%) Data Analyst
16 116 (2.72%) Full-Stack Developer
17 115 (2.70%) Senior Data Engineer
18 108 (2.54%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 367 (8.62%) REST
2 315 (7.40%) React
3 295 (6.93%) Kafka
4 249 (5.85%) PySpark
5 229 (5.38%) Node.js
6 194 (4.56%) PyTorch
7 182 (4.27%) Pandas
7 182 (4.27%) RESTful
8 170 (3.99%) .NET
9 161 (3.78%) TensorFlow
10 156 (3.66%) FastAPI
11 135 (3.17%) NumPy
12 131 (3.08%) scikit-learn
13 125 (2.93%) AngularJS
14 106 (2.49%) LangChain
15 102 (2.39%) JSON
16 101 (2.37%) pytest
17 97 (2.28%) Flask
18 95 (2.23%) Django
18 95 (2.23%) LDAP
Miscellaneous
1 426 (10.00%) Cloud Native
2 169 (3.97%) Algorithms
3 162 (3.80%) Distributed Systems
4 117 (2.75%) Product Ownership
5 112 (2.63%) Equities
6 109 (2.56%) Data Protection Act
7 103 (2.42%) Fixed Income
8 96 (2.25%) Derivative
9 92 (2.16%) Data Structures
10 91 (2.14%) Security Posture
11 89 (2.09%) Onboarding
12 84 (1.97%) Enterprise Software
13 82 (1.93%) AI Agents
14 80 (1.88%) Public Cloud
15 77 (1.81%) Hybrid Cloud
16 69 (1.62%) Management Information System
17 64 (1.50%) Legacy Systems
18 62 (1.46%) Foreign Exchange (FX)
19 59 (1.39%) Data Centre
20 57 (1.34%) Hedge funds
Operating Systems
1 606 (14.23%) Linux
2 261 (6.13%) Windows
3 167 (3.92%) Unix
4 79 (1.85%) Red Hat Enterprise Linux
5 50 (1.17%) Windows Server
6 35 (0.82%) Android
6 35 (0.82%) Ubuntu
7 32 (0.75%) VMS
8 27 (0.63%) CentOS
9 19 (0.45%) Apple iOS
10 17 (0.40%) Mac OS
10 17 (0.40%) Solaris
11 10 (0.23%) Windows 7
12 9 (0.21%) Kali Linux
13 6 (0.14%) Amazon Linux
14 5 (0.12%) Debian
14 5 (0.12%) zOS
15 3 (0.070%) AIX
15 3 (0.070%) Embedded Linux
15 3 (0.070%) Windows 10
Processes & Methodologies
1 1,558 (36.58%) CI/CD
2 1,220 (28.65%) DevOps
3 1,017 (23.88%) Agile
4 939 (22.05%) Problem-Solving
5 933 (21.91%) AI
6 861 (20.22%) Analytics
7 748 (17.56%) Infrastructure as Code
8 705 (16.55%) Machine Learning
9 681 (15.99%) Data Pipeline
10 668 (15.68%) Containerisation
11 611 (14.35%) Data Engineering
12 573 (13.45%) ETL
13 567 (13.31%) Data Modelling
14 540 (12.68%) Data Science
15 519 (12.19%) Software Engineering
16 499 (11.72%) Test Automation
17 412 (9.67%) Business Intelligence
18 400 (9.39%) Observability
19 373 (8.76%) LLM
20 321 (7.54%) Validation
Programming Languages
1 1,385 (32.52%) SQL
2 639 (15.00%) Java
3 542 (12.73%) PowerShell
4 516 (12.12%) Bash
5 439 (10.31%) JavaScript
6 282 (6.62%) C#
7 279 (6.55%) TypeScript
8 210 (4.93%) Go
9 155 (3.64%) C++
10 138 (3.24%) R
11 110 (2.58%) Shell Script
12 107 (2.51%) Scala
13 86 (2.02%) Perl
14 76 (1.78%) Ruby
15 60 (1.41%) Bicep
16 57 (1.34%) Kusto Query Language
17 47 (1.10%) C
18 46 (1.08%) VBA
19 36 (0.85%) Data Analysis Expressions
19 36 (0.85%) PHP
Qualifications
1 984 (23.10%) Security Cleared
2 784 (18.41%) SC Cleared
3 396 (9.30%) Degree
4 197 (4.63%) Computer Science Degree
5 130 (3.05%) DV Cleared
6 110 (2.58%) AWS Certification
7 107 (2.51%) Master's Degree
8 88 (2.07%) Azure Certification
9 85 (2.00%) CISSP
10 83 (1.95%) BPSS Clearance
11 62 (1.46%) Cisco Certification
12 47 (1.10%) CCNP
13 42 (0.99%) CISM
14 41 (0.96%) PhD
15 34 (0.80%) VMware Certified Professional (VCP)
16 30 (0.70%) Microsoft Certification
17 29 (0.68%) AWS Certified Solutions Architect
18 28 (0.66%) Microsoft Certified Professional
19 26 (0.61%) CEH
19 26 (0.61%) OSCP
Quality Assurance & Compliance
1 389 (9.13%) Data Quality
2 176 (4.13%) QA
3 157 (3.69%) GDPR
4 97 (2.28%) NIST
5 79 (1.85%) ISO/IEC 27001
6 50 (1.17%) Accessibility
7 24 (0.56%) HIPAA
7 24 (0.56%) Sarbanes-Oxley
8 23 (0.54%) PCI DSS
9 21 (0.49%) NCSC
10 19 (0.45%) SLA
11 12 (0.28%) EU AI Act
11 12 (0.28%) SOC 2
12 11 (0.26%) Actionable Recommendations
12 11 (0.26%) WCAG
13 10 (0.23%) MiFID
13 10 (0.23%) PSD2
14 9 (0.21%) Cyber Essentials
14 9 (0.21%) EMIR
15 7 (0.16%) PMO
System Software
1 846 (19.86%) Docker
2 165 (3.87%) Active Directory
3 103 (2.42%) VMware Infrastructure
4 46 (1.08%) Virtual Machines
5 45 (1.06%) vSphere
6 41 (0.96%) VMware NSX
7 20 (0.47%) Hyper-V
8 17 (0.40%) Firmware
9 16 (0.38%) KVM
10 11 (0.26%) HDFS
10 11 (0.26%) VMware ESXi
11 10 (0.23%) Slurm Workload Manager
12 9 (0.21%) GPFS
12 9 (0.21%) Lustre
13 6 (0.14%) Postfix
14 5 (0.12%) Squid
15 4 (0.094%) Active Directory Lightweight Directory Services
15 4 (0.094%) NFS
15 4 (0.094%) Virtual Servers
15 4 (0.094%) zsh
Systems Management
1 938 (22.02%) Terraform
2 924 (21.70%) Kubernetes
3 469 (11.01%) Ansible
4 283 (6.64%) Grafana
5 257 (6.03%) Prometheus
6 87 (2.04%) Argo
7 71 (1.67%) Puppet
8 43 (1.01%) Istio
9 40 (0.94%) Kibana
10 36 (0.85%) Nessus
11 28 (0.66%) Progress Chef
11 28 (0.66%) vCenter Server
12 27 (0.63%) Control-M
13 25 (0.59%) Single Sign-On
14 23 (0.54%) IBM Guardium
15 22 (0.52%) vRealize
16 20 (0.47%) Microsoft Intune
17 18 (0.42%) ITRS Geneos
17 18 (0.42%) Rancher
18 16 (0.38%) Nmap
Vendors
1 533 (12.51%) Microsoft
2 425 (9.98%) Databricks
3 259 (6.08%) Google
4 208 (4.88%) Splunk
5 201 (4.72%) Oracle
6 179 (4.20%) VMware
7 139 (3.26%) Red Hat
8 103 (2.42%) OpenAI
9 97 (2.28%) Cisco
10 95 (2.23%) ServiceNow
11 81 (1.90%) CyberArk
12 75 (1.76%) Foundry
13 68 (1.60%) F5
14 65 (1.53%) BeyondTrust
15 64 (1.50%) Palo Alto
16 48 (1.13%) Informatica
17 40 (0.94%) Dynatrace
18 39 (0.92%) SAP
19 38 (0.89%) Atlassian
19 38 (0.89%) IBM