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 29 December 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Dec 2025
Same period 2024 Same period 2023
Rank 9 10 13
Rank change year-on-year +1 +3 -1
Contract jobs citing Python 4,062 3,456 3,565
As % of all contract jobs in England 12.88% 12.24% 9.74%
As % of the Programming Languages category 41.64% 37.61% 32.14%
Number of daily rates quoted 2,735 2,328 2,621
10th Percentile £360 £389 £406
25th Percentile £425 £475 £486
Median daily rate (50th Percentile) £525 £575 £575
Median % change year-on-year -8.70% - -4.17%
75th Percentile £650 £700 £700
90th Percentile £750 £825 £800
UK median daily rate £525 £550 £575
% change year-on-year -4.55% -4.35% -4.17%
Number of hourly rates quoted 87 53 113
10th Percentile £29.00 £21.25 £37.50
25th Percentile £41.60 £27.00 £46.18
Median hourly rate £54.00 £52.50 £60.00
Median % change year-on-year +2.86% -12.50% -7.69%
75th Percentile £74.63 £70.00 £70.00
90th Percentile £84.25 £79.50 £77.50
UK median hourly rate £54.00 £46.18 £60.00
% change year-on-year +16.93% -23.03% -7.69%

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 9,754 9,188 11,091
As % of all contract IT jobs advertised in England 30.92% 32.54% 30.31%
Number of daily rates quoted 6,489 5,952 8,074
10th Percentile £350 £356 £363
25th Percentile £413 £425 £440
Median daily rate (50th Percentile) £513 £538 £550
Median % change year-on-year -4.65% -2.27% -4.35%
75th Percentile £625 £650 £666
90th Percentile £738 £775 £769
UK median daily rate £505 £525 £550
% change year-on-year -3.81% -4.55% -2.65%
Number of hourly rates quoted 357 220 387
10th Percentile £36.15 £25.26 £35.30
25th Percentile £52.00 £42.63 £46.25
Median hourly rate £65.00 £62.75 £62.50
Median % change year-on-year +3.59% +0.40% -3.47%
75th Percentile £68.75 £68.75 £70.00
90th Percentile £75.00 £85.00 £78.30
UK median hourly rate £65.00 £62.50 £62.50
% change year-on-year +4.00% - -0.13%

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 29 December 2025.

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 29 December 2025.

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 29 December 2025. 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 +1 2,334 £550 -8.33% 2,590
North of England +8 581 £475 -5.94% 1,751
South East +5 409 £492 -7.61% 2,116
Yorkshire +7 297 £500 -6.98% 711
Midlands +8 282 £500 +5.26% 1,279
North West +4 242 £450 -7.31% 888
West Midlands +18 234 £507 +1.45% 675
South West -6 182 £550 -8.77% 863
East of England +8 137 £525 +9.38% 1,067
East Midlands -13 48 £402 +0.50% 531
North East +9 47 £475 -15.93% 159
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
1 196 (4.83%) Apache Airflow
2 182 (4.48%) Apache Spark
3 142 (3.50%) Confluence
4 137 (3.37%) Apache
5 58 (1.43%) SAS
6 45 (1.11%) SharePoint
7 34 (0.84%) OpenStack
8 28 (0.69%) nginx
9 19 (0.47%) Jupyter
9 19 (0.47%) Microsoft Exchange
10 15 (0.37%) Appian
11 10 (0.25%) IIS
12 9 (0.22%) Apache Pig
13 6 (0.15%) Camunda
13 6 (0.15%) CMS
13 6 (0.15%) Oracle Application Server
14 5 (0.12%) JBoss
15 4 (0.098%) ArcGIS
15 4 (0.098%) Luigi
15 4 (0.098%) Tomcat
Applications
1 122 (3.00%) Microsoft Excel
2 29 (0.71%) Chatbot
3 22 (0.54%) Microsoft Office
4 21 (0.52%) Microsoft PowerPoint
5 13 (0.32%) MS Visio
6 10 (0.25%) Mozilla Thunderbird
7 8 (0.20%) Weka
8 7 (0.17%) Spreadsheet
9 2 (0.049%) Maya
9 2 (0.049%) NUKE
10 1 (0.025%) CPLEX
10 1 (0.025%) GNU Octave
10 1 (0.025%) LaTeX
10 1 (0.025%) Microsoft Project
10 1 (0.025%) NASTRAN
10 1 (0.025%) SPSS
10 1 (0.025%) Stata
10 1 (0.025%) Trello
10 1 (0.025%) Windchill
Business Applications
1 14 (0.34%) Aladdin
2 12 (0.30%) SAP S/4HANA
3 6 (0.15%) Fidessa
4 3 (0.074%) Actimize
4 3 (0.074%) Remedy ITSM
4 3 (0.074%) Salesforce CRM
4 3 (0.074%) Teamcenter
5 2 (0.049%) Distributed Ledger
5 2 (0.049%) Dynamics CRM
5 2 (0.049%) Loan IQ
5 2 (0.049%) Maximo
5 2 (0.049%) NEC Housing
5 2 (0.049%) Shopify
6 1 (0.025%) Cerner Millennium
6 1 (0.025%) ION MarketView
6 1 (0.025%) NetSuite
6 1 (0.025%) SAP BPC
6 1 (0.025%) SAP ERP
6 1 (0.025%) SAP GRC
6 1 (0.025%) Temenos T24
Cloud Services
1 1,571 (38.68%) AWS
2 1,272 (31.31%) Azure
3 644 (15.85%) GCP
4 510 (12.56%) GitHub
5 388 (9.55%) Serverless
6 387 (9.53%) Power Platform
7 286 (7.04%) Amazon S3
8 275 (6.77%) GitHub Actions
9 256 (6.30%) AWS Lambda
10 251 (6.18%) Azure DevOps
11 199 (4.90%) Snowflake
12 163 (4.01%) Azure Data Factory
13 162 (3.99%) AWS CloudFormation
14 144 (3.55%) Amazon EC2
15 136 (3.35%) Amazon CloudWatch
15 136 (3.35%) dbt
16 130 (3.20%) Amazon ECS
17 123 (3.03%) OpenShift
18 113 (2.78%) Amazon EKS
19 104 (2.56%) Azure Synapse Analytics
Communications & Networking
1 228 (5.61%) Firewall
2 162 (3.99%) DNS
3 115 (2.83%) TCP/IP
4 112 (2.76%) Network Security
5 75 (1.85%) VPN
6 71 (1.75%) HTTP
7 69 (1.70%) SSL
8 68 (1.67%) BGP
9 45 (1.11%) WAN
10 41 (1.01%) OSPF
11 39 (0.96%) SMTP
12 38 (0.94%) SSH
13 37 (0.91%) Wireshark
14 36 (0.89%) MPLS
15 33 (0.81%) FTP
15 33 (0.81%) Wireless
16 30 (0.74%) LAN
16 30 (0.74%) SD-WAN
17 27 (0.66%) DHCP
18 23 (0.57%) VLAN
Database & Business Intelligence
1 337 (8.30%) Power BI
2 322 (7.93%) PostgreSQL
3 209 (5.15%) Data Warehouse
4 205 (5.05%) NoSQL
5 204 (5.02%) Relational Database
6 169 (4.16%) Data Lake
7 151 (3.72%) Big Data
8 136 (3.35%) SQL Server
9 131 (3.23%) Tableau
10 127 (3.13%) Amazon RDS
11 110 (2.71%) MySQL
12 89 (2.19%) Metadata
13 88 (2.17%) BigQuery
14 81 (1.99%) Amazon Athena
15 80 (1.97%) Hadoop
16 79 (1.94%) MongoDB
17 75 (1.85%) Amazon Redshift
18 65 (1.60%) Azure SQL Database
19 63 (1.55%) DynamoDB
19 63 (1.55%) Elasticsearch
Development Applications
1 542 (13.34%) Git
2 489 (12.04%) Jenkins
3 358 (8.81%) GitLab
4 251 (6.18%) JIRA
5 72 (1.77%) Selenium
6 57 (1.40%) MLflow
7 45 (1.11%) SonarQube
8 42 (1.03%) Sonatype Nexus
9 41 (1.01%) Cucumber
10 38 (0.94%) Liquibase
11 36 (0.89%) Bitbucket
12 30 (0.74%) JUnit
13 29 (0.71%) Postman
14 26 (0.64%) Artifactory
14 26 (0.64%) Eclipse
15 25 (0.62%) Android Studio
16 24 (0.59%) CircleCI
16 24 (0.59%) Maven
16 24 (0.59%) Xcode
17 23 (0.57%) Cypress.io
General
1 1,171 (28.83%) Social Skills
2 853 (21.00%) Finance
3 588 (14.48%) Analytical Skills
4 387 (9.53%) Banking
5 358 (8.81%) Public Sector
6 168 (4.14%) Front Office
7 136 (3.35%) Investment Banking
8 104 (2.56%) Documentation Skills
9 68 (1.67%) Financial Institution
9 68 (1.67%) Marketing
10 67 (1.65%) Pharmaceutical
11 56 (1.38%) Telecoms
12 52 (1.28%) Retail
13 50 (1.23%) Inclusion and Diversity
14 41 (1.01%) Legal
15 36 (0.89%) Manufacturing
15 36 (0.89%) Presentation Skills
16 25 (0.62%) Electronics
16 25 (0.62%) Military
17 24 (0.59%) Influencing Skills
Job Titles
1 705 (17.36%) Developer
2 577 (14.20%) Senior
3 464 (11.42%) Data Engineer
4 295 (7.26%) Python Developer
5 280 (6.89%) DevOps Engineer
6 273 (6.72%) Analyst
7 265 (6.52%) Python Engineer
8 234 (5.76%) AWS Engineer
9 231 (5.69%) Architect
10 225 (5.54%) Software Engineer
11 202 (4.97%) Lead
12 173 (4.26%) Data Scientist
13 169 (4.16%) Artificial Intelligence Engineer
14 154 (3.79%) Platform Engineer
15 129 (3.18%) Senior Developer
16 128 (3.15%) Data Analyst
17 104 (2.56%) Automation Engineer
18 102 (2.51%) Full-Stack Developer
19 96 (2.36%) Network Engineer
20 94 (2.31%) Consultant
Libraries, Frameworks & Software Standards
1 350 (8.62%) REST
2 274 (6.75%) React
3 271 (6.67%) Kafka
4 200 (4.92%) Node.js
5 193 (4.75%) RESTful
6 192 (4.73%) Pandas
7 190 (4.68%) PySpark
8 161 (3.96%) FastAPI
9 159 (3.91%) PyTorch
10 156 (3.84%) NumPy
11 147 (3.62%) TensorFlow
12 135 (3.32%) AngularJS
13 128 (3.15%) .NET
14 120 (2.95%) Elastic Stack
15 107 (2.63%) scikit-learn
16 98 (2.41%) pytest
17 97 (2.39%) LDAP
18 92 (2.26%) CSS
19 90 (2.22%) HTML
20 88 (2.17%) Flask
Miscellaneous
1 341 (8.39%) Cloud Native
2 169 (4.16%) Algorithms
3 163 (4.01%) Distributed Systems
4 116 (2.86%) Equities
5 115 (2.83%) Data Protection Act
6 113 (2.78%) Product Ownership
7 107 (2.63%) Foreign Exchange (FX)
8 101 (2.49%) Derivative
8 101 (2.49%) Fixed Income
9 89 (2.19%) Hedge funds
10 86 (2.12%) Data Structures
11 84 (2.07%) Onboarding
12 77 (1.90%) AI Agents
13 76 (1.87%) Enterprise Software
14 71 (1.75%) Public Cloud
15 68 (1.67%) Security Posture
16 67 (1.65%) Data Centre
17 65 (1.60%) Management Information System
18 63 (1.55%) Hybrid Cloud
19 58 (1.43%) Replication
Operating Systems
1 704 (17.33%) Linux
2 314 (7.73%) Windows
3 185 (4.55%) Unix
4 79 (1.94%) Red Hat Enterprise Linux
5 58 (1.43%) Windows Server
6 41 (1.01%) Android
7 39 (0.96%) VMS
8 35 (0.86%) Ubuntu
9 28 (0.69%) CentOS
10 20 (0.49%) Amazon Linux
10 20 (0.49%) Solaris
11 19 (0.47%) Mac OS
12 16 (0.39%) Apple iOS
13 10 (0.25%) Windows 7
14 9 (0.22%) Kali Linux
15 4 (0.098%) Debian
15 4 (0.098%) Robot Operating System
16 3 (0.074%) AIX
16 3 (0.074%) Embedded Linux
16 3 (0.074%) Windows 10
Processes & Methodologies
1 1,371 (33.75%) CI/CD
2 1,164 (28.66%) DevOps
3 977 (24.05%) Agile
4 915 (22.53%) Problem-Solving
5 759 (18.69%) AI
6 707 (17.41%) Infrastructure as Code
7 698 (17.18%) Analytics
8 620 (15.26%) Machine Learning
9 598 (14.72%) Containerisation
10 550 (13.54%) Data Pipeline
11 509 (12.53%) Software Engineering
12 480 (11.82%) Data Science
13 470 (11.57%) Data Engineering
14 450 (11.08%) Data Modelling
15 449 (11.05%) ETL
16 447 (11.00%) Test Automation
17 379 (9.33%) Business Intelligence
18 341 (8.39%) Computer Science
19 340 (8.37%) Observability
20 308 (7.58%) Microservices
Programming Languages
1 1,255 (30.90%) SQL
2 675 (16.62%) Java
3 562 (13.84%) PowerShell
4 553 (13.61%) Bash
5 434 (10.68%) JavaScript
6 242 (5.96%) Go
7 240 (5.91%) C#
7 240 (5.91%) TypeScript
8 208 (5.12%) C++
9 152 (3.74%) R
10 141 (3.47%) Perl
11 139 (3.42%) Shell Script
12 95 (2.34%) Scala
13 74 (1.82%) Ruby
14 63 (1.55%) C
15 58 (1.43%) VBA
16 54 (1.33%) Bicep
17 51 (1.26%) Kusto Query Language
18 44 (1.08%) PHP
19 37 (0.91%) Groovy
Qualifications
1 918 (22.60%) Security Cleared
2 738 (18.17%) SC Cleared
3 405 (9.97%) Degree
4 217 (5.34%) Computer Science Degree
5 140 (3.45%) DV Cleared
6 116 (2.86%) AWS Certification
7 111 (2.73%) Master's Degree
8 86 (2.12%) CISSP
9 77 (1.90%) Azure Certification
10 75 (1.85%) Cisco Certification
11 58 (1.43%) BPSS Clearance
12 54 (1.33%) MCP
13 46 (1.13%) CCNP
14 38 (0.94%) PhD
15 35 (0.86%) CCIE
16 33 (0.81%) CISM
17 32 (0.79%) CEH
18 30 (0.74%) AWS Certified Solutions Architect
19 28 (0.69%) VMware Certified Professional (VCP)
20 27 (0.66%) OSCP
Quality Assurance & Compliance
1 292 (7.19%) Data Quality
2 161 (3.96%) QA
3 144 (3.55%) GDPR
4 90 (2.22%) NIST
5 78 (1.92%) ISO/IEC 27001
6 42 (1.03%) Accessibility
7 25 (0.62%) Sarbanes-Oxley
8 24 (0.59%) PCI DSS
9 23 (0.57%) HIPAA
9 23 (0.57%) NCSC
10 21 (0.52%) SLA
11 19 (0.47%) EU AI Act
12 14 (0.34%) SOC 2
13 9 (0.22%) Actionable Recommendations
13 9 (0.22%) EMIR
13 9 (0.22%) MiFID
14 7 (0.17%) PMO
15 6 (0.15%) PSD2
16 5 (0.12%) WCAG
17 4 (0.098%) Software Quality Assurance
System Software
1 826 (20.33%) Docker
2 177 (4.36%) Active Directory
3 104 (2.56%) VMware Infrastructure
4 36 (0.89%) Virtual Machines
5 34 (0.84%) VMware NSX
6 33 (0.81%) vSphere
7 21 (0.52%) Firmware
8 18 (0.44%) HDFS
9 17 (0.42%) DFS Replication
10 16 (0.39%) Squid
11 14 (0.34%) Hyper-V
11 14 (0.34%) Oracle RAC
11 14 (0.34%) Postfix
12 12 (0.30%) KVM
13 10 (0.25%) Dovecot
13 10 (0.25%) Slurm Workload Manager
14 9 (0.22%) GPFS
14 9 (0.22%) Lustre
15 8 (0.20%) zsh
16 7 (0.17%) VMware ESXi
Systems Management
1 892 (21.96%) Terraform
2 884 (21.76%) Kubernetes
3 541 (13.32%) Ansible
4 300 (7.39%) Grafana
5 265 (6.52%) Prometheus
6 85 (2.09%) Argo
7 72 (1.77%) Puppet
8 50 (1.23%) Kibana
9 39 (0.96%) Istio
10 32 (0.79%) Nessus
11 31 (0.76%) Progress Chef
12 30 (0.74%) Single Sign-On
13 28 (0.69%) vRealize
14 25 (0.62%) ITRS Geneos
15 24 (0.59%) NetBackup
16 21 (0.52%) logstash
17 18 (0.44%) vCenter Server
18 17 (0.42%) Packer
19 16 (0.39%) Control-M
19 16 (0.39%) Proxmox
Vendors
1 498 (12.26%) Microsoft
2 341 (8.39%) Databricks
3 241 (5.93%) Google
4 225 (5.54%) Splunk
5 201 (4.95%) Oracle
6 183 (4.51%) VMware
7 133 (3.27%) Red Hat
8 114 (2.81%) ServiceNow
9 105 (2.58%) Cisco
10 86 (2.12%) OpenAI
11 82 (2.02%) CyberArk
11 82 (2.02%) F5
12 76 (1.87%) Palo Alto
13 64 (1.58%) Foundry
14 58 (1.43%) BeyondTrust
15 50 (1.23%) SAP
16 43 (1.06%) Atlassian
17 38 (0.94%) CrowdStrike
17 38 (0.94%) Dynatrace
18 37 (0.91%) IBM