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

6 months to
4 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 13
Rank change year-on-year 0 +3 -1
Contract jobs citing Python 4,022 3,362 3,536
As % of all contract jobs in England 12.79% 12.23% 9.74%
As % of the Programming Languages category 41.49% 37.60% 32.20%
Number of daily rates quoted 2,709 2,262 2,576
10th Percentile £360 £394 £406
25th Percentile £425 £475 £481
Median daily rate (50th Percentile) £525 £578 £575
Median % change year-on-year -9.09% +0.43% -4.17%
75th Percentile £648 £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 89 50 109
10th Percentile £29.50 £21.25 £37.25
25th Percentile £41.94 £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 £74.26 £70.31 £70.00
90th Percentile £84.00 £80.75 £76.72
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 9,693 8,941 10,980
As % of all contract IT jobs advertised in England 30.81% 32.54% 30.23%
Number of daily rates quoted 6,452 5,770 7,970
10th Percentile £350 £356 £363
25th Percentile £413 £425 £438
Median daily rate (50th Percentile) £513 £538 £550
Median % change year-on-year -4.65% -2.27% -4.35%
75th Percentile £625 £650 £663
90th Percentile £738 £774 £768
UK median daily rate £503 £525 £550
% change year-on-year -4.29% -4.55% -2.65%
Number of hourly rates quoted 363 212 391
10th Percentile £39.31 £25.36 £35.00
25th Percentile £52.25 £44.63 £47.50
Median hourly rate £65.00 £62.75 £62.50
Median % change year-on-year +3.59% +0.40% -3.85%
75th Percentile £68.75 £68.75 £70.00
90th Percentile £75.00 £85.00 £78.75
UK median hourly rate £65.00 £62.50 £62.18
% change year-on-year +4.00% +0.52% -1.04%

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 4 January 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 4 January 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 4 January 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 2,307 £550 -8.33% 1,879
North of England +9 582 £480 -4.95% 873
South East +2 391 £485 -9.77% 1,626
Yorkshire +8 296 £500 -6.98% 394
Midlands +9 285 £500 +5.26% 695
North West +6 243 £450 -6.25% 379
West Midlands +18 238 £511 +2.15% 360
South West -6 182 £550 -9.09% 530
East of England +7 134 £525 +9.38% 705
North East +8 48 £488 -13.72% 105
East Midlands -15 47 £414 +3.38% 300
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
1 190 (4.72%) Apache Airflow
2 184 (4.57%) Apache Spark
3 141 (3.51%) Confluence
4 132 (3.28%) Apache
5 58 (1.44%) SAS
6 47 (1.17%) SharePoint
7 33 (0.82%) OpenStack
8 28 (0.70%) nginx
9 20 (0.50%) Jupyter
10 19 (0.47%) Microsoft Exchange
11 16 (0.40%) Appian
12 9 (0.22%) Apache Pig
12 9 (0.22%) IIS
13 6 (0.15%) Camunda
13 6 (0.15%) CMS
13 6 (0.15%) Oracle Application Server
14 4 (0.099%) ArcGIS
14 4 (0.099%) Luigi
14 4 (0.099%) Tomcat
15 3 (0.075%) Ethereum
Applications
1 120 (2.98%) Microsoft Excel
2 29 (0.72%) Chatbot
3 21 (0.52%) Microsoft Office
4 19 (0.47%) 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 (0.050%) LaTeX
9 2 (0.050%) Maya
9 2 (0.050%) Microsoft Project
9 2 (0.050%) NUKE
10 1 (0.025%) CPLEX
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 15 (0.37%) Aladdin
2 12 (0.30%) SAP S/4HANA
3 6 (0.15%) Fidessa
4 3 (0.075%) Actimize
4 3 (0.075%) Salesforce CRM
4 3 (0.075%) Teamcenter
5 2 (0.050%) Dynamics CRM
5 2 (0.050%) Loan IQ
5 2 (0.050%) Maximo
5 2 (0.050%) NEC Housing
5 2 (0.050%) Remedy ITSM
5 2 (0.050%) Shopify
6 1 (0.025%) Cerner Millennium
6 1 (0.025%) Exchequer
6 1 (0.025%) Finacle
6 1 (0.025%) ION MarketView
6 1 (0.025%) NetSuite
6 1 (0.025%) RMDS
6 1 (0.025%) SAP BPC
6 1 (0.025%) SAP ERP
Cloud Services
1 1,561 (38.81%) AWS
2 1,272 (31.63%) Azure
3 638 (15.86%) GCP
4 517 (12.85%) GitHub
5 390 (9.70%) Serverless
6 388 (9.65%) Power Platform
7 284 (7.06%) Amazon S3
8 278 (6.91%) GitHub Actions
9 255 (6.34%) AWS Lambda
10 251 (6.24%) Azure DevOps
11 194 (4.82%) Snowflake
12 172 (4.28%) Azure Data Factory
13 163 (4.05%) AWS CloudFormation
14 145 (3.61%) Amazon EC2
15 135 (3.36%) Amazon CloudWatch
16 130 (3.23%) Amazon ECS
17 126 (3.13%) dbt
18 119 (2.96%) OpenShift
19 115 (2.86%) Amazon EKS
20 110 (2.73%) Azure Synapse Analytics
Communications & Networking
1 223 (5.54%) Firewall
2 156 (3.88%) DNS
3 112 (2.78%) TCP/IP
4 110 (2.73%) Network Security
5 73 (1.82%) VPN
6 71 (1.77%) HTTP
7 69 (1.72%) SSL
8 67 (1.67%) BGP
9 45 (1.12%) WAN
10 41 (1.02%) OSPF
11 38 (0.94%) SMTP
12 37 (0.92%) SSH
12 37 (0.92%) Wireshark
13 36 (0.90%) MPLS
14 33 (0.82%) Wireless
15 32 (0.80%) FTP
16 30 (0.75%) SD-WAN
17 29 (0.72%) LAN
18 26 (0.65%) DHCP
19 22 (0.55%) VLAN
Database & Business Intelligence
1 335 (8.33%) Power BI
2 315 (7.83%) PostgreSQL
3 206 (5.12%) Data Warehouse
4 205 (5.10%) NoSQL
5 203 (5.05%) Relational Database
6 174 (4.33%) Data Lake
7 146 (3.63%) Big Data
8 136 (3.38%) SQL Server
9 128 (3.18%) Tableau
10 127 (3.16%) Amazon RDS
11 110 (2.73%) MySQL
12 91 (2.26%) Metadata
13 85 (2.11%) BigQuery
14 81 (2.01%) Hadoop
15 77 (1.91%) Amazon Redshift
16 75 (1.86%) MongoDB
17 74 (1.84%) Amazon Athena
18 69 (1.72%) Azure SQL Database
19 62 (1.54%) DynamoDB
20 61 (1.52%) Elasticsearch
Development Applications
1 530 (13.18%) Git
2 477 (11.86%) Jenkins
3 357 (8.88%) GitLab
4 239 (5.94%) JIRA
5 72 (1.79%) Selenium
6 59 (1.47%) MLflow
7 43 (1.07%) SonarQube
8 42 (1.04%) Cucumber
9 40 (0.99%) Sonatype Nexus
10 35 (0.87%) Bitbucket
10 35 (0.87%) Liquibase
11 29 (0.72%) JUnit
11 29 (0.72%) Postman
12 26 (0.65%) Artifactory
13 25 (0.62%) Eclipse
14 24 (0.60%) Android Studio
14 24 (0.60%) CircleCI
14 24 (0.60%) Maven
15 23 (0.57%) Xcode
16 22 (0.55%) Cypress.io
General
1 1,152 (28.64%) Social Skills
2 833 (20.71%) Finance
3 575 (14.30%) Analytical Skills
4 367 (9.12%) Banking
5 359 (8.93%) Public Sector
6 160 (3.98%) Front Office
7 126 (3.13%) Investment Banking
8 107 (2.66%) Documentation Skills
9 66 (1.64%) Marketing
10 65 (1.62%) Financial Institution
10 65 (1.62%) Pharmaceutical
11 55 (1.37%) Telecoms
12 51 (1.27%) Inclusion and Diversity
12 51 (1.27%) Retail
13 40 (0.99%) Legal
14 35 (0.87%) Manufacturing
14 35 (0.87%) Presentation Skills
15 25 (0.62%) Military
16 24 (0.60%) Influencing Skills
17 23 (0.57%) Electronics
Job Titles
1 689 (17.13%) Developer
2 575 (14.30%) Senior
3 477 (11.86%) Data Engineer
4 291 (7.24%) Python Developer
5 274 (6.81%) DevOps Engineer
6 264 (6.56%) Analyst
7 252 (6.27%) Python Engineer
8 233 (5.79%) Architect
9 227 (5.64%) AWS Engineer
10 219 (5.45%) Software Engineer
11 202 (5.02%) Lead
12 178 (4.43%) Artificial Intelligence Engineer
13 166 (4.13%) Data Scientist
14 149 (3.70%) Platform Engineer
15 130 (3.23%) Senior Developer
16 125 (3.11%) Data Analyst
17 104 (2.59%) Full-Stack Developer
18 99 (2.46%) Azure Engineer
19 98 (2.44%) Automation Engineer
20 95 (2.36%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 357 (8.88%) REST
2 266 (6.61%) React
3 260 (6.46%) Kafka
4 198 (4.92%) PySpark
5 194 (4.82%) Node.js
6 187 (4.65%) Pandas
7 186 (4.62%) RESTful
8 160 (3.98%) FastAPI
9 152 (3.78%) PyTorch
10 149 (3.70%) NumPy
11 142 (3.53%) TensorFlow
12 134 (3.33%) AngularJS
13 130 (3.23%) .NET
14 112 (2.78%) Elastic Stack
15 104 (2.59%) LDAP
16 100 (2.49%) scikit-learn
17 98 (2.44%) pytest
18 96 (2.39%) CSS
19 94 (2.34%) HTML
20 92 (2.29%) LangChain
Miscellaneous
1 339 (8.43%) Cloud Native
2 164 (4.08%) Algorithms
3 155 (3.85%) Distributed Systems
4 115 (2.86%) Equities
5 111 (2.76%) Product Ownership
6 110 (2.73%) Data Protection Act
7 100 (2.49%) Derivative
8 98 (2.44%) Foreign Exchange (FX)
9 91 (2.26%) Fixed Income
10 85 (2.11%) Enterprise Software
11 84 (2.09%) Data Structures
11 84 (2.09%) Hedge funds
12 80 (1.99%) AI Agents
12 80 (1.99%) Onboarding
13 72 (1.79%) Security Posture
14 70 (1.74%) Public Cloud
15 65 (1.62%) Data Centre
15 65 (1.62%) Hybrid Cloud
15 65 (1.62%) Management Information System
16 56 (1.39%) Replication
Operating Systems
1 685 (17.03%) Linux
2 307 (7.63%) Windows
3 180 (4.48%) Unix
4 78 (1.94%) Red Hat Enterprise Linux
5 57 (1.42%) Windows Server
6 40 (0.99%) Android
6 40 (0.99%) VMS
7 35 (0.87%) Ubuntu
8 29 (0.72%) CentOS
9 21 (0.52%) Solaris
10 19 (0.47%) Amazon Linux
11 18 (0.45%) Mac OS
12 16 (0.40%) Apple iOS
13 10 (0.25%) Windows 7
14 9 (0.22%) Kali Linux
15 4 (0.099%) Robot Operating System
16 3 (0.075%) AIX
16 3 (0.075%) Debian
16 3 (0.075%) Embedded Linux
16 3 (0.075%) Windows 10
Processes & Methodologies
1 1,372 (34.11%) CI/CD
2 1,157 (28.77%) DevOps
3 957 (23.79%) Agile
4 905 (22.50%) Problem-Solving
5 773 (19.22%) AI
6 705 (17.53%) Analytics
7 697 (17.33%) Infrastructure as Code
8 606 (15.07%) Containerisation
9 605 (15.04%) Machine Learning
10 565 (14.05%) Data Pipeline
11 495 (12.31%) Software Engineering
12 477 (11.86%) Data Engineering
13 473 (11.76%) Data Science
14 459 (11.41%) ETL
15 455 (11.31%) Data Modelling
16 446 (11.09%) Test Automation
17 377 (9.37%) Business Intelligence
18 338 (8.40%) Observability
19 333 (8.28%) Computer Science
20 301 (7.48%) Microservices
Programming Languages
1 1,242 (30.88%) SQL
2 652 (16.21%) Java
3 554 (13.77%) PowerShell
4 541 (13.45%) Bash
5 429 (10.67%) JavaScript
6 240 (5.97%) C#
7 230 (5.72%) TypeScript
8 227 (5.64%) Go
9 202 (5.02%) C++
10 150 (3.73%) R
11 137 (3.41%) Perl
12 135 (3.36%) Shell Script
13 96 (2.39%) Scala
14 76 (1.89%) Ruby
15 57 (1.42%) C
16 55 (1.37%) VBA
17 54 (1.34%) Bicep
18 52 (1.29%) Kusto Query Language
19 44 (1.09%) PHP
20 36 (0.90%) Groovy
Qualifications
1 928 (23.07%) Security Cleared
2 751 (18.67%) SC Cleared
3 397 (9.87%) Degree
4 212 (5.27%) Computer Science Degree
5 140 (3.48%) DV Cleared
6 111 (2.76%) AWS Certification
7 106 (2.64%) Master's Degree
8 81 (2.01%) CISSP
9 77 (1.91%) Azure Certification
10 74 (1.84%) Cisco Certification
11 59 (1.47%) BPSS Clearance
11 59 (1.47%) MCP
12 46 (1.14%) CCNP
13 38 (0.94%) PhD
14 34 (0.85%) CCIE
14 34 (0.85%) CISM
15 32 (0.80%) CEH
16 29 (0.72%) VMware Certified Professional (VCP)
17 27 (0.67%) Microsoft Certification
17 27 (0.67%) OSCP
Quality Assurance & Compliance
1 302 (7.51%) Data Quality
2 159 (3.95%) QA
3 138 (3.43%) GDPR
4 84 (2.09%) NIST
5 71 (1.77%) ISO/IEC 27001
6 40 (0.99%) Accessibility
7 26 (0.65%) Sarbanes-Oxley
8 23 (0.57%) NCSC
9 22 (0.55%) HIPAA
9 22 (0.55%) PCI DSS
10 20 (0.50%) SLA
11 15 (0.37%) EU AI Act
12 13 (0.32%) SOC 2
13 9 (0.22%) Actionable Recommendations
13 9 (0.22%) EMIR
13 9 (0.22%) MiFID
14 6 (0.15%) PMO
14 6 (0.15%) PSD2
15 5 (0.12%) Cyber Essentials
15 5 (0.12%) Software Quality Assurance
System Software
1 825 (20.51%) Docker
2 180 (4.48%) Active Directory
3 104 (2.59%) VMware Infrastructure
4 37 (0.92%) VMware NSX
5 34 (0.85%) vSphere
6 32 (0.80%) Virtual Machines
7 22 (0.55%) Firmware
8 18 (0.45%) HDFS
9 16 (0.40%) DFS Replication
9 16 (0.40%) Squid
10 14 (0.35%) Hyper-V
10 14 (0.35%) Oracle RAC
10 14 (0.35%) Postfix
11 13 (0.32%) KVM
12 10 (0.25%) Dovecot
12 10 (0.25%) Slurm Workload Manager
13 9 (0.22%) GPFS
13 9 (0.22%) Lustre
14 8 (0.20%) zsh
15 6 (0.15%) VMware ESXi
Systems Management
1 882 (21.93%) Terraform
2 870 (21.63%) Kubernetes
3 528 (13.13%) Ansible
4 290 (7.21%) Grafana
5 254 (6.32%) Prometheus
6 83 (2.06%) Argo
7 74 (1.84%) Puppet
8 46 (1.14%) Kibana
9 39 (0.97%) Istio
10 31 (0.77%) Nessus
11 30 (0.75%) Single Sign-On
12 28 (0.70%) vRealize
13 25 (0.62%) Progress Chef
14 24 (0.60%) NetBackup
15 23 (0.57%) ITRS Geneos
16 19 (0.47%) logstash
17 16 (0.40%) Packer
17 16 (0.40%) Proxmox
17 16 (0.40%) vCenter Server
18 15 (0.37%) Control-M
Vendors
1 496 (12.33%) Microsoft
2 347 (8.63%) Databricks
3 232 (5.77%) Google
4 215 (5.35%) Splunk
5 200 (4.97%) Oracle
6 184 (4.57%) VMware
7 135 (3.36%) Red Hat
8 105 (2.61%) ServiceNow
9 104 (2.59%) Cisco
10 90 (2.24%) CyberArk
11 87 (2.16%) OpenAI
12 81 (2.01%) F5
13 75 (1.86%) Palo Alto
14 65 (1.62%) BeyondTrust
15 63 (1.57%) Foundry
16 45 (1.12%) SAP
17 43 (1.07%) Atlassian
18 40 (0.99%) Dynatrace
19 36 (0.90%) CheckPoint
20 34 (0.85%) Centrify