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

6 months to
18 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 13
Rank change year-on-year 0 +3 0
Contract jobs citing Python 4,039 3,356 3,559
As % of all contract jobs in England 12.70% 12.49% 9.69%
As % of the Programming Languages category 41.46% 37.87% 32.21%
Number of daily rates quoted 2,737 2,260 2,532
10th Percentile £360 £400 £406
25th Percentile £425 £475 £475
Median daily rate (50th Percentile) £525 £575 £575
Median % change year-on-year -8.70% - -4.17%
75th Percentile £644 £700 £696
90th Percentile £750 £825 £798
UK median daily rate £525 £550 £574
% change year-on-year -4.55% -4.14% -4.38%
Number of hourly rates quoted 85 49 113
10th Percentile £27.50 £21.25 £36.50
25th Percentile £41.25 £26.50 £46.18
Median hourly rate £51.21 £52.50 £60.00
Median % change year-on-year -2.46% -12.50% -7.69%
75th Percentile £74.26 £67.50 £70.00
90th Percentile £82.60 £81.50 £76.53
UK median hourly rate £51.86 £46.18 £60.00
% change year-on-year +12.29% -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 9,742 8,861 11,049
As % of all contract IT jobs advertised in England 30.63% 32.97% 30.08%
Number of daily rates quoted 6,480 5,689 7,963
10th Percentile £350 £357 £363
25th Percentile £413 £425 £435
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 £735 £775 £763
UK median daily rate £505 £525 £550
% change year-on-year -3.81% -4.55% -3.17%
Number of hourly rates quoted 383 215 424
10th Percentile £39.68 £25.26 £35.50
25th Percentile £52.50 £44.63 £46.25
Median hourly rate £65.00 £62.50 £62.18
Median % change year-on-year +4.00% +0.52% -4.34%
75th Percentile £68.75 £68.75 £70.00
90th Percentile £75.00 £85.00 £78.53
UK median hourly rate £65.00 £62.50 £61.72
% change year-on-year +4.00% +1.26% -2.03%

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 18 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 18 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 18 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 2,340 £550 -8.33% 1,023
North of England +9 587 £480 -4.48% 666
South East +2 393 £481 -12.50% 1,277
Yorkshire +7 296 £500 -6.98% 268
Midlands +7 276 £506 +6.53% 404
North West +6 247 £450 -7.41% 288
West Midlands +16 234 £517 +3.40% 142
South West -6 178 £550 -10.20% 490
East of England +6 126 £525 +9.38% 536
North East +4 48 £488 -10.55% 114
East Midlands -16 42 £429 +7.86% 251
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
1 175 (4.33%) Apache Spark
2 174 (4.31%) Apache Airflow
3 142 (3.52%) Confluence
4 121 (3.00%) Apache
5 59 (1.46%) SAS
6 48 (1.19%) SharePoint
7 33 (0.82%) OpenStack
8 26 (0.64%) nginx
9 21 (0.52%) Jupyter
10 20 (0.50%) Microsoft Exchange
11 18 (0.45%) Appian
12 9 (0.22%) Apache Pig
13 7 (0.17%) IIS
14 6 (0.15%) Camunda
14 6 (0.15%) CMS
14 6 (0.15%) Oracle Application Server
15 5 (0.12%) Luigi
16 4 (0.099%) ArcGIS
17 3 (0.074%) Tomcat
17 3 (0.074%) Traefik
Applications
1 114 (2.82%) Microsoft Excel
2 31 (0.77%) Chatbot
3 23 (0.57%) Microsoft Office
4 19 (0.47%) Microsoft PowerPoint
5 17 (0.42%) MS Visio
6 9 (0.22%) Mozilla Thunderbird
7 8 (0.20%) Weka
8 7 (0.17%) Spreadsheet
9 3 (0.074%) LaTeX
9 3 (0.074%) Microsoft Project
10 2 (0.050%) Maya
10 2 (0.050%) NUKE
11 1 (0.025%) SPSS
11 1 (0.025%) Stata
11 1 (0.025%) Trello
Business Applications
1 16 (0.40%) Aladdin
2 12 (0.30%) SAP S/4HANA
3 10 (0.25%) Fidessa
4 3 (0.074%) Actimize
5 2 (0.050%) Bloomberg AIM
5 2 (0.050%) Dynamics CRM
5 2 (0.050%) Loan IQ
5 2 (0.050%) Remedy ITSM
5 2 (0.050%) Salesforce CRM
5 2 (0.050%) Shopify
5 2 (0.050%) Teamcenter
6 1 (0.025%) Exchequer
6 1 (0.025%) Finacle
6 1 (0.025%) IntelliMatch
6 1 (0.025%) Maximo
6 1 (0.025%) NEC Housing
6 1 (0.025%) NetSuite
6 1 (0.025%) RMDS
6 1 (0.025%) SAP ERP
6 1 (0.025%) TRIRIGA
Cloud Services
1 1,559 (38.60%) AWS
2 1,296 (32.09%) Azure
3 646 (15.99%) GCP
4 526 (13.02%) GitHub
5 393 (9.73%) Serverless
6 387 (9.58%) Power Platform
7 285 (7.06%) Amazon S3
8 277 (6.86%) GitHub Actions
9 259 (6.41%) AWS Lambda
10 257 (6.36%) Azure DevOps
11 190 (4.70%) Snowflake
12 183 (4.53%) Azure Data Factory
13 171 (4.23%) AWS CloudFormation
14 145 (3.59%) Amazon EC2
15 132 (3.27%) Amazon CloudWatch
16 131 (3.24%) Amazon ECS
17 122 (3.02%) dbt
18 117 (2.90%) Amazon EKS
18 117 (2.90%) Azure Synapse Analytics
18 117 (2.90%) OpenShift
Communications & Networking
1 215 (5.32%) Firewall
2 142 (3.52%) DNS
3 109 (2.70%) Network Security
4 108 (2.67%) TCP/IP
5 74 (1.83%) VPN
6 67 (1.66%) BGP
7 62 (1.54%) HTTP
8 60 (1.49%) SSL
9 46 (1.14%) WAN
10 40 (0.99%) OSPF
11 36 (0.89%) MPLS
11 36 (0.89%) Wireshark
12 31 (0.77%) SSH
12 31 (0.77%) Wireless
13 30 (0.74%) LAN
14 29 (0.72%) SMTP
15 28 (0.69%) DHCP
15 28 (0.69%) SD-WAN
16 24 (0.59%) FTP
17 22 (0.54%) VLAN
Database & Business Intelligence
1 333 (8.24%) Power BI
2 309 (7.65%) PostgreSQL
3 208 (5.15%) Data Warehouse
4 201 (4.98%) NoSQL
5 200 (4.95%) Relational Database
6 176 (4.36%) Data Lake
7 149 (3.69%) SQL Server
8 134 (3.32%) Big Data
9 125 (3.09%) Amazon RDS
10 122 (3.02%) Tableau
11 116 (2.87%) MySQL
12 96 (2.38%) Metadata
13 82 (2.03%) BigQuery
14 77 (1.91%) Amazon Redshift
15 72 (1.78%) Amazon Athena
16 71 (1.76%) Azure SQL Database
17 70 (1.73%) Delta Lake
17 70 (1.73%) Hadoop
17 70 (1.73%) MongoDB
18 61 (1.51%) DynamoDB
Development Applications
1 521 (12.90%) Git
2 464 (11.49%) Jenkins
3 357 (8.84%) GitLab
4 246 (6.09%) JIRA
5 70 (1.73%) Selenium
6 61 (1.51%) MLflow
7 41 (1.02%) Cucumber
7 41 (1.02%) Sonatype Nexus
8 39 (0.97%) Postman
9 35 (0.87%) SonarQube
10 31 (0.77%) Bitbucket
10 31 (0.77%) Liquibase
11 29 (0.72%) JUnit
12 27 (0.67%) Maven
13 25 (0.62%) Artifactory
13 25 (0.62%) CircleCI
14 22 (0.54%) Android Studio
14 22 (0.54%) Cypress.io
14 22 (0.54%) Eclipse
14 22 (0.54%) Gradle
General
1 1,140 (28.22%) Social Skills
2 808 (20.00%) Finance
3 574 (14.21%) Analytical Skills
4 363 (8.99%) Public Sector
5 354 (8.76%) Banking
6 150 (3.71%) Front Office
7 114 (2.82%) Documentation Skills
8 111 (2.75%) Investment Banking
9 64 (1.58%) Marketing
9 64 (1.58%) Pharmaceutical
10 62 (1.54%) Financial Institution
11 53 (1.31%) Retail
11 53 (1.31%) Telecoms
12 50 (1.24%) Inclusion and Diversity
13 38 (0.94%) Legal
13 38 (0.94%) Presentation Skills
14 36 (0.89%) Manufacturing
15 26 (0.64%) Military
16 25 (0.62%) Influencing Skills
17 19 (0.47%) Aerospace
Job Titles
1 699 (17.31%) Developer
2 576 (14.26%) Senior
3 510 (12.63%) Data Engineer
4 294 (7.28%) Python Developer
5 267 (6.61%) DevOps Engineer
6 240 (5.94%) Architect
6 240 (5.94%) Python Engineer
7 239 (5.92%) Analyst
8 217 (5.37%) AWS Engineer
9 212 (5.25%) Software Engineer
10 209 (5.17%) Lead
11 179 (4.43%) Artificial Intelligence Engineer
12 161 (3.99%) Data Scientist
13 144 (3.57%) Platform Engineer
14 126 (3.12%) Senior Developer
15 114 (2.82%) Data Analyst
16 108 (2.67%) Azure Engineer
17 106 (2.62%) Senior Data Engineer
18 101 (2.50%) Full-Stack Developer
19 97 (2.40%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 359 (8.89%) REST
2 264 (6.54%) React
3 258 (6.39%) Kafka
4 212 (5.25%) PySpark
5 195 (4.83%) Node.js
6 192 (4.75%) RESTful
7 171 (4.23%) Pandas
8 160 (3.96%) PyTorch
9 153 (3.79%) FastAPI
10 145 (3.59%) TensorFlow
11 139 (3.44%) .NET
12 137 (3.39%) NumPy
13 123 (3.05%) AngularJS
14 104 (2.57%) LDAP
15 101 (2.50%) Elastic Stack
16 100 (2.48%) scikit-learn
17 98 (2.43%) pytest
18 93 (2.30%) HTML
19 92 (2.28%) CSS
19 92 (2.28%) LangChain
Miscellaneous
1 361 (8.94%) Cloud Native
2 161 (3.99%) Algorithms
3 151 (3.74%) Distributed Systems
4 121 (3.00%) Product Ownership
5 113 (2.80%) Data Protection Act
6 110 (2.72%) Equities
7 93 (2.30%) Derivative
8 87 (2.15%) Foreign Exchange (FX)
9 85 (2.10%) Data Structures
10 84 (2.08%) Enterprise Software
10 84 (2.08%) Fixed Income
11 80 (1.98%) Onboarding
12 78 (1.93%) Hedge funds
13 76 (1.88%) AI Agents
13 76 (1.88%) Public Cloud
14 71 (1.76%) Security Posture
15 67 (1.66%) Data Centre
15 67 (1.66%) Hybrid Cloud
16 63 (1.56%) Management Information System
17 54 (1.34%) Replication
Operating Systems
1 677 (16.76%) Linux
2 302 (7.48%) Windows
3 183 (4.53%) Unix
4 77 (1.91%) Red Hat Enterprise Linux
5 54 (1.34%) Windows Server
6 39 (0.97%) Android
7 37 (0.92%) Ubuntu
8 36 (0.89%) VMS
9 29 (0.72%) CentOS
10 22 (0.54%) Solaris
11 19 (0.47%) Mac OS
12 17 (0.42%) Amazon Linux
12 17 (0.42%) Apple iOS
13 11 (0.27%) Windows 7
14 10 (0.25%) Kali Linux
15 4 (0.099%) Debian
15 4 (0.099%) Robot Operating System
15 4 (0.099%) Windows 10
16 3 (0.074%) AIX
16 3 (0.074%) Embedded Linux
Processes & Methodologies
1 1,397 (34.59%) CI/CD
2 1,147 (28.40%) DevOps
3 946 (23.42%) Agile
4 915 (22.65%) Problem-Solving
5 792 (19.61%) AI
6 719 (17.80%) Analytics
7 699 (17.31%) Infrastructure as Code
8 617 (15.28%) Containerisation
9 604 (14.95%) Machine Learning
10 579 (14.34%) Data Pipeline
11 492 (12.18%) Data Engineering
12 483 (11.96%) Software Engineering
13 475 (11.76%) Data Science
13 475 (11.76%) ETL
14 463 (11.46%) Data Modelling
15 456 (11.29%) Test Automation
16 374 (9.26%) Business Intelligence
17 333 (8.24%) Observability
18 331 (8.20%) Computer Science
19 299 (7.40%) LLM
Programming Languages
1 1,247 (30.87%) SQL
2 664 (16.44%) Java
3 538 (13.32%) PowerShell
4 521 (12.90%) Bash
5 426 (10.55%) JavaScript
6 252 (6.24%) C#
7 230 (5.69%) TypeScript
8 221 (5.47%) Go
9 196 (4.85%) C++
10 146 (3.61%) R
11 135 (3.34%) Shell Script
12 129 (3.19%) Perl
13 104 (2.57%) Scala
14 78 (1.93%) Ruby
15 55 (1.36%) Bicep
15 55 (1.36%) C
16 54 (1.34%) Kusto Query Language
17 51 (1.26%) VBA
18 44 (1.09%) PHP
19 34 (0.84%) Rust
Qualifications
1 925 (22.90%) Security Cleared
2 747 (18.49%) SC Cleared
3 392 (9.71%) Degree
4 215 (5.32%) Computer Science Degree
5 130 (3.22%) DV Cleared
6 105 (2.60%) AWS Certification
7 102 (2.53%) Master's Degree
8 77 (1.91%) Azure Certification
9 76 (1.88%) CISSP
10 73 (1.81%) Cisco Certification
11 64 (1.58%) BPSS Clearance
12 61 (1.51%) MCP
13 47 (1.16%) CCNP
14 37 (0.92%) PhD
15 35 (0.87%) CCIE
16 33 (0.82%) CISM
17 30 (0.74%) CEH
17 30 (0.74%) VMware Certified Professional (VCP)
18 28 (0.69%) Microsoft Certification
18 28 (0.69%) OSCP
Quality Assurance & Compliance
1 317 (7.85%) Data Quality
2 155 (3.84%) QA
3 144 (3.57%) GDPR
4 84 (2.08%) NIST
5 70 (1.73%) ISO/IEC 27001
6 37 (0.92%) Accessibility
7 27 (0.67%) Sarbanes-Oxley
8 24 (0.59%) PCI DSS
9 21 (0.52%) HIPAA
9 21 (0.52%) NCSC
10 20 (0.50%) SLA
11 15 (0.37%) SOC 2
12 14 (0.35%) EU AI Act
13 9 (0.22%) Actionable Recommendations
13 9 (0.22%) MiFID
14 8 (0.20%) EMIR
15 6 (0.15%) Cyber Essentials
15 6 (0.15%) PSD2
16 5 (0.12%) PMO
16 5 (0.12%) Software Quality Assurance
System Software
1 823 (20.38%) Docker
2 179 (4.43%) Active Directory
3 104 (2.57%) VMware Infrastructure
4 35 (0.87%) VMware NSX
5 31 (0.77%) Virtual Machines
5 31 (0.77%) vSphere
6 19 (0.47%) Firmware
7 18 (0.45%) HDFS
8 15 (0.37%) Squid
9 14 (0.35%) DFS Replication
9 14 (0.35%) Hyper-V
9 14 (0.35%) Oracle RAC
10 13 (0.32%) KVM
10 13 (0.32%) Postfix
11 10 (0.25%) Slurm Workload Manager
12 9 (0.22%) Dovecot
12 9 (0.22%) GPFS
12 9 (0.22%) Lustre
13 7 (0.17%) VMware ESXi
13 7 (0.17%) zsh
Systems Management
1 893 (22.11%) Terraform
2 864 (21.39%) Kubernetes
3 516 (12.78%) Ansible
4 271 (6.71%) Grafana
5 235 (5.82%) Prometheus
6 78 (1.93%) Argo
7 77 (1.91%) Puppet
8 45 (1.11%) Kibana
9 38 (0.94%) Istio
10 31 (0.77%) Nessus
11 30 (0.74%) Single Sign-On
12 27 (0.67%) vRealize
13 24 (0.59%) NetBackup
13 24 (0.59%) Progress Chef
14 19 (0.47%) ITRS Geneos
15 17 (0.42%) logstash
16 16 (0.40%) Nmap
17 15 (0.37%) Control-M
17 15 (0.37%) Proxmox
17 15 (0.37%) Rancher
Vendors
1 501 (12.40%) Microsoft
2 365 (9.04%) Databricks
3 241 (5.97%) Google
4 209 (5.17%) Oracle
5 208 (5.15%) Splunk
6 183 (4.53%) VMware
7 130 (3.22%) Red Hat
8 107 (2.65%) ServiceNow
9 106 (2.62%) Cisco
10 92 (2.28%) CyberArk
11 91 (2.25%) OpenAI
12 80 (1.98%) F5
13 76 (1.88%) Palo Alto
14 67 (1.66%) BeyondTrust
15 64 (1.58%) Foundry
16 43 (1.06%) Atlassian
17 42 (1.04%) SAP
18 38 (0.94%) Dynatrace
19 37 (0.92%) CheckPoint
20 34 (0.84%) Informatica