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

6 months to
14 Oct 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,881 3,780 3,649
As % of all contract jobs in England 10.42% 13.44% 11.42%
As % of the Programming Languages category 39.87% 41.20% 35.14%
Number of daily rates quoted 3,182 2,504 2,524
10th Percentile £380 £363 £363
25th Percentile £447 £431 £468
Median daily rate (50th Percentile) £550 £525 £588
Median % change year-on-year +4.76% -10.64% -2.08%
75th Percentile £660 £650 £713
90th Percentile £750 £775 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -2.13%
Number of hourly rates quoted 117 72 81
10th Percentile £36.25 £31.84 £22.00
25th Percentile £47.50 £36.25 £46.18
Median hourly rate £63.48 £50.00 £68.75
Median % change year-on-year +26.96% -27.27% +5.77%
75th Percentile £77.50 £62.31 £70.00
90th Percentile £92.11 £84.25 £75.00
UK median hourly rate £62.40 £50.00 £62.50
% change year-on-year +24.80% -20.00% -3.85%

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 12,243 9,174 10,385
As % of all contract IT jobs advertised in England 26.14% 32.61% 32.50%
Number of daily rates quoted 7,916 6,144 6,872
10th Percentile £363 £350 £353
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £543
Median % change year-on-year +2.44% -5.53% -1.36%
75th Percentile £635 £626 £650
90th Percentile £738 £748 £788
UK median daily rate £525 £505 £525
% change year-on-year +3.96% -3.81% -4.55%
Number of hourly rates quoted 533 264 289
10th Percentile £21.33 £31.25 £30.00
25th Percentile £48.64 £42.25 £47.00
Median hourly rate £65.00 £56.25 £65.00
Median % change year-on-year +15.56% -13.46% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £79.00 £78.75 £75.00
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +4.00%

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 14 October 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 14 October 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 14 October 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 -4 2,900 £575 - 4,701
North of England 0 764 £500 +5.26% 735
South East -9 447 £550 +10.00% 583
Yorkshire -2 383 £500 - 202
North West -2 303 £525 +20.34% 414
South West -4 274 £550 - 344
Midlands -22 239 £475 -5.00% 296
West Midlands -17 205 £485 -3.00% 190
East of England -17 143 £478 -9.05% 360
North East -2 87 £425 -14.14% 122
East Midlands -24 34 £425 +3.66% 106
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
1 254 (5.20%) Apache Spark
2 253 (5.18%) Apache Airflow
3 206 (4.22%) Apache
4 139 (2.85%) Confluence
5 54 (1.11%) SharePoint
6 51 (1.04%) Jupyter
7 50 (1.02%) SAS
8 30 (0.61%) OpenStack
9 25 (0.51%) nginx
10 23 (0.47%) Palantir Foundry
11 22 (0.45%) IIS
12 20 (0.41%) ArcGIS
13 11 (0.23%) CMS
14 8 (0.16%) Microsoft Exchange
15 7 (0.14%) Tomcat
16 5 (0.10%) Apache Solr
16 5 (0.10%) Camunda
16 5 (0.10%) WebSphere
17 4 (0.082%) Oracle SOA Suite
18 3 (0.061%) PowerExchange
Applications
1 85 (1.74%) Microsoft Excel
2 28 (0.57%) Chatbot
3 22 (0.45%) Microsoft Office
4 16 (0.33%) Microsoft PowerPoint
5 15 (0.31%) CPLEX
6 12 (0.25%) MS Visio
7 11 (0.23%) Spreadsheet
8 3 (0.061%) Microsoft Project
9 2 (0.041%) LaTeX
9 2 (0.041%) Navisworks
9 2 (0.041%) Revit
9 2 (0.041%) Simulink
9 2 (0.041%) SPSS
10 1 (0.020%) Adobe Creative Suite
10 1 (0.020%) CINEMA 4D
10 1 (0.020%) Houdini
10 1 (0.020%) Mozilla Thunderbird
10 1 (0.020%) Weka
10 1 (0.020%) Zemax
Business Applications
1 23 (0.47%) Remedy ITSM
2 17 (0.35%) Aladdin
3 16 (0.33%) SAP S/4HANA
4 10 (0.20%) Dynamics CRM
5 8 (0.16%) Remedy AR System
6 6 (0.12%) Front Arena
6 6 (0.12%) NetSuite
6 6 (0.12%) Summit
7 5 (0.10%) Sage X3
8 4 (0.082%) Cloudability
8 4 (0.082%) Oracle EBS
8 4 (0.082%) Oracle ERP
8 4 (0.082%) Payment Gateway
8 4 (0.082%) Salesforce CRM
9 3 (0.061%) Actimize
9 3 (0.061%) Endur
9 3 (0.061%) SAP IBP
10 2 (0.041%) Oracle Assets
10 2 (0.041%) SAP ERP
10 2 (0.041%) Workday HCM
Cloud Services
1 1,813 (37.14%) AWS
2 1,706 (34.95%) Azure
3 782 (16.02%) GCP
4 642 (13.15%) GitHub
5 414 (8.48%) Serverless
6 395 (8.09%) Power Platform
7 390 (7.99%) Azure DevOps
8 388 (7.95%) GitHub Actions
9 329 (6.74%) Amazon S3
10 292 (5.98%) Snowflake
11 290 (5.94%) AWS Lambda
12 225 (4.61%) dbt
13 198 (4.06%) Azure Data Factory
14 175 (3.59%) Entra ID
15 172 (3.52%) Amazon CloudWatch
16 166 (3.40%) Amazon EKS
17 144 (2.95%) AWS CloudFormation
18 124 (2.54%) Amazon EC2
19 122 (2.50%) SaaS
20 109 (2.23%) Azure Synapse Analytics
Communications & Networking
1 263 (5.39%) Firewall
2 186 (3.81%) DNS
3 157 (3.22%) Network Security
4 150 (3.07%) TCP/IP
5 125 (2.56%) BGP
6 123 (2.52%) VPN
7 107 (2.19%) WAN
8 75 (1.54%) OSPF
9 72 (1.48%) DHCP
10 70 (1.43%) SD-WAN
11 57 (1.17%) BIG-IP
12 52 (1.07%) F5 BIG-IP LTM
13 50 (1.02%) VLAN
14 48 (0.98%) SSL
15 47 (0.96%) HTTP
15 47 (0.96%) VXLAN
16 44 (0.90%) Broadband
16 44 (0.90%) Ethernet VPN
17 43 (0.88%) Internet
18 42 (0.86%) MPLS
Database & Business Intelligence
1 351 (7.19%) Power BI
2 293 (6.00%) Data Warehouse
3 274 (5.61%) PostgreSQL
4 193 (3.95%) Metadata
5 172 (3.52%) Data Lake
6 164 (3.36%) SQL Server
7 161 (3.30%) Relational Database
8 155 (3.18%) BigQuery
9 145 (2.97%) NoSQL
10 141 (2.89%) Tableau
11 120 (2.46%) Amazon RDS
12 115 (2.36%) Amazon Redshift
12 115 (2.36%) Big Data
12 115 (2.36%) Delta Lake
13 104 (2.13%) MongoDB
14 95 (1.95%) Amazon Athena
15 86 (1.76%) MySQL
16 83 (1.70%) DynamoDB
17 67 (1.37%) Redis
18 48 (0.98%) Azure SQL Database
Development Applications
1 726 (14.87%) Git
2 466 (9.55%) Jenkins
3 440 (9.01%) GitLab
4 281 (5.76%) JIRA
5 103 (2.11%) Selenium
6 62 (1.27%) Postman
7 53 (1.09%) JMeter
8 48 (0.98%) Claude Code
9 47 (0.96%) MLflow
10 45 (0.92%) SonarQube
11 44 (0.90%) Bitbucket
12 43 (0.88%) Cucumber
13 35 (0.72%) Artifactory
14 34 (0.70%) Sonatype Nexus
15 30 (0.61%) LoadRunner
15 30 (0.61%) Maven
16 28 (0.57%) REST Assured
17 26 (0.53%) Gatling
18 25 (0.51%) Cypress.io
19 22 (0.45%) Atlassian Bamboo
General
1 1,147 (23.50%) Social Skills
2 1,125 (23.05%) Finance
3 744 (15.24%) Analytical Skills
4 458 (9.38%) Banking
5 452 (9.26%) Public Sector
6 154 (3.16%) Front Office
7 116 (2.38%) Investment Banking
8 108 (2.21%) Retail
9 90 (1.84%) Inclusion and Diversity
10 83 (1.70%) Marketing
11 76 (1.56%) Telecoms
12 70 (1.43%) Documentation Skills
13 53 (1.09%) Military
14 52 (1.07%) Aerospace
15 49 (1.00%) Law
16 44 (0.90%) Financial Institution
17 43 (0.88%) Pharmaceutical
18 37 (0.76%) Legal
19 34 (0.70%) Influencing Skills
20 32 (0.66%) Publishing
Job Titles
1 863 (17.68%) Senior
2 732 (15.00%) Data Engineer
3 726 (14.87%) Developer
4 462 (9.47%) Lead
5 370 (7.58%) Python Developer
6 324 (6.64%) DevOps Engineer
7 301 (6.17%) Python Engineer
8 269 (5.51%) Artificial Intelligence Engineer
9 259 (5.31%) Analyst
10 238 (4.88%) Software Engineer
11 204 (4.18%) Architect
12 178 (3.65%) AWS Engineer
13 175 (3.59%) Senior Data Engineer
14 166 (3.40%) Cloud Engineer
15 161 (3.30%) Platform Engineer
16 156 (3.20%) Data Scientist
17 154 (3.16%) Azure Engineer
18 151 (3.09%) Senior Developer
19 135 (2.77%) Network Engineer
20 132 (2.70%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,260 (25.81%) Terraform
2 488 (10.00%) REST
3 332 (6.80%) PySpark
4 325 (6.66%) Kafka
5 280 (5.74%) React
6 219 (4.49%) .NET
7 186 (3.81%) Django
8 182 (3.73%) FastAPI
9 175 (3.59%) JSON
10 163 (3.34%) RESTful
11 140 (2.87%) pytest
12 136 (2.79%) LangChain
13 121 (2.48%) Pandas
14 119 (2.44%) Node.js
15 115 (2.36%) OAuth
16 113 (2.32%) Flask
17 100 (2.05%) HTML
17 100 (2.05%) LangGraph
18 90 (1.84%) Model Context Protocol
19 89 (1.82%) PyTorch
Miscellaneous
1 732 (15.00%) Cloud Native
2 257 (5.27%) AI Agents
3 232 (4.75%) Distributed Systems
4 231 (4.73%) Onboarding
5 151 (3.09%) Data Centre
6 136 (2.79%) Product Ownership
7 131 (2.68%) Data Structures
8 122 (2.50%) Legacy Systems
9 111 (2.27%) Algorithms
10 109 (2.23%) Hybrid Cloud
11 107 (2.19%) Enterprise Software
12 87 (1.78%) Security Posture
13 86 (1.76%) Management Information System
14 83 (1.70%) Derivative
15 81 (1.66%) Data Protection Act
16 80 (1.64%) Public Cloud
17 77 (1.58%) PKI
18 72 (1.48%) Equities
19 58 (1.19%) Replication
20 54 (1.11%) Fixed Income
Operating Systems
1 675 (13.83%) Linux
2 316 (6.47%) Windows
3 200 (4.10%) Unix
4 138 (2.83%) Red Hat Enterprise Linux
5 79 (1.62%) Windows Server
6 43 (0.88%) Ubuntu
7 33 (0.68%) VMS
8 24 (0.49%) CentOS
9 20 (0.41%) Solaris
10 16 (0.33%) Android
11 12 (0.25%) AIX
12 11 (0.23%) Apple iOS
13 10 (0.20%) macOS
14 8 (0.16%) Amazon Linux
14 8 (0.16%) Windows 10
14 8 (0.16%) Windows Server 2019
15 7 (0.14%) zOS
16 6 (0.12%) FreeRTOS
17 4 (0.082%) Alpine Linux
17 4 (0.082%) Rocky
Processes & Methodologies
1 2,112 (43.27%) CI/CD
2 1,492 (30.57%) DevOps
3 1,389 (28.46%) AI
4 1,147 (23.50%) Infrastructure as Code
5 1,118 (22.91%) Agile
6 975 (19.98%) Analytics
7 885 (18.13%) Data Pipeline
8 823 (16.86%) Software Engineering
9 776 (15.90%) Data Engineering
10 769 (15.75%) Problem-Solving
11 719 (14.73%) Machine Learning
12 669 (13.71%) Containerisation
13 664 (13.60%) Data Modelling
14 663 (13.58%) Observability
15 636 (13.03%) Test Automation
16 605 (12.40%) Continuous Improvement
17 601 (12.31%) ETL
18 596 (12.21%) Validation
19 523 (10.72%) Platform Engineering
20 507 (10.39%) Stakeholder Management
Programming Languages
1 1,634 (33.48%) SQL
2 701 (14.36%) PowerShell
3 685 (14.03%) Bash
4 674 (13.81%) Java
5 394 (8.07%) JavaScript
6 314 (6.43%) TypeScript
7 274 (5.61%) C#
8 185 (3.79%) Go
9 131 (2.68%) Shell Script
10 130 (2.66%) Bicep
11 117 (2.40%) R
12 106 (2.17%) C++
13 97 (1.99%) Scala
14 75 (1.54%) Perl
15 57 (1.17%) Data Analysis Expressions
16 55 (1.13%) Groovy
17 46 (0.94%) Rust
18 41 (0.84%) PL/SQL
19 39 (0.80%) C
20 36 (0.74%) T-SQL
Qualifications
1 1,206 (24.71%) Security Cleared
2 959 (19.65%) SC Cleared
3 364 (7.46%) Degree
4 240 (4.92%) DV Cleared
5 150 (3.07%) AWS Certification
6 137 (2.81%) Azure Certification
7 129 (2.64%) Computer Science Degree
8 101 (2.07%) BPSS Clearance
9 95 (1.95%) CISSP
10 72 (1.48%) Cisco Certification
11 68 (1.39%) Master's Degree
12 47 (0.96%) Microsoft Certification
13 34 (0.70%) CCNP
14 33 (0.68%) PhD
15 31 (0.64%) CISM
16 30 (0.61%) ISTQB
17 29 (0.59%) AWS Certified Solutions Architect
17 29 (0.59%) CCIE
17 29 (0.59%) Microsoft Certified Professional
18 27 (0.55%) DBS Check
Quality Assurance & Compliance
1 591 (12.11%) Data Quality
2 293 (6.00%) QA
3 102 (2.09%) NIST
4 93 (1.91%) GDPR
5 88 (1.80%) ISO/IEC 27001
6 71 (1.45%) Accessibility
7 41 (0.84%) SLA
8 37 (0.76%) Actionable Recommendations
9 30 (0.61%) NCSC
10 26 (0.53%) SOC 2
11 24 (0.49%) PCI DSS
12 23 (0.47%) WCAG
13 16 (0.33%) Sarbanes-Oxley
14 13 (0.27%) HIPAA
15 9 (0.18%) ISO 20022
16 7 (0.14%) Basel III
16 7 (0.14%) California Consumer Privacy Act
17 6 (0.12%) GRC
17 6 (0.12%) MiFID
17 6 (0.12%) NIST 800
System Software
1 876 (17.95%) Docker
2 164 (3.36%) Active Directory
3 108 (2.21%) VMware Infrastructure
4 60 (1.23%) Virtual Machines
5 43 (0.88%) Hyper-V
6 30 (0.61%) VMware NSX
7 28 (0.57%) vSphere
8 19 (0.39%) NFS
9 17 (0.35%) VMware ESXi
10 16 (0.33%) Firmware
10 16 (0.33%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 10 (0.20%) Squid
13 6 (0.12%) HDFS
13 6 (0.12%) KVM
13 6 (0.12%) Postfix
14 5 (0.10%) Slurm Workload Manager
15 4 (0.082%) Ceph
15 4 (0.082%) Dovecot
15 4 (0.082%) PowerHA
Systems Management
1 1,028 (21.06%) Kubernetes
2 590 (12.09%) Ansible
3 278 (5.70%) Grafana
4 206 (4.22%) Prometheus
5 75 (1.54%) Puppet
6 70 (1.43%) Progress Chef
7 63 (1.29%) Argo
8 42 (0.86%) Single Sign-On
9 31 (0.64%) Kibana
10 26 (0.53%) Control-M
10 26 (0.53%) Istio
11 24 (0.49%) Microsoft Intune
12 22 (0.45%) Packer
13 19 (0.39%) FortiGate
14 15 (0.31%) ITRS Geneos
14 15 (0.31%) Kustomize
14 15 (0.31%) vCenter Server
15 14 (0.29%) Podman
15 14 (0.29%) VxRail
15 14 (0.29%) ZABBIX
Vendors
1 686 (14.05%) Microsoft
2 524 (10.74%) Databricks
3 347 (7.11%) Google
4 215 (4.40%) Oracle
5 187 (3.83%) Splunk
6 151 (3.09%) OpenAI
7 138 (2.83%) ServiceNow
8 137 (2.81%) VMware
9 130 (2.66%) Cisco
10 95 (1.95%) Dynatrace
11 88 (1.80%) Red Hat
12 87 (1.78%) F5
13 84 (1.72%) Palo Alto
14 82 (1.68%) Foundry
15 80 (1.64%) IBM
16 64 (1.31%) Fortinet
17 61 (1.25%) CyberArk
18 58 (1.19%) Informatica
19 54 (1.11%) SAP
20 48 (0.98%) Arista