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

6 months to
8 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 13
Rank change year-on-year -4 +3 -1
Contract jobs citing Python 4,810 3,604 3,491
As % of all contract jobs in England 10.51% 13.05% 10.47%
As % of the Programming Languages category 39.80% 39.80% 33.08%
Number of daily rates quoted 3,171 2,474 2,578
10th Percentile £375 £363 £375
25th Percentile £447 £435 £463
Median daily rate (50th Percentile) £538 £547 £575
Median % change year-on-year -1.81% -4.80% -4.17%
75th Percentile £650 £663 £725
90th Percentile £750 £800 £850
UK median daily rate £525 £530 £575
% change year-on-year -0.94% -7.83% -4.17%
Number of hourly rates quoted 119 61 101
10th Percentile £29.70 £30.00 £22.00
25th Percentile £42.50 £36.25 £40.06
Median hourly rate £58.50 £51.44 £65.00
Median % change year-on-year +13.72% -20.86% -
75th Percentile £77.50 £59.00 £70.00
90th Percentile £88.75 £82.96 £77.50
UK median hourly rate £55.00 £50.00 £57.50
% change year-on-year +10.00% -13.04% -9.36%

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 12,084 9,056 10,554
As % of all contract IT jobs advertised in England 26.40% 32.80% 31.66%
Number of daily rates quoted 7,826 6,227 7,560
10th Percentile £363 £347 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £523 £515 £550
Median % change year-on-year +1.60% -6.36% -
75th Percentile £625 £638 £655
90th Percentile £738 £763 £788
UK median daily rate £513 £503 £530
% change year-on-year +1.99% -5.19% -3.64%
Number of hourly rates quoted 500 234 361
10th Percentile £33.43 £29.07 £30.00
25th Percentile £52.88 £38.33 £51.25
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.00 £84.85 £78.75
UK median hourly rate £65.00 £56.75 £65.00
% change year-on-year +14.54% -12.69% +8.33%

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 8 August 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 8 August 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 8 August 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 2,796 £574 -0.11% 2,994
North of England +2 759 £500 +3.63% 571
South East -10 451 £537 +7.45% 649
Yorkshire +1 389 £500 +1.42% 172
South West 0 293 £505 -6.05% 309
North West +3 288 £525 +10.53% 306
Midlands -14 245 £470 +4.44% 258
West Midlands -9 195 £469 +4.22% 145
East of England -13 138 £500 -0.25% 296
North East 0 93 £425 -18.27% 98
East Midlands -6 49 £488 +15.50% 113
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
1 257 (5.34%) Apache Airflow
2 251 (5.22%) Apache Spark
3 186 (3.87%) Apache
4 151 (3.14%) Confluence
5 53 (1.10%) Jupyter
6 45 (0.94%) SAS
7 35 (0.73%) SharePoint
8 25 (0.52%) OpenStack
9 20 (0.42%) Palantir Foundry
10 19 (0.40%) ArcGIS
11 16 (0.33%) nginx
12 12 (0.25%) IIS
13 9 (0.19%) Apache Superset
13 9 (0.19%) CMS
14 6 (0.12%) CICS
14 6 (0.12%) Tomcat
14 6 (0.12%) WebSphere
15 5 (0.10%) Camunda
15 5 (0.10%) WebSphere Application Server
16 4 (0.083%) Microsoft Exchange
Applications
1 103 (2.14%) Microsoft Excel
2 27 (0.56%) Chatbot
3 23 (0.48%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 18 (0.37%) Spreadsheet
6 17 (0.35%) MS Visio
7 16 (0.33%) CPLEX
8 3 (0.062%) Microsoft Project
9 2 (0.042%) Navisworks
9 2 (0.042%) Revit
10 1 (0.021%) CINEMA 4D
10 1 (0.021%) Houdini
10 1 (0.021%) OrCAD
10 1 (0.021%) Simulink
10 1 (0.021%) SPSS
10 1 (0.021%) Weka
10 1 (0.021%) Zemax
Business Applications
1 23 (0.48%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 14 (0.29%) Remedy ITSM
4 7 (0.15%) Dynamics CRM
4 7 (0.15%) Oracle EBS
4 7 (0.15%) SAP IBP
5 6 (0.12%) NetSuite
6 5 (0.10%) BambooHR
6 5 (0.10%) Remedy AR System
6 5 (0.10%) Sage X3
7 4 (0.083%) Oracle ERP
8 3 (0.062%) Endur
8 3 (0.062%) Salesforce CRM
8 3 (0.062%) SimCorp Dimension
8 3 (0.062%) Teamcenter
9 2 (0.042%) Front Arena
9 2 (0.042%) IBM Planning Analytics
9 2 (0.042%) Oracle Assets
9 2 (0.042%) SAP ERP
9 2 (0.042%) Workday HCM
Cloud Services
1 1,829 (38.02%) AWS
2 1,681 (34.95%) Azure
3 730 (15.18%) GCP
4 589 (12.25%) GitHub
5 443 (9.21%) Power Platform
6 393 (8.17%) Serverless
7 382 (7.94%) Azure DevOps
8 348 (7.23%) GitHub Actions
9 342 (7.11%) Amazon S3
10 299 (6.22%) AWS Lambda
11 259 (5.38%) Snowflake
12 225 (4.68%) Azure Data Factory
13 206 (4.28%) dbt
14 146 (3.04%) AWS CloudFormation
15 145 (3.01%) Amazon CloudWatch
16 142 (2.95%) Amazon EKS
17 139 (2.89%) Azure Synapse Analytics
18 122 (2.54%) OpenShift
19 120 (2.49%) Entra ID
20 111 (2.31%) Amazon EC2
Communications & Networking
1 257 (5.34%) Firewall
2 183 (3.80%) DNS
3 138 (2.87%) TCP/IP
4 111 (2.31%) BGP
4 111 (2.31%) VPN
5 102 (2.12%) WAN
6 98 (2.04%) Network Security
7 73 (1.52%) DHCP
8 66 (1.37%) OSPF
9 55 (1.14%) SD-WAN
10 51 (1.06%) VLAN
11 48 (1.00%) VXLAN
12 47 (0.98%) BIG-IP
12 47 (0.98%) HTTP
13 42 (0.87%) SSL
14 41 (0.85%) F5 BIG-IP LTM
15 38 (0.79%) Ethernet VPN
15 38 (0.79%) SNMP
16 35 (0.73%) MPLS
17 34 (0.71%) SAN
Database & Business Intelligence
1 406 (8.44%) Power BI
2 298 (6.20%) Data Warehouse
3 280 (5.82%) PostgreSQL
4 203 (4.22%) SQL Server
5 174 (3.62%) Tableau
6 169 (3.51%) Data Lake
7 162 (3.37%) Metadata
8 158 (3.28%) Relational Database
9 155 (3.22%) NoSQL
10 139 (2.89%) BigQuery
11 119 (2.47%) Amazon Redshift
11 119 (2.47%) Big Data
12 113 (2.35%) Amazon Athena
13 111 (2.31%) Delta Lake
14 98 (2.04%) Amazon RDS
15 97 (2.02%) MongoDB
16 84 (1.75%) DynamoDB
17 62 (1.29%) MySQL
18 59 (1.23%) Redis
19 57 (1.19%) Snowflake Schema
Development Applications
1 588 (12.22%) Git
2 420 (8.73%) Jenkins
3 374 (7.78%) GitLab
4 256 (5.32%) JIRA
5 75 (1.56%) Selenium
6 51 (1.06%) MLflow
7 42 (0.87%) Bitbucket
8 36 (0.75%) Postman
9 35 (0.73%) JMeter
10 34 (0.71%) SonarQube
11 28 (0.58%) Artifactory
11 28 (0.58%) Gatling
12 27 (0.56%) Cypress.io
13 26 (0.54%) Cucumber
13 26 (0.54%) Sonatype Nexus
14 25 (0.52%) Maven
15 22 (0.46%) Claude Code
15 22 (0.46%) REST Assured
16 17 (0.35%) Atlassian Bamboo
16 17 (0.35%) JUnit
General
1 1,069 (22.22%) Finance
2 1,052 (21.87%) Social Skills
3 713 (14.82%) Analytical Skills
4 492 (10.23%) Public Sector
5 378 (7.86%) Banking
6 187 (3.89%) Front Office
7 103 (2.14%) Investment Banking
8 101 (2.10%) Retail
9 100 (2.08%) Documentation Skills
10 95 (1.98%) Inclusion and Diversity
11 78 (1.62%) Marketing
12 65 (1.35%) Telecoms
13 53 (1.10%) Pharmaceutical
14 46 (0.96%) Financial Institution
14 46 (0.96%) Military
15 45 (0.94%) Aerospace
16 44 (0.91%) Publishing
17 43 (0.89%) Legal
18 36 (0.75%) Manufacturing
19 33 (0.69%) Influencing Skills
Job Titles
1 794 (16.51%) Developer
2 777 (16.15%) Senior
3 728 (15.14%) Data Engineer
4 424 (8.81%) Lead
5 413 (8.59%) Python Developer
6 294 (6.11%) Python Engineer
7 275 (5.72%) DevOps Engineer
7 275 (5.72%) Software Engineer
8 254 (5.28%) Analyst
9 248 (5.16%) Architect
10 217 (4.51%) Artificial Intelligence Engineer
11 188 (3.91%) AWS Engineer
12 176 (3.66%) Data Scientist
13 154 (3.20%) Senior Developer
14 153 (3.18%) Cloud Engineer
15 151 (3.14%) Platform Engineer
16 146 (3.04%) Senior Data Engineer
17 144 (2.99%) Azure Engineer
18 127 (2.64%) Data Analyst
19 118 (2.45%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 373 (7.75%) REST
2 326 (6.78%) PySpark
3 309 (6.42%) Kafka
4 304 (6.32%) React
5 208 (4.32%) .NET
6 174 (3.62%) JSON
7 168 (3.49%) FastAPI
8 167 (3.47%) Node.js
9 166 (3.45%) RESTful
10 163 (3.39%) Pandas
11 158 (3.28%) Django
12 125 (2.60%) LangChain
13 124 (2.58%) PyTorch
14 96 (2.00%) Flask
14 96 (2.00%) scikit-learn
14 96 (2.00%) YAML
15 95 (1.98%) NumPy
16 92 (1.91%) HTML
16 92 (1.91%) pytest
17 89 (1.85%) TensorFlow
Miscellaneous
1 666 (13.85%) Cloud Native
2 268 (5.57%) Distributed Systems
3 188 (3.91%) AI Agents
4 184 (3.83%) Onboarding
5 145 (3.01%) Data Centre
6 134 (2.79%) Product Ownership
7 120 (2.49%) Data Structures
8 119 (2.47%) Algorithms
9 118 (2.45%) Hybrid Cloud
10 112 (2.33%) Legacy Systems
11 106 (2.20%) Derivative
12 98 (2.04%) Data Protection Act
13 93 (1.93%) Equities
14 92 (1.91%) Fixed Income
15 87 (1.81%) Management Information System
16 74 (1.54%) Security Posture
17 58 (1.21%) Enterprise Software
18 56 (1.16%) PKI
19 55 (1.14%) Public Cloud
20 52 (1.08%) Self-Motivation
Operating Systems
1 612 (12.72%) Linux
2 303 (6.30%) Windows
3 199 (4.14%) Unix
4 120 (2.49%) Red Hat Enterprise Linux
5 73 (1.52%) Windows Server
6 38 (0.79%) Ubuntu
7 28 (0.58%) AIX
8 26 (0.54%) VMS
9 16 (0.33%) Android
9 16 (0.33%) Solaris
10 14 (0.29%) CentOS
11 11 (0.23%) Apple iOS
12 10 (0.21%) zOS
13 9 (0.19%) Mac OS
14 7 (0.15%) Windows 10
14 7 (0.15%) Windows Server 2019
15 6 (0.12%) Amazon Linux
15 6 (0.12%) Debian
15 6 (0.12%) Embedded Linux
16 5 (0.10%) Rocky
Processes & Methodologies
1 1,865 (38.77%) CI/CD
2 1,404 (29.19%) DevOps
3 1,213 (25.22%) AI
4 1,086 (22.58%) Agile
5 1,024 (21.29%) Analytics
6 961 (19.98%) Infrastructure as Code
7 887 (18.44%) Data Pipeline
8 809 (16.82%) Problem-Solving
9 754 (15.68%) Machine Learning
10 746 (15.51%) Software Engineering
11 715 (14.86%) Data Engineering
12 660 (13.72%) Data Modelling
13 650 (13.51%) Containerisation
14 585 (12.16%) ETL
15 563 (11.70%) Observability
16 532 (11.06%) Data Science
17 515 (10.71%) Test Automation
18 488 (10.15%) Continuous Improvement
19 474 (9.85%) Business Intelligence
20 457 (9.50%) Validation
Programming Languages
1 1,611 (33.49%) SQL
2 718 (14.93%) Java
3 660 (13.72%) PowerShell
4 644 (13.39%) Bash
5 388 (8.07%) JavaScript
6 330 (6.86%) TypeScript
7 278 (5.78%) C#
8 172 (3.58%) Go
9 136 (2.83%) R
10 116 (2.41%) C++
11 113 (2.35%) Scala
12 109 (2.27%) Bicep
13 106 (2.20%) Shell Script
14 57 (1.19%) Perl
15 54 (1.12%) C
15 54 (1.12%) Rust
16 52 (1.08%) Groovy
16 52 (1.08%) PL/SQL
17 49 (1.02%) Data Analysis Expressions
18 45 (0.94%) Ruby
Qualifications
1 1,111 (23.10%) Security Cleared
2 897 (18.65%) SC Cleared
3 392 (8.15%) Degree
4 177 (3.68%) DV Cleared
5 147 (3.06%) Computer Science Degree
6 122 (2.54%) Azure Certification
7 116 (2.41%) AWS Certification
8 100 (2.08%) BPSS Clearance
9 84 (1.75%) CISSP
10 80 (1.66%) Cisco Certification
11 63 (1.31%) Master's Degree
12 47 (0.98%) CCNP
13 43 (0.89%) Microsoft Certification
14 37 (0.77%) PhD
15 34 (0.71%) VMware Certified Professional (VCP)
16 29 (0.60%) CISM
17 27 (0.56%) CCIE
18 26 (0.54%) AWS Certified Solutions Architect
19 25 (0.52%) DBS Check
20 21 (0.44%) CCNA
Quality Assurance & Compliance
1 515 (10.71%) Data Quality
2 230 (4.78%) QA
3 109 (2.27%) GDPR
4 101 (2.10%) NIST
5 97 (2.02%) ISO/IEC 27001
6 74 (1.54%) Accessibility
7 28 (0.58%) SLA
7 28 (0.58%) WCAG
8 26 (0.54%) Sarbanes-Oxley
9 24 (0.50%) NCSC
9 24 (0.50%) PCI DSS
10 21 (0.44%) Actionable Recommendations
11 18 (0.37%) HIPAA
12 10 (0.21%) California Consumer Privacy Act
12 10 (0.21%) ISO 20022
13 9 (0.19%) SOC 2
14 7 (0.15%) GRC
15 6 (0.12%) Cyber Essentials
15 6 (0.12%) NIST 800
16 5 (0.10%) HL7
System Software
1 809 (16.82%) Docker
2 147 (3.06%) Active Directory
3 110 (2.29%) VMware Infrastructure
4 57 (1.19%) Virtual Machines
5 40 (0.83%) vSphere
6 37 (0.77%) Hyper-V
7 36 (0.75%) VMware NSX
8 28 (0.58%) Firmware
9 21 (0.44%) VMware ESXi
10 13 (0.27%) NFS
11 12 (0.25%) Virtual Desktop
12 10 (0.21%) Oracle RAC
13 9 (0.19%) Squid
14 8 (0.17%) KVM
15 7 (0.15%) HDFS
15 7 (0.15%) Postfix
15 7 (0.15%) PowerHA
16 5 (0.10%) SRDF
17 4 (0.083%) Slurm Workload Manager
17 4 (0.083%) Varnish
Systems Management
1 1,128 (23.45%) Terraform
2 927 (19.27%) Kubernetes
3 547 (11.37%) Ansible
4 283 (5.88%) Grafana
5 222 (4.62%) Prometheus
6 82 (1.70%) Puppet
7 63 (1.31%) Argo
7 63 (1.31%) Progress Chef
8 30 (0.62%) vCenter Server
9 27 (0.56%) Istio
10 24 (0.50%) Control-M
10 24 (0.50%) Single Sign-On
10 24 (0.50%) ZABBIX
11 21 (0.44%) Nagios
12 20 (0.42%) Kibana
12 20 (0.42%) Microsoft Intune
12 20 (0.42%) vRealize
13 17 (0.35%) HAProxy
13 17 (0.35%) Packer
13 17 (0.35%) Tivoli
Vendors
1 591 (12.29%) Microsoft
2 476 (9.90%) Databricks
3 285 (5.93%) Google
4 209 (4.35%) Oracle
5 188 (3.91%) Splunk
6 143 (2.97%) VMware
7 128 (2.66%) Cisco
8 121 (2.52%) OpenAI
9 113 (2.35%) ServiceNow
10 89 (1.85%) Dynatrace
10 89 (1.85%) Red Hat
11 86 (1.79%) F5
12 81 (1.68%) Palo Alto
13 71 (1.48%) IBM
14 68 (1.41%) Informatica
15 66 (1.37%) Fortinet
16 64 (1.33%) CyberArk
17 57 (1.19%) Foundry
18 53 (1.10%) SAP
19 52 (1.08%) Arista