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 17 September 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 10
Rank change year-on-year -3 0 +2
Contract jobs citing Python 4,853 3,639 3,596
As % of all contract jobs in England 10.45% 13.11% 11.00%
As % of the Programming Languages category 40.23% 40.12% 33.87%
Number of daily rates quoted 3,168 2,434 2,561
10th Percentile £375 £360 £373
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £536 £593
Median % change year-on-year +2.61% -9.54% -1.25%
75th Percentile £650 £650 £725
90th Percentile £750 £788 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -4.17%
Number of hourly rates quoted 129 73 88
10th Percentile £33.51 £31.32 £24.28
25th Percentile £43.81 £36.00 £46.23
Median hourly rate £63.48 £50.00 £69.38
Median % change year-on-year +26.96% -27.93% +6.73%
75th Percentile £80.00 £58.75 £74.00
90th Percentile £92.11 £83.00 £79.13
UK median hourly rate £61.97 £50.00 £62.50
% change year-on-year +23.95% -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 12,064 9,070 10,616
As % of all contract IT jobs advertised in England 25.99% 32.67% 32.47%
Number of daily rates quoted 7,809 6,143 7,288
10th Percentile £363 £345 £353
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £550
Median % change year-on-year +2.44% -6.82% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £523 £501 £525
% change year-on-year +4.40% -4.67% -4.55%
Number of hourly rates quoted 507 260 304
10th Percentile £28.50 £31.25 £30.73
25th Percentile £51.25 £42.25 £50.94
Median hourly rate £65.00 £55.50 £65.00
Median % change year-on-year +17.12% -14.62% +0.78%
75th Percentile £70.75 £68.00 £70.00
90th Percentile £80.90 £80.00 £79.75
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 17 September 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 17 September 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 17 September 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 -3 2,867 £575 - 7,515
North of England +1 748 £500 +5.04% 1,114
South East -5 461 £544 +8.75% 1,223
Yorkshire -2 391 £500 - 354
South West -2 285 £550 +4.76% 653
North West -3 281 £525 +10.53% 618
Midlands -21 224 £500 +5.26% 521
West Midlands -20 180 £500 - 300
East of England -10 150 £478 -9.05% 746
North East -4 88 £425 -2.86% 147
East Midlands -10 44 £469 +12.95% 221
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
1 255 (5.25%) Apache Airflow
2 237 (4.88%) Apache Spark
3 191 (3.94%) Apache
4 137 (2.82%) Confluence
5 52 (1.07%) Jupyter
6 49 (1.01%) SharePoint
7 33 (0.68%) SAS
8 29 (0.60%) OpenStack
9 22 (0.45%) Palantir Foundry
10 21 (0.43%) ArcGIS
10 21 (0.43%) nginx
11 20 (0.41%) IIS
12 7 (0.14%) CMS
12 7 (0.14%) Tomcat
13 6 (0.12%) Microsoft Exchange
13 6 (0.12%) WebSphere
14 5 (0.10%) Apache Solr
14 5 (0.10%) Apache Superset
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
Applications
1 92 (1.90%) Microsoft Excel
2 28 (0.58%) Chatbot
3 22 (0.45%) Microsoft Office
4 17 (0.35%) CPLEX
4 17 (0.35%) Spreadsheet
5 13 (0.27%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 2 (0.041%) Microsoft Project
7 2 (0.041%) Navisworks
7 2 (0.041%) Revit
8 1 (0.021%) Adobe Creative Suite
8 1 (0.021%) CINEMA 4D
8 1 (0.021%) Houdini
8 1 (0.021%) Mozilla Thunderbird
8 1 (0.021%) OrCAD
8 1 (0.021%) Simulink
8 1 (0.021%) SPSS
8 1 (0.021%) Weka
8 1 (0.021%) Zemax
Business Applications
1 18 (0.37%) Aladdin
1 18 (0.37%) Remedy ITSM
1 18 (0.37%) SAP S/4HANA
2 9 (0.19%) Dynamics CRM
3 8 (0.16%) Front Arena
3 8 (0.16%) Remedy AR System
4 7 (0.14%) SAP IBP
5 6 (0.12%) NetSuite
5 6 (0.12%) Summit
6 5 (0.10%) Oracle EBS
6 5 (0.10%) Sage X3
7 4 (0.082%) Oracle ERP
7 4 (0.082%) Salesforce CRM
8 3 (0.062%) Endur
8 3 (0.062%) Payment Gateway
8 3 (0.062%) Teamcenter
9 2 (0.041%) Actimize
9 2 (0.041%) Global One
9 2 (0.041%) Orchestrade
9 2 (0.041%) SimCorp Dimension
Cloud Services
1 1,819 (37.48%) AWS
2 1,666 (34.33%) Azure
3 744 (15.33%) GCP
4 627 (12.92%) GitHub
5 419 (8.63%) Serverless
6 418 (8.61%) Power Platform
7 379 (7.81%) GitHub Actions
8 378 (7.79%) Azure DevOps
9 334 (6.88%) Amazon S3
10 306 (6.31%) AWS Lambda
11 280 (5.77%) Snowflake
12 215 (4.43%) dbt
13 201 (4.14%) Azure Data Factory
14 160 (3.30%) Amazon CloudWatch
15 143 (2.95%) Entra ID
16 142 (2.93%) AWS CloudFormation
17 140 (2.88%) Amazon EKS
18 120 (2.47%) Amazon EC2
19 115 (2.37%) Azure Synapse Analytics
20 112 (2.31%) SaaS
Communications & Networking
1 262 (5.40%) Firewall
2 187 (3.85%) DNS
3 148 (3.05%) TCP/IP
4 134 (2.76%) Network Security
5 122 (2.51%) BGP
6 116 (2.39%) VPN
7 109 (2.25%) WAN
8 77 (1.59%) DHCP
9 70 (1.44%) OSPF
10 65 (1.34%) SD-WAN
11 56 (1.15%) BIG-IP
12 53 (1.09%) VLAN
13 50 (1.03%) VXLAN
14 49 (1.01%) F5 BIG-IP LTM
14 49 (1.01%) HTTP
15 45 (0.93%) SSL
16 42 (0.87%) Ethernet VPN
17 37 (0.76%) MPLS
18 35 (0.72%) Wireless
19 33 (0.68%) Wi-Fi
Database & Business Intelligence
1 378 (7.79%) Power BI
2 293 (6.04%) Data Warehouse
3 274 (5.65%) PostgreSQL
4 191 (3.94%) SQL Server
5 184 (3.79%) Metadata
6 164 (3.38%) Relational Database
7 162 (3.34%) Tableau
8 157 (3.24%) Data Lake
9 154 (3.17%) BigQuery
10 146 (3.01%) NoSQL
11 112 (2.31%) Amazon RDS
11 112 (2.31%) Amazon Redshift
12 111 (2.29%) Delta Lake
13 109 (2.25%) Big Data
14 108 (2.23%) Amazon Athena
15 91 (1.88%) MongoDB
16 88 (1.81%) DynamoDB
17 79 (1.63%) MySQL
18 64 (1.32%) Redis
19 51 (1.05%) Snowflake Schema
Development Applications
1 669 (13.79%) Git
2 428 (8.82%) Jenkins
3 406 (8.37%) GitLab
4 256 (5.28%) JIRA
5 94 (1.94%) Selenium
6 46 (0.95%) JMeter
6 46 (0.95%) Postman
7 44 (0.91%) SonarQube
8 39 (0.80%) Bitbucket
8 39 (0.80%) MLflow
9 37 (0.76%) Claude Code
10 34 (0.70%) Artifactory
11 29 (0.60%) Maven
12 28 (0.58%) Cucumber
13 27 (0.56%) Gatling
13 27 (0.56%) Sonatype Nexus
14 24 (0.49%) LoadRunner
15 23 (0.47%) Cypress.io
16 22 (0.45%) REST Assured
17 18 (0.37%) Atlassian Bamboo
General
1 1,130 (23.28%) Social Skills
2 1,079 (22.23%) Finance
3 742 (15.29%) Analytical Skills
4 461 (9.50%) Public Sector
5 415 (8.55%) Banking
6 161 (3.32%) Front Office
7 112 (2.31%) Investment Banking
8 100 (2.06%) Retail
9 91 (1.88%) Inclusion and Diversity
10 87 (1.79%) Marketing
11 84 (1.73%) Documentation Skills
12 74 (1.52%) Telecoms
13 51 (1.05%) Aerospace
14 50 (1.03%) Military
15 47 (0.97%) Pharmaceutical
16 44 (0.91%) Law
17 39 (0.80%) Financial Institution
18 38 (0.78%) Influencing Skills
19 37 (0.76%) Legal
20 36 (0.74%) Publishing
Job Titles
1 853 (17.58%) Senior
2 740 (15.25%) Developer
3 715 (14.73%) Data Engineer
4 437 (9.00%) Lead
5 381 (7.85%) Python Developer
6 303 (6.24%) Python Engineer
7 297 (6.12%) DevOps Engineer
8 259 (5.34%) Analyst
9 256 (5.28%) Artificial Intelligence Engineer
10 246 (5.07%) Software Engineer
11 234 (4.82%) Architect
12 182 (3.75%) AWS Engineer
13 173 (3.56%) Senior Data Engineer
14 168 (3.46%) Senior Developer
15 158 (3.26%) Cloud Engineer
15 158 (3.26%) Data Scientist
16 157 (3.24%) Platform Engineer
17 146 (3.01%) Azure Engineer
18 136 (2.80%) Network Engineer
19 123 (2.53%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,201 (24.75%) Terraform
2 437 (9.00%) REST
3 332 (6.84%) PySpark
4 309 (6.37%) Kafka
5 269 (5.54%) React
6 231 (4.76%) .NET
7 181 (3.73%) JSON
8 177 (3.65%) Django
9 172 (3.54%) FastAPI
10 165 (3.40%) RESTful
11 139 (2.86%) Node.js
11 139 (2.86%) Pandas
12 130 (2.68%) LangChain
13 122 (2.51%) pytest
14 106 (2.18%) OAuth
15 105 (2.16%) Flask
16 100 (2.06%) HTML
17 98 (2.02%) YAML
18 94 (1.94%) PyTorch
19 91 (1.88%) LangGraph
Miscellaneous
1 689 (14.20%) Cloud Native
2 262 (5.40%) Distributed Systems
3 236 (4.86%) AI Agents
4 209 (4.31%) Onboarding
5 148 (3.05%) Data Centre
6 141 (2.91%) Product Ownership
7 129 (2.66%) Data Structures
8 122 (2.51%) Legacy Systems
9 118 (2.43%) Algorithms
10 112 (2.31%) Hybrid Cloud
11 94 (1.94%) Enterprise Software
12 91 (1.88%) Management Information System
13 89 (1.83%) Data Protection Act
14 86 (1.77%) Derivative
15 78 (1.61%) Security Posture
16 73 (1.50%) Equities
17 66 (1.36%) Public Cloud
18 62 (1.28%) PKI
19 56 (1.15%) Replication
20 55 (1.13%) Fixed Income
Operating Systems
1 647 (13.33%) Linux
2 312 (6.43%) Windows
3 209 (4.31%) Unix
4 141 (2.91%) Red Hat Enterprise Linux
5 81 (1.67%) Windows Server
6 44 (0.91%) Ubuntu
7 32 (0.66%) VMS
8 21 (0.43%) CentOS
9 16 (0.33%) AIX
9 16 (0.33%) Solaris
10 15 (0.31%) Android
11 9 (0.19%) Apple iOS
12 8 (0.16%) Amazon Linux
12 8 (0.16%) Mac OS
12 8 (0.16%) Windows 10
12 8 (0.16%) Windows Server 2019
12 8 (0.16%) zOS
13 6 (0.12%) Embedded Linux
13 6 (0.12%) Rocky
14 5 (0.10%) Debian
Processes & Methodologies
1 1,995 (41.11%) CI/CD
2 1,423 (29.32%) DevOps
3 1,330 (27.41%) AI
4 1,086 (22.38%) Agile
4 1,086 (22.38%) Infrastructure as Code
5 982 (20.23%) Analytics
6 869 (17.91%) Data Pipeline
7 800 (16.48%) Problem-Solving
8 795 (16.38%) Software Engineering
9 725 (14.94%) Data Engineering
10 723 (14.90%) Machine Learning
11 672 (13.85%) Containerisation
12 649 (13.37%) Data Modelling
13 628 (12.94%) Observability
14 569 (11.72%) Continuous Improvement
15 564 (11.62%) ETL
16 560 (11.54%) Test Automation
17 531 (10.94%) Validation
18 497 (10.24%) Data Science
19 478 (9.85%) Platform Engineering
Programming Languages
1 1,631 (33.61%) SQL
2 715 (14.73%) Java
3 691 (14.24%) PowerShell
4 671 (13.83%) Bash
5 384 (7.91%) JavaScript
6 308 (6.35%) TypeScript
7 288 (5.93%) C#
8 176 (3.63%) Go
9 129 (2.66%) R
10 123 (2.53%) Shell Script
11 119 (2.45%) Bicep
12 115 (2.37%) C++
13 108 (2.23%) Scala
14 72 (1.48%) Perl
15 55 (1.13%) Data Analysis Expressions
16 54 (1.11%) Groovy
17 52 (1.07%) C
17 52 (1.07%) Rust
18 47 (0.97%) PL/SQL
19 41 (0.84%) Ruby
Qualifications
1 1,175 (24.21%) Security Cleared
2 943 (19.43%) SC Cleared
3 382 (7.87%) Degree
4 221 (4.55%) DV Cleared
5 141 (2.91%) Azure Certification
6 139 (2.86%) Computer Science Degree
7 125 (2.58%) AWS Certification
8 92 (1.90%) BPSS Clearance
9 91 (1.88%) CISSP
10 80 (1.65%) Cisco Certification
11 58 (1.20%) Master's Degree
12 47 (0.97%) Microsoft Certification
13 40 (0.82%) CCNP
14 34 (0.70%) PhD
14 34 (0.70%) VMware Certified Professional (VCP)
15 31 (0.64%) CISM
16 30 (0.62%) AWS Certified Solutions Architect
17 27 (0.56%) CCIE
18 25 (0.52%) DBS Check
19 23 (0.47%) ISTQB
Quality Assurance & Compliance
1 550 (11.33%) Data Quality
2 275 (5.67%) QA
3 108 (2.23%) NIST
4 94 (1.94%) ISO/IEC 27001
5 89 (1.83%) GDPR
6 70 (1.44%) Accessibility
7 36 (0.74%) SLA
8 34 (0.70%) Actionable Recommendations
9 27 (0.56%) NCSC
10 23 (0.47%) PCI DSS
10 23 (0.47%) WCAG
11 20 (0.41%) Sarbanes-Oxley
12 17 (0.35%) SOC 2
13 14 (0.29%) HIPAA
14 10 (0.21%) ISO 20022
15 8 (0.16%) Cyber Essentials
16 6 (0.12%) Basel III
16 6 (0.12%) California Consumer Privacy Act
16 6 (0.12%) MiFID
16 6 (0.12%) NIST 800
System Software
1 836 (17.23%) Docker
2 155 (3.19%) Active Directory
3 116 (2.39%) VMware Infrastructure
4 60 (1.24%) Virtual Machines
5 46 (0.95%) Hyper-V
6 37 (0.76%) VMware NSX
7 34 (0.70%) vSphere
8 20 (0.41%) VMware ESXi
9 19 (0.39%) Firmware
9 19 (0.39%) NFS
10 12 (0.25%) Oracle RAC
11 11 (0.23%) Virtual Desktop
12 10 (0.21%) Squid
13 7 (0.14%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) Slurm Workload Manager
15 4 (0.082%) Ceph
15 4 (0.082%) Dovecot
15 4 (0.082%) HDFS
15 4 (0.082%) PowerHA
Systems Management
1 963 (19.84%) Kubernetes
2 577 (11.89%) Ansible
3 272 (5.60%) Grafana
4 200 (4.12%) Prometheus
5 77 (1.59%) Puppet
6 70 (1.44%) Progress Chef
7 60 (1.24%) Argo
8 35 (0.72%) Single Sign-On
9 26 (0.54%) Control-M
10 25 (0.52%) Kibana
11 24 (0.49%) Microsoft Intune
12 23 (0.47%) Istio
13 21 (0.43%) vCenter Server
14 20 (0.41%) FortiGate
14 20 (0.41%) vRealize
15 19 (0.39%) Packer
15 19 (0.39%) ZABBIX
16 17 (0.35%) HAProxy
16 17 (0.35%) Nagios
17 16 (0.33%) ITRS Geneos
Vendors
1 636 (13.11%) Microsoft
2 500 (10.30%) Databricks
3 309 (6.37%) Google
4 204 (4.20%) Oracle
5 186 (3.83%) Splunk
6 153 (3.15%) VMware
7 140 (2.88%) Cisco
8 136 (2.80%) OpenAI
9 115 (2.37%) ServiceNow
10 93 (1.92%) Red Hat
11 91 (1.88%) Dynatrace
12 86 (1.77%) F5
13 83 (1.71%) Palo Alto
14 76 (1.57%) IBM
15 70 (1.44%) Foundry
16 69 (1.42%) Fortinet
17 62 (1.28%) CyberArk
18 61 (1.26%) SAP
19 59 (1.22%) Informatica
20 50 (1.03%) Arista