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

6 months to
16 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,810 3,622 3,536
As % of all contract jobs in England 10.49% 13.03% 10.65%
As % of the Programming Languages category 39.85% 39.91% 33.36%
Number of daily rates quoted 3,181 2,468 2,618
10th Percentile £380 £360 £375
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £545 £537 £580
Median % change year-on-year +1.49% -7.41% -3.33%
75th Percentile £650 £660 £725
90th Percentile £750 £800 £850
UK median daily rate £530 £525 £575
% change year-on-year +0.95% -8.70% -4.17%
Number of hourly rates quoted 117 63 99
10th Percentile £30.82 £33.91 £22.00
25th Percentile £43.81 £36.25 £40.28
Median hourly rate £62.00 £52.50 £65.00
Median % change year-on-year +18.10% -19.23% -
75th Percentile £77.50 £62.38 £70.00
90th Percentile £88.75 £84.59 £77.50
UK median hourly rate £56.50 £50.00 £56.25
% change year-on-year +13.00% -11.11% -13.04%

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 12,071 9,076 10,599
As % of all contract IT jobs advertised in England 26.32% 32.66% 31.93%
Number of daily rates quoted 7,833 6,215 7,567
10th Percentile £363 £345 £358
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £550
Median % change year-on-year +1.94% -6.36% -
75th Percentile £625 £638 £653
90th Percentile £738 £750 £788
UK median daily rate £515 £503 £533
% change year-on-year +2.49% -5.72% -3.09%
Number of hourly rates quoted 495 247 354
10th Percentile £33.70 £29.07 £30.11
25th Percentile £53.53 £40.00 £51.06
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 £79.00 £83.58 £78.75
UK median hourly rate £65.00 £56.00 £65.00
% change year-on-year +16.07% -13.85% +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 16 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 16 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 16 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 2,787 £575 - 3,104
North of England +2 757 £500 +2.04% 549
South East -10 458 £537 +7.40% 666
Yorkshire +1 388 £500 - 153
South West -2 297 £505 -3.81% 302
North West 0 286 £525 +10.53% 304
Midlands -15 247 £475 +2.70% 242
West Midlands -14 198 £469 -1.26% 140
East of England -11 142 £500 -0.50% 273
North East -1 94 £425 -18.27% 96
East Midlands -13 48 £495 +16.47% 101
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
1 262 (5.45%) Apache Airflow
2 252 (5.24%) Apache Spark
3 192 (3.99%) Apache
4 147 (3.06%) Confluence
5 52 (1.08%) Jupyter
6 45 (0.94%) SAS
7 39 (0.81%) SharePoint
8 25 (0.52%) OpenStack
9 20 (0.42%) Palantir Foundry
10 19 (0.40%) ArcGIS
11 15 (0.31%) nginx
12 12 (0.25%) IIS
13 8 (0.17%) CMS
14 7 (0.15%) Apache Superset
15 6 (0.12%) CICS
15 6 (0.12%) Tomcat
15 6 (0.12%) WebSphere
16 5 (0.10%) Apache Solr
16 5 (0.10%) Oracle SOA Suite
16 5 (0.10%) WebSphere Application Server
Applications
1 96 (2.00%) Microsoft Excel
2 27 (0.56%) Chatbot
3 21 (0.44%) Microsoft Office
4 19 (0.40%) Microsoft PowerPoint
5 17 (0.35%) CPLEX
5 17 (0.35%) Spreadsheet
6 15 (0.31%) MS Visio
7 3 (0.062%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 22 (0.46%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 16 (0.33%) 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
5 6 (0.12%) Remedy AR System
6 5 (0.10%) BambooHR
6 5 (0.10%) Sage X3
7 4 (0.083%) Oracle ERP
8 3 (0.062%) Endur
8 3 (0.062%) Front Arena
8 3 (0.062%) Salesforce CRM
8 3 (0.062%) SimCorp Dimension
8 3 (0.062%) Teamcenter
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 1,844 (38.34%) AWS
2 1,676 (34.84%) Azure
3 725 (15.07%) GCP
4 585 (12.16%) GitHub
5 435 (9.04%) Power Platform
6 395 (8.21%) Serverless
7 380 (7.90%) Azure DevOps
8 348 (7.23%) GitHub Actions
9 336 (6.99%) Amazon S3
10 299 (6.22%) AWS Lambda
11 264 (5.49%) Snowflake
12 219 (4.55%) Azure Data Factory
13 204 (4.24%) dbt
14 147 (3.06%) AWS CloudFormation
15 146 (3.04%) Amazon CloudWatch
16 142 (2.95%) Amazon EKS
17 131 (2.72%) Azure Synapse Analytics
18 121 (2.52%) Entra ID
19 114 (2.37%) Amazon EC2
20 112 (2.33%) OpenShift
Communications & Networking
1 264 (5.49%) Firewall
2 188 (3.91%) DNS
3 142 (2.95%) TCP/IP
4 115 (2.39%) BGP
4 115 (2.39%) VPN
5 109 (2.27%) Network Security
6 103 (2.14%) WAN
7 76 (1.58%) DHCP
8 65 (1.35%) OSPF
9 55 (1.14%) SD-WAN
10 52 (1.08%) VLAN
11 51 (1.06%) VXLAN
12 47 (0.98%) BIG-IP
12 47 (0.98%) HTTP
13 42 (0.87%) F5 BIG-IP LTM
13 42 (0.87%) SSL
14 40 (0.83%) Ethernet VPN
15 38 (0.79%) SNMP
16 36 (0.75%) MPLS
17 33 (0.69%) SAN
Database & Business Intelligence
1 400 (8.32%) Power BI
2 297 (6.17%) Data Warehouse
3 272 (5.65%) PostgreSQL
4 198 (4.12%) SQL Server
5 177 (3.68%) Tableau
6 168 (3.49%) Metadata
7 161 (3.35%) Data Lake
8 159 (3.31%) Relational Database
9 149 (3.10%) NoSQL
10 144 (2.99%) BigQuery
11 119 (2.47%) Amazon Redshift
11 119 (2.47%) Big Data
12 114 (2.37%) Amazon Athena
13 109 (2.27%) Delta Lake
14 100 (2.08%) Amazon RDS
15 91 (1.89%) MongoDB
16 82 (1.70%) DynamoDB
17 64 (1.33%) MySQL
18 57 (1.19%) Redis
19 56 (1.16%) Snowflake Schema
Development Applications
1 603 (12.54%) Git
2 421 (8.75%) Jenkins
3 379 (7.88%) GitLab
4 244 (5.07%) JIRA
5 76 (1.58%) Selenium
6 45 (0.94%) MLflow
7 43 (0.89%) Postman
8 42 (0.87%) JMeter
9 40 (0.83%) Bitbucket
10 37 (0.77%) SonarQube
11 29 (0.60%) Artifactory
12 28 (0.58%) Gatling
13 27 (0.56%) Claude Code
13 27 (0.56%) Cucumber
14 25 (0.52%) Maven
14 25 (0.52%) Sonatype Nexus
15 24 (0.50%) Cypress.io
15 24 (0.50%) LoadRunner
16 19 (0.40%) REST Assured
17 18 (0.37%) Robot Framework
General
1 1,060 (22.04%) Finance
2 1,055 (21.93%) Social Skills
3 715 (14.86%) Analytical Skills
4 478 (9.94%) Public Sector
5 383 (7.96%) Banking
6 180 (3.74%) Front Office
7 106 (2.20%) Investment Banking
8 100 (2.08%) Retail
9 97 (2.02%) Inclusion and Diversity
10 92 (1.91%) Documentation Skills
11 78 (1.62%) Marketing
12 67 (1.39%) Telecoms
13 51 (1.06%) Pharmaceutical
14 46 (0.96%) Aerospace
15 44 (0.91%) Financial Institution
16 43 (0.89%) Military
17 42 (0.87%) Legal
18 39 (0.81%) Publishing
19 36 (0.75%) Manufacturing
20 34 (0.71%) Law
Job Titles
1 787 (16.36%) Senior
2 761 (15.82%) Developer
3 722 (15.01%) Data Engineer
4 438 (9.11%) Lead
5 400 (8.32%) Python Developer
6 302 (6.28%) Python Engineer
7 275 (5.72%) DevOps Engineer
8 267 (5.55%) Software Engineer
9 251 (5.22%) Analyst
10 239 (4.97%) Architect
11 223 (4.64%) Artificial Intelligence Engineer
12 193 (4.01%) AWS Engineer
13 168 (3.49%) Data Scientist
14 158 (3.28%) Cloud Engineer
15 153 (3.18%) Platform Engineer
15 153 (3.18%) Senior Developer
16 146 (3.04%) Senior Data Engineer
17 141 (2.93%) Azure Engineer
18 125 (2.60%) Data Analyst
19 113 (2.35%) Network Engineer
Libraries, Frameworks & Software Standards
1 387 (8.05%) REST
2 335 (6.96%) PySpark
3 308 (6.40%) Kafka
4 288 (5.99%) React
5 213 (4.43%) .NET
6 172 (3.58%) JSON
7 164 (3.41%) RESTful
8 162 (3.37%) Django
8 162 (3.37%) FastAPI
9 153 (3.18%) Node.js
9 153 (3.18%) Pandas
10 121 (2.52%) LangChain
11 116 (2.41%) PyTorch
12 99 (2.06%) YAML
13 97 (2.02%) Flask
14 96 (2.00%) pytest
15 95 (1.98%) HTML
16 91 (1.89%) NumPy
17 87 (1.81%) OAuth
18 86 (1.79%) CSS
Miscellaneous
1 670 (13.93%) Cloud Native
2 269 (5.59%) Distributed Systems
3 195 (4.05%) AI Agents
4 187 (3.89%) Onboarding
5 146 (3.04%) Data Centre
6 135 (2.81%) Product Ownership
7 120 (2.49%) Algorithms
8 117 (2.43%) Data Structures
9 116 (2.41%) Hybrid Cloud
10 113 (2.35%) Legacy Systems
11 102 (2.12%) Derivative
12 99 (2.06%) Data Protection Act
13 90 (1.87%) Equities
14 87 (1.81%) Management Information System
15 82 (1.70%) Fixed Income
16 80 (1.66%) Security Posture
17 59 (1.23%) Enterprise Software
18 58 (1.21%) PKI
19 57 (1.19%) Public Cloud
20 51 (1.06%) Self-Motivation
Operating Systems
1 621 (12.91%) Linux
2 304 (6.32%) Windows
3 200 (4.16%) Unix
4 127 (2.64%) Red Hat Enterprise Linux
5 72 (1.50%) Windows Server
6 39 (0.81%) Ubuntu
7 28 (0.58%) AIX
8 25 (0.52%) VMS
9 16 (0.33%) Android
9 16 (0.33%) CentOS
9 16 (0.33%) Solaris
10 10 (0.21%) Apple iOS
10 10 (0.21%) zOS
11 9 (0.19%) Mac OS
12 8 (0.17%) Windows 10
13 7 (0.15%) Windows Server 2019
14 6 (0.12%) Amazon Linux
14 6 (0.12%) Debian
14 6 (0.12%) Embedded Linux
15 5 (0.10%) Rocky
Processes & Methodologies
1 1,887 (39.23%) CI/CD
2 1,410 (29.31%) DevOps
3 1,237 (25.72%) AI
4 1,080 (22.45%) Agile
5 999 (20.77%) Analytics
6 980 (20.37%) Infrastructure as Code
7 880 (18.30%) Data Pipeline
8 811 (16.86%) Problem-Solving
9 751 (15.61%) Software Engineering
10 734 (15.26%) Machine Learning
11 710 (14.76%) Data Engineering
12 647 (13.45%) Data Modelling
13 640 (13.31%) Containerisation
14 575 (11.95%) Observability
15 574 (11.93%) ETL
16 528 (10.98%) Test Automation
17 525 (10.91%) Data Science
18 503 (10.46%) Continuous Improvement
19 475 (9.88%) Validation
20 467 (9.71%) Business Intelligence
Programming Languages
1 1,611 (33.49%) SQL
2 723 (15.03%) Java
3 677 (14.07%) PowerShell
4 657 (13.66%) Bash
5 388 (8.07%) JavaScript
6 323 (6.72%) TypeScript
7 269 (5.59%) C#
8 176 (3.66%) Go
9 128 (2.66%) R
10 119 (2.47%) C++
11 114 (2.37%) Scala
12 113 (2.35%) Bicep
13 109 (2.27%) Shell Script
14 62 (1.29%) Perl
15 54 (1.12%) PL/SQL
15 54 (1.12%) Rust
16 52 (1.08%) C
16 52 (1.08%) Data Analysis Expressions
17 51 (1.06%) Groovy
18 45 (0.94%) Ruby
Qualifications
1 1,120 (23.28%) Security Cleared
2 904 (18.79%) SC Cleared
3 385 (8.00%) Degree
4 185 (3.85%) DV Cleared
5 149 (3.10%) Computer Science Degree
6 126 (2.62%) Azure Certification
7 121 (2.52%) AWS Certification
8 89 (1.85%) BPSS Clearance
8 89 (1.85%) CISSP
9 82 (1.70%) Cisco Certification
10 66 (1.37%) Master's Degree
11 46 (0.96%) CCNP
12 41 (0.85%) Microsoft Certification
13 35 (0.73%) PhD
14 34 (0.71%) VMware Certified Professional (VCP)
15 30 (0.62%) CISM
16 28 (0.58%) CCIE
17 27 (0.56%) AWS Certified Solutions Architect
18 24 (0.50%) DBS Check
19 22 (0.46%) ISTQB
Quality Assurance & Compliance
1 517 (10.75%) Data Quality
2 236 (4.91%) QA
3 107 (2.22%) GDPR
4 102 (2.12%) NIST
5 94 (1.95%) ISO/IEC 27001
6 72 (1.50%) Accessibility
7 31 (0.64%) SLA
8 27 (0.56%) Actionable Recommendations
8 27 (0.56%) Sarbanes-Oxley
9 26 (0.54%) PCI DSS
9 26 (0.54%) WCAG
10 25 (0.52%) NCSC
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
1 806 (16.76%) Docker
2 147 (3.06%) Active Directory
3 113 (2.35%) VMware Infrastructure
4 55 (1.14%) Virtual Machines
5 39 (0.81%) vSphere
6 37 (0.77%) Hyper-V
7 36 (0.75%) VMware NSX
8 27 (0.56%) Firmware
9 21 (0.44%) VMware ESXi
10 14 (0.29%) Virtual Desktop
11 13 (0.27%) NFS
12 10 (0.21%) Oracle RAC
13 9 (0.19%) Squid
14 7 (0.15%) HDFS
14 7 (0.15%) KVM
14 7 (0.15%) Postfix
14 7 (0.15%) PowerHA
15 4 (0.083%) Slurm Workload Manager
15 4 (0.083%) SRDF
15 4 (0.083%) Varnish
Systems Management
1 1,142 (23.74%) Terraform
2 933 (19.40%) Kubernetes
3 562 (11.68%) Ansible
4 279 (5.80%) Grafana
5 208 (4.32%) Prometheus
6 84 (1.75%) Puppet
7 69 (1.43%) Progress Chef
8 61 (1.27%) Argo
9 29 (0.60%) Istio
10 26 (0.54%) Single Sign-On
10 26 (0.54%) vCenter Server
11 25 (0.52%) Control-M
12 24 (0.50%) ZABBIX
13 21 (0.44%) Microsoft Intune
13 21 (0.44%) Nagios
14 20 (0.42%) vRealize
15 19 (0.40%) Kibana
16 17 (0.35%) HAProxy
16 17 (0.35%) Packer
16 17 (0.35%) Tivoli
Vendors
1 604 (12.56%) Microsoft
2 481 (10.00%) Databricks
3 292 (6.07%) Google
4 215 (4.47%) Oracle
5 191 (3.97%) Splunk
6 147 (3.06%) VMware
7 133 (2.77%) Cisco
8 118 (2.45%) ServiceNow
9 116 (2.41%) OpenAI
10 95 (1.98%) Dynatrace
11 92 (1.91%) Red Hat
12 86 (1.79%) F5
13 82 (1.70%) IBM
14 79 (1.64%) Palo Alto
15 71 (1.48%) Informatica
16 66 (1.37%) CyberArk
16 66 (1.37%) Fortinet
17 58 (1.21%) SAP
18 56 (1.16%) Foundry
19 51 (1.06%) Salesforce