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 24 July 2026, with comparisons to the same periods in the previous two years.

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 14 10 14
Rank change year-on-year -4 +4 -2
Contract jobs citing Python 4,749 3,554 3,548
As % of all contract jobs in England 10.56% 12.99% 10.15%
As % of the Programming Languages category 39.93% 39.40% 32.49%
Number of daily rates quoted 3,139 2,463 2,652
10th Percentile £375 £363 £375
25th Percentile £438 £435 £463
Median daily rate (50th Percentile) £537 £550 £575
Median % change year-on-year -2.36% -4.35% -4.17%
75th Percentile £638 £675 £725
90th Percentile £750 £800 £850
UK median daily rate £525 £530 £565
% change year-on-year -0.94% -6.19% -5.83%
Number of hourly rates quoted 111 59 100
10th Percentile £28.50 £33.13 £22.00
25th Percentile £42.50 £36.25 £41.06
Median hourly rate £57.50 £51.44 £66.00
Median % change year-on-year +11.78% -22.06% +1.15%
75th Percentile £77.50 £58.75 £71.88
90th Percentile £88.75 £75.74 £77.50
UK median hourly rate £54.75 £50.00 £60.00
% change year-on-year +9.50% -16.67% -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 11,894 9,021 10,921
As % of all contract IT jobs advertised in England 26.46% 32.97% 31.24%
Number of daily rates quoted 7,719 6,221 7,866
10th Percentile £363 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £515 £545
Median % change year-on-year +0.97% -5.50% -0.91%
75th Percentile £625 £638 £650
90th Percentile £738 £775 £788
UK median daily rate £513 £501 £525
% change year-on-year +2.40% -4.67% -4.55%
Number of hourly rates quoted 483 225 399
10th Percentile £34.01 £29.07 £34.79
25th Percentile £53.53 £39.25 £52.50
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 £82.00 £83.88 £77.50
UK median hourly rate £65.00 £56.00 £65.00
% change year-on-year +16.07% -13.85% +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 24 July 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 24 July 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 24 July 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 2,726 £565 -1.74% 1,735
North of England +4 777 £488 +2.63% 485
South East -10 436 £538 +7.50% 508
Yorkshire +2 415 £496 +0.99% 122
South West -2 289 £500 -5.88% 261
North West +6 287 £525 +10.53% 275
Midlands -17 257 £469 +4.22% 201
West Midlands -12 207 £463 +2.78% 116
East of England -12 138 £500 -0.50% 180
North East 0 86 £425 -2.86% 93
East Midlands -7 49 £488 +8.75% 84
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 (5.37%) Apache Spark
2 237 (4.99%) Apache Airflow
3 182 (3.83%) Apache
4 157 (3.31%) Confluence
5 49 (1.03%) Jupyter
6 45 (0.95%) SAS
7 43 (0.91%) SharePoint
8 21 (0.44%) OpenStack
9 20 (0.42%) Palantir Foundry
10 16 (0.34%) ArcGIS
11 15 (0.32%) nginx
12 14 (0.29%) Microsoft Exchange
13 11 (0.23%) IIS
14 9 (0.19%) CMS
15 8 (0.17%) Apache Superset
16 6 (0.13%) Camunda
16 6 (0.13%) CICS
16 6 (0.13%) Tomcat
17 5 (0.11%) WebSphere
17 5 (0.11%) WebSphere Application Server
Applications
1 107 (2.25%) Microsoft Excel
2 27 (0.57%) Chatbot
3 24 (0.51%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 19 (0.40%) Spreadsheet
6 17 (0.36%) CPLEX
7 15 (0.32%) MS Visio
8 3 (0.063%) Microsoft Project
9 1 (0.021%) Navisworks
9 1 (0.021%) OrCAD
9 1 (0.021%) Revit
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 24 (0.51%) Aladdin
2 20 (0.42%) SAP S/4HANA
3 11 (0.23%) Remedy ITSM
4 8 (0.17%) Oracle EBS
5 7 (0.15%) Dynamics CRM
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
7 5 (0.11%) BambooHR
7 5 (0.11%) Sage X3
8 4 (0.084%) Oracle ERP
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
10 2 (0.042%) Endur
10 2 (0.042%) Fidessa
10 2 (0.042%) Front Arena
10 2 (0.042%) Global One
10 2 (0.042%) IBM Planning Analytics
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Remedy AR System
10 2 (0.042%) Teamcenter
Cloud Services
1 1,800 (37.90%) AWS
2 1,626 (34.24%) Azure
3 703 (14.80%) GCP
4 560 (11.79%) GitHub
5 447 (9.41%) Power Platform
6 398 (8.38%) Serverless
7 353 (7.43%) Azure DevOps
8 350 (7.37%) Amazon S3
9 326 (6.86%) GitHub Actions
10 297 (6.25%) AWS Lambda
11 240 (5.05%) Snowflake
12 220 (4.63%) Azure Data Factory
13 202 (4.25%) dbt
14 148 (3.12%) AWS CloudFormation
15 141 (2.97%) Amazon EKS
15 141 (2.97%) Azure Synapse Analytics
16 139 (2.93%) Amazon CloudWatch
17 135 (2.84%) OpenShift
18 114 (2.40%) Entra ID
19 107 (2.25%) Amazon EC2
Communications & Networking
1 238 (5.01%) Firewall
2 165 (3.47%) DNS
3 126 (2.65%) TCP/IP
4 113 (2.38%) BGP
5 105 (2.21%) WAN
6 104 (2.19%) VPN
7 94 (1.98%) Network Security
8 69 (1.45%) OSPF
9 58 (1.22%) DHCP
10 52 (1.09%) VLAN
11 50 (1.05%) SD-WAN
12 49 (1.03%) BIG-IP
13 46 (0.97%) VXLAN
14 43 (0.91%) HTTP
15 41 (0.86%) F5 BIG-IP LTM
16 37 (0.78%) MPLS
16 37 (0.78%) SNMP
16 37 (0.78%) SSL
17 36 (0.76%) SAN
18 35 (0.74%) Ethernet VPN
Database & Business Intelligence
1 396 (8.34%) Power BI
2 290 (6.11%) PostgreSQL
3 281 (5.92%) Data Warehouse
4 207 (4.36%) SQL Server
5 182 (3.83%) Tableau
6 175 (3.68%) Data Lake
7 151 (3.18%) Metadata
7 151 (3.18%) NoSQL
8 148 (3.12%) Relational Database
9 139 (2.93%) BigQuery
10 121 (2.55%) Big Data
11 120 (2.53%) Amazon Redshift
12 113 (2.38%) Amazon Athena
13 107 (2.25%) Delta Lake
14 95 (2.00%) MongoDB
15 94 (1.98%) Amazon RDS
16 85 (1.79%) DynamoDB
17 61 (1.28%) Snowflake Schema
18 58 (1.22%) Redis
19 56 (1.18%) MySQL
Development Applications
1 558 (11.75%) Git
2 414 (8.72%) Jenkins
3 340 (7.16%) GitLab
4 268 (5.64%) JIRA
5 64 (1.35%) Selenium
6 58 (1.22%) MLflow
7 38 (0.80%) Bitbucket
8 36 (0.76%) Postman
9 30 (0.63%) JMeter
10 29 (0.61%) Artifactory
10 29 (0.61%) SonarQube
11 27 (0.57%) Cucumber
12 26 (0.55%) Cypress.io
13 23 (0.48%) Maven
14 22 (0.46%) REST Assured
14 22 (0.46%) Sonatype Nexus
15 21 (0.44%) Gatling
15 21 (0.44%) JUnit
16 17 (0.36%) Zephyr
17 16 (0.34%) Claude Code
General
1 1,040 (21.90%) Finance
2 1,028 (21.65%) Social Skills
3 688 (14.49%) Analytical Skills
4 480 (10.11%) Public Sector
5 372 (7.83%) Banking
6 189 (3.98%) Front Office
7 106 (2.23%) Documentation Skills
8 101 (2.13%) Investment Banking
9 90 (1.90%) Retail
10 87 (1.83%) Inclusion and Diversity
11 73 (1.54%) Marketing
12 61 (1.28%) Telecoms
13 58 (1.22%) Pharmaceutical
14 44 (0.93%) Legal
15 43 (0.91%) Military
15 43 (0.91%) Publishing
16 42 (0.88%) Financial Institution
17 37 (0.78%) Influencing Skills
18 31 (0.65%) Aerospace
19 30 (0.63%) Manufacturing
Job Titles
1 800 (16.85%) Developer
2 762 (16.05%) Senior
3 728 (15.33%) Data Engineer
4 409 (8.61%) Python Developer
5 408 (8.59%) Lead
6 277 (5.83%) DevOps Engineer
6 277 (5.83%) Python Engineer
7 271 (5.71%) Software Engineer
8 251 (5.29%) Architect
9 250 (5.26%) Analyst
10 217 (4.57%) Artificial Intelligence Engineer
11 185 (3.90%) AWS Engineer
12 184 (3.87%) Data Scientist
13 152 (3.20%) Senior Developer
14 148 (3.12%) Platform Engineer
15 146 (3.07%) Senior Data Engineer
16 140 (2.95%) Azure Engineer
17 138 (2.91%) Cloud Engineer
18 131 (2.76%) Data Analyst
19 116 (2.44%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 358 (7.54%) REST
2 313 (6.59%) PySpark
3 312 (6.57%) React
4 311 (6.55%) Kafka
5 203 (4.27%) .NET
6 180 (3.79%) JSON
7 179 (3.77%) Node.js
8 170 (3.58%) Pandas
9 167 (3.52%) FastAPI
10 162 (3.41%) RESTful
11 150 (3.16%) Django
12 128 (2.70%) PyTorch
13 123 (2.59%) LangChain
14 100 (2.11%) NumPy
15 94 (1.98%) scikit-learn
16 93 (1.96%) Flask
17 91 (1.92%) OpenTelemetry
17 91 (1.92%) Spring
18 90 (1.90%) TensorFlow
19 88 (1.85%) YAML
Miscellaneous
1 639 (13.46%) Cloud Native
2 273 (5.75%) Distributed Systems
3 174 (3.66%) Onboarding
4 168 (3.54%) AI Agents
5 144 (3.03%) Data Centre
6 126 (2.65%) Product Ownership
7 123 (2.59%) Algorithms
8 114 (2.40%) Data Structures
9 113 (2.38%) Hybrid Cloud
10 110 (2.32%) Legacy Systems
11 103 (2.17%) Derivative
11 103 (2.17%) Fixed Income
12 102 (2.15%) Data Protection Act
13 94 (1.98%) Equities
14 83 (1.75%) Management Information System
15 79 (1.66%) Security Posture
16 52 (1.09%) Enterprise Software
16 52 (1.09%) PKI
16 52 (1.09%) Public Cloud
16 52 (1.09%) Self-Motivation
Operating Systems
1 583 (12.28%) Linux
2 289 (6.09%) Windows
3 181 (3.81%) Unix
4 113 (2.38%) Red Hat Enterprise Linux
5 64 (1.35%) Windows Server
6 38 (0.80%) Ubuntu
7 27 (0.57%) AIX
7 27 (0.57%) VMS
8 21 (0.44%) Android
9 14 (0.29%) Apple iOS
9 14 (0.29%) Solaris
10 13 (0.27%) CentOS
11 11 (0.23%) zOS
12 8 (0.17%) Mac OS
13 7 (0.15%) Windows Server 2019
14 6 (0.13%) Amazon Linux
14 6 (0.13%) Debian
14 6 (0.13%) Embedded Linux
15 5 (0.11%) Rocky
16 4 (0.084%) Windows 10
Processes & Methodologies
1 1,798 (37.86%) CI/CD
2 1,343 (28.28%) DevOps
3 1,174 (24.72%) AI
4 1,066 (22.45%) Agile
5 1,014 (21.35%) Analytics
6 903 (19.01%) Infrastructure as Code
7 862 (18.15%) Data Pipeline
8 791 (16.66%) Problem-Solving
9 747 (15.73%) Machine Learning
10 712 (14.99%) Data Engineering
11 710 (14.95%) Software Engineering
12 645 (13.58%) Containerisation
13 640 (13.48%) Data Modelling
14 585 (12.32%) ETL
15 548 (11.54%) Data Science
16 541 (11.39%) Observability
17 480 (10.11%) Test Automation
18 469 (9.88%) Business Intelligence
19 450 (9.48%) Continuous Improvement
20 436 (9.18%) Validation
Programming Languages
1 1,581 (33.29%) SQL
2 696 (14.66%) Java
3 620 (13.06%) PowerShell
4 609 (12.82%) Bash
5 371 (7.81%) JavaScript
6 338 (7.12%) TypeScript
7 276 (5.81%) C#
8 187 (3.94%) Go
9 142 (2.99%) R
10 110 (2.32%) C++
11 106 (2.23%) Scala
12 103 (2.17%) Shell Script
13 94 (1.98%) Bicep
14 55 (1.16%) Rust
15 52 (1.09%) PL/SQL
16 51 (1.07%) C
16 51 (1.07%) Groovy
17 50 (1.05%) Perl
18 47 (0.99%) Ruby
19 46 (0.97%) Data Analysis Expressions
Qualifications
1 1,061 (22.34%) Security Cleared
2 838 (17.65%) SC Cleared
3 378 (7.96%) Degree
4 176 (3.71%) DV Cleared
5 133 (2.80%) Computer Science Degree
6 112 (2.36%) AWS Certification
6 112 (2.36%) Azure Certification
7 103 (2.17%) BPSS Clearance
8 83 (1.75%) CISSP
9 78 (1.64%) Cisco Certification
10 69 (1.45%) Master's Degree
11 49 (1.03%) CCNP
12 39 (0.82%) Microsoft Certification
12 39 (0.82%) PhD
13 35 (0.74%) CISM
14 33 (0.69%) VMware Certified Professional (VCP)
15 29 (0.61%) CCIE
16 27 (0.57%) AWS Certified Solutions Architect
17 23 (0.48%) DBS Check
18 21 (0.44%) CCNA
Quality Assurance & Compliance
1 494 (10.40%) Data Quality
2 214 (4.51%) QA
3 112 (2.36%) GDPR
4 101 (2.13%) NIST
5 98 (2.06%) ISO/IEC 27001
6 74 (1.56%) Accessibility
7 26 (0.55%) WCAG
8 25 (0.53%) SLA
9 22 (0.46%) NCSC
10 20 (0.42%) Sarbanes-Oxley
11 19 (0.40%) Actionable Recommendations
11 19 (0.40%) PCI DSS
12 18 (0.38%) HIPAA
13 10 (0.21%) California Consumer Privacy Act
14 9 (0.19%) SOC 2
15 8 (0.17%) GRC
16 7 (0.15%) Cyber Essentials
16 7 (0.15%) ISO 20022
17 6 (0.13%) PMO
18 5 (0.11%) NIST 800
System Software
1 776 (16.34%) Docker
2 135 (2.84%) Active Directory
3 108 (2.27%) VMware Infrastructure
4 65 (1.37%) Virtual Machines
5 43 (0.91%) vSphere
6 36 (0.76%) VMware NSX
7 32 (0.67%) Hyper-V
8 29 (0.61%) Firmware
9 22 (0.46%) VMware ESXi
10 14 (0.29%) NFS
11 12 (0.25%) KVM
12 10 (0.21%) Oracle RAC
13 9 (0.19%) Squid
13 9 (0.19%) Virtual Desktop
14 7 (0.15%) HDFS
14 7 (0.15%) Postfix
15 6 (0.13%) PowerHA
16 5 (0.11%) SRDF
17 4 (0.084%) Ceph
17 4 (0.084%) Varnish
Systems Management
1 1,079 (22.72%) Terraform
2 904 (19.04%) Kubernetes
3 524 (11.03%) Ansible
4 289 (6.09%) Grafana
5 231 (4.86%) Prometheus
6 73 (1.54%) Puppet
7 67 (1.41%) Argo
8 50 (1.05%) Progress Chef
9 37 (0.78%) vCenter Server
10 25 (0.53%) Control-M
10 25 (0.53%) Istio
10 25 (0.53%) Microsoft Intune
11 23 (0.48%) Kibana
11 23 (0.48%) ZABBIX
12 22 (0.46%) Nagios
12 22 (0.46%) Nessus
13 21 (0.44%) vRealize
14 17 (0.36%) HAProxy
14 17 (0.36%) Single Sign-On
14 17 (0.36%) Tivoli
Vendors
1 562 (11.83%) Microsoft
2 474 (9.98%) Databricks
3 266 (5.60%) Google
4 205 (4.32%) Oracle
5 185 (3.90%) Splunk
6 139 (2.93%) VMware
7 128 (2.70%) Cisco
8 126 (2.65%) OpenAI
9 104 (2.19%) ServiceNow
10 90 (1.90%) Red Hat
11 87 (1.83%) F5
12 84 (1.77%) Palo Alto
13 82 (1.73%) Dynatrace
14 67 (1.41%) Fortinet
14 67 (1.41%) Informatica
15 66 (1.39%) IBM
16 64 (1.35%) CyberArk
17 58 (1.22%) Foundry
18 51 (1.07%) Arista
19 50 (1.05%) SAP