Python Contracts in the UK excluding London

Python
UK > UK excluding London

The table below provides summary statistics for contract job vacancies advertised in the UK excluding London requiring Python skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Python over the 6 months leading up to 29 May 2025, comparing them to the same period in the previous two years.

6 months to
29 May 2025
Same period 2024 Same period 2023
Rank 16 22 19
Rank change year-on-year +6 -3 +9
Contract jobs citing Python 1,243 1,348 1,851
As % of all contract jobs advertised in the UK excluding London 9.66% 6.54% 8.10%
As % of the Programming Languages category 33.35% 27.50% 28.74%
Number of daily rates quoted 827 904 1,271
10th Percentile £350 £363 £400
25th Percentile £413 £425 £457
Median daily rate (50th Percentile) £500 £511 £550
Median % change year-on-year -2.15% -7.01% +4.67%
75th Percentile £581 £606 £638
90th Percentile £640 £675 £713
UK median daily rate £540 £550 £600
% change year-on-year -1.82% -8.33% -
Number of hourly rates quoted 28 67 103
10th Percentile £26.63 £20.65 £21.75
25th Percentile £33.91 £37.75 £46.88
Median hourly rate £45.00 £65.00 £57.50
Median % change year-on-year -30.77% +13.04% +6.92%
75th Percentile £57.81 £70.00 £70.30
90th Percentile £76.11 £77.50 £75.50
UK median hourly rate £42.25 £60.00 £64.69
% change year-on-year -29.58% -7.25% +25.91%

All Programming Languages
UK excluding London

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 the UK excluding London.

Contract vacancies with a requirement for coding skills 3,727 4,902 6,440
As % of all contract IT jobs advertised in the UK excluding London 28.97% 23.79% 28.20%
Number of daily rates quoted 2,493 3,298 4,502
10th Percentile £322 £319 £350
25th Percentile £400 £400 £413
Median daily rate (50th Percentile) £475 £488 £500
Median % change year-on-year -2.56% -2.50% -
75th Percentile £561 £585 £592
90th Percentile £638 £650 £678
UK median daily rate £515 £525 £550
% change year-on-year -1.90% -4.55% -
Number of hourly rates quoted 162 426 324
10th Percentile £27.95 £37.55 £26.16
25th Percentile £44.63 £52.50 £50.94
Median hourly rate £63.37 £62.50 £62.50
Median % change year-on-year +1.40% - +22.59%
75th Percentile £70.00 £70.00 £70.00
90th Percentile £85.00 £80.00 £77.00
UK median hourly rate £57.50 £62.36 £62.50
% change year-on-year -7.79% -0.23% +22.11%

Python
Job Vacancy Trend in the UK excluding London

Job postings citing Python as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Python in the UK excluding London

Python
Contractor Daily Rate Trend in the UK excluding London

3-month moving average daily rate quoted in jobs citing Python in the UK excluding London.

Daily rate trend for Python in the UK excluding London

Python
Daily Rate Histogram in the UK excluding London

Daily rate distribution for jobs citing Python in the UK excluding London over the 6 months to 29 May 2025.

Daily rate histogram for Python in the UK excluding London

Python
Contractor Hourly Rate Trend in the UK excluding London

3-month moving average hourly rates quoted in jobs citing Python in the UK excluding London.

Hourly rate trend for Python in the UK excluding London

Python
Hourly Rate Histogram in the UK excluding London

Hourly rate distribution of jobs citing Python in the UK excluding London over the 6 months to 29 May 2025.

Hourly rate histogram for Python in the UK excluding London

Python
Contract Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the UK excluding London region over the 6 months to 29 May 2025. 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
North of England -4 286 £488 -2.50% 4,375
Scotland +7 273 £475 -3.85% 934
South East +8 242 £509 -3.10% 6,355
South West +8 155 £550 -8.33% 2,337
Midlands +12 147 £450 - 3,603
North West -3 141 £475 -5.00% 2,062
Yorkshire +2 130 £500 -1.38% 1,753
East of England +29 114 £500 +12.36% 2,980
West Midlands +20 102 £450 - 1,915
East Midlands -1 42 £436 +2.59% 1,446
Wales +8 24 £500 -9.09% 526
North East -9 19 £450 -25.00% 567
Northern Ireland -6 13 £588 +42.42% 289
Python
UK

Python
Co-occurring Skills and Capabilities in the UK excluding London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 48 (3.86%) Confluence
2 46 (3.70%) Apache Spark
3 37 (2.98%) Apache
4 34 (2.74%) Apache Airflow
5 11 (0.88%) SharePoint
6 10 (0.80%) JBoss
7 8 (0.64%) SAS
8 7 (0.56%) OpenStack
8 7 (0.56%) WebSphere
9 4 (0.32%) Jupyter
9 4 (0.32%) WebSphere Application Server
10 3 (0.24%) IBM Domino
10 3 (0.24%) IIS
10 3 (0.24%) nginx
10 3 (0.24%) Oracle Service Bus
10 3 (0.24%) Oracle SOA Suite
10 3 (0.24%) Tomcat
10 3 (0.24%) WebLogic
11 2 (0.16%) ArcGIS
11 2 (0.16%) BizTalk Server
Applications
1 27 (2.17%) Microsoft Excel
2 17 (1.37%) Microsoft Office
3 11 (0.88%) Chatbot
4 8 (0.64%) Maya
4 8 (0.64%) NUKE
5 4 (0.32%) MS Visio
6 3 (0.24%) Sketch
7 1 (0.080%) Adobe XD
7 1 (0.080%) CATIA
7 1 (0.080%) Microsoft PowerPoint
7 1 (0.080%) Microsoft Project
7 1 (0.080%) Revit
Business Applications
1 7 (0.56%) Kondor
2 6 (0.48%) SAP PM
3 5 (0.40%) Payment Gateway
4 4 (0.32%) Maximo
4 4 (0.32%) Oracle BPM
5 2 (0.16%) NetSuite
5 2 (0.16%) Remedy ITSM
6 1 (0.080%) NEC Housing
6 1 (0.080%) Oracle Procure-to-Pay
6 1 (0.080%) Sage 200
6 1 (0.080%) SAP S/4HANA
Cloud Services
1 451 (36.28%) AWS
2 334 (26.87%) Azure
3 129 (10.38%) GCP
4 118 (9.49%) Serverless
5 94 (7.56%) GitHub
6 93 (7.48%) Amazon S3
7 91 (7.32%) AWS Lambda
8 75 (6.03%) Power Platform
9 69 (5.55%) Azure DevOps
10 59 (4.75%) OpenShift
11 51 (4.10%) Cloud Computing
12 41 (3.30%) AWS CloudFormation
12 41 (3.30%) Snowflake
13 37 (2.98%) Amazon EC2
14 35 (2.82%) SaaS
15 31 (2.49%) Amazon CloudWatch
16 30 (2.41%) Azure Data Factory
16 30 (2.41%) GitHub Actions
17 24 (1.93%) Amazon EKS
18 19 (1.53%) Azure Cosmos DB
Communications & Networking
1 74 (5.95%) Firewall
2 64 (5.15%) DNS
3 48 (3.86%) TCP/IP
4 37 (2.98%) Network Security
5 33 (2.65%) HTTP
6 28 (2.25%) VPN
7 27 (2.17%) DHCP
8 26 (2.09%) SAN
9 18 (1.45%) BGP
10 15 (1.21%) NAS
10 15 (1.21%) Wireless
11 14 (1.13%) Cisco ISE
11 14 (1.13%) LAN
11 14 (1.13%) OSPF
11 14 (1.13%) VLAN
12 12 (0.97%) WAN
13 9 (0.72%) MPLS
14 8 (0.64%) Cisco IOS
14 8 (0.64%) SSL
15 7 (0.56%) Junos
Database & Business Intelligence
1 95 (7.64%) Relational Database
2 69 (5.55%) MongoDB
3 68 (5.47%) Data Warehouse
3 68 (5.47%) PostgreSQL
3 68 (5.47%) Power BI
4 55 (4.42%) Tableau
5 47 (3.78%) Big Data
6 43 (3.46%) SQL Server
7 39 (3.14%) DB2
7 39 (3.14%) Hadoop
8 38 (3.06%) MySQL
9 36 (2.90%) NoSQL
10 27 (2.17%) Amazon Redshift
10 27 (2.17%) RDBMS
11 26 (2.09%) Amazon RDS
11 26 (2.09%) Elasticsearch
11 26 (2.09%) Oracle Database
12 25 (2.01%) DynamoDB
13 24 (1.93%) Azure SQL Database
13 24 (1.93%) Data Lake
Development Applications
1 208 (16.73%) Git
2 167 (13.44%) Jenkins
3 107 (8.61%) JIRA
4 89 (7.16%) GitLab
5 44 (3.54%) Bitbucket
6 35 (2.82%) JUnit
7 32 (2.57%) Selenium
8 19 (1.53%) Sonatype Nexus
9 15 (1.21%) SonarQube
9 15 (1.21%) TeamCity
10 13 (1.05%) Postman
10 13 (1.05%) Visual Studio
11 11 (0.88%) Artifactory
11 11 (0.88%) Subversion
12 10 (0.80%) Bitbucket Server
12 10 (0.80%) CA Release Automation
13 9 (0.72%) Cucumber
14 8 (0.64%) Maven
14 8 (0.64%) Robot Framework
15 7 (0.56%) MSI
General
1 365 (29.36%) Social Skills
2 202 (16.25%) Finance
3 196 (15.77%) Analytical Skills
4 104 (8.37%) Public Sector
5 102 (8.21%) Banking
6 56 (4.51%) Investment Banking
7 32 (2.57%) Telecoms
8 26 (2.09%) Front Office
9 22 (1.77%) Financial Institution
9 22 (1.77%) Manufacturing
10 19 (1.53%) Legal
11 17 (1.37%) Presentation Skills
12 15 (1.21%) Marketing
12 15 (1.21%) Pharmaceutical
13 13 (1.05%) Automotive
14 12 (0.97%) Electronics
14 12 (0.97%) Retail
15 11 (0.88%) Games
16 9 (0.72%) Aerospace
16 9 (0.72%) Organisational Skills
Job Titles
1 281 (22.61%) Developer
2 159 (12.79%) Senior
3 128 (10.30%) Data Engineer
4 96 (7.72%) Python Developer
5 78 (6.28%) Analyst
5 78 (6.28%) DevOps Engineer
6 77 (6.19%) Python Engineer
7 57 (4.59%) Architect
8 50 (4.02%) Infrastructure Engineer
9 48 (3.86%) Software Engineer
10 47 (3.78%) AWS Engineer
10 47 (3.78%) Cloud Engineer
10 47 (3.78%) Senior Developer
11 46 (3.70%) Java Developer
11 46 (3.70%) Platform Engineer
12 43 (3.46%) Lead
13 38 (3.06%) Linux Engineer
14 34 (2.74%) Data Analyst
14 34 (2.74%) Network Engineer
15 33 (2.65%) Automation Engineer
Libraries, Frameworks & Software Standards
1 84 (6.76%) Kafka
2 66 (5.31%) REST
3 65 (5.23%) React
4 51 (4.10%) HTML
5 50 (4.02%) PySpark
6 48 (3.86%) Spring
7 46 (3.70%) Node.js
8 41 (3.30%) CSS
9 37 (2.98%) .NET
10 35 (2.82%) RESTful
11 31 (2.49%) AngularJS
11 31 (2.49%) PyTorch
11 31 (2.49%) TensorFlow
12 30 (2.41%) Pandas
13 28 (2.25%) AWS CDK
14 27 (2.17%) Spring Boot
15 26 (2.09%) FastAPI
15 26 (2.09%) NumPy
16 25 (2.01%) Django
16 25 (2.01%) JMS
Miscellaneous
1 56 (4.51%) Algorithms
2 46 (3.70%) Cloud Native
2 46 (3.70%) Management Information System
3 45 (3.62%) Data Structures
4 41 (3.30%) Data Protection Act
5 36 (2.90%) Distributed Systems
6 35 (2.82%) Enterprise Software
6 35 (2.82%) Onboarding
7 30 (2.41%) Public Cloud
8 23 (1.85%) Equities
8 23 (1.85%) FPGA
8 23 (1.85%) Product Ownership
9 21 (1.69%) Hybrid Cloud
9 21 (1.69%) Legacy Systems
10 19 (1.53%) Linux Command Line
10 19 (1.53%) Virtual Team
11 18 (1.45%) Verilog
12 16 (1.29%) Data Centre
13 13 (1.05%) Security Posture
14 12 (0.97%) Cyber Threat
Operating Systems
1 333 (26.79%) Linux
2 170 (13.68%) Windows
3 118 (9.49%) Unix
4 64 (5.15%) Windows Server
5 58 (4.67%) Red Hat Enterprise Linux
6 19 (1.53%) Ubuntu
7 13 (1.05%) CentOS
8 10 (0.80%) AIX
8 10 (0.80%) Android
8 10 (0.80%) Mac OS
9 9 (0.72%) Apple iOS
10 8 (0.64%) Solaris
10 8 (0.64%) VMS
11 4 (0.32%) Debian
12 3 (0.24%) SUSE Linux Enterprise Server
12 3 (0.24%) Windows Server 2016
13 2 (0.16%) Data ONTAP
13 2 (0.16%) HPUX
14 1 (0.080%) Oracle Linux
14 1 (0.080%) Windows Server 2019
Processes & Methodologies
1 340 (27.35%) CI/CD
2 337 (27.11%) Problem-Solving
3 303 (24.38%) Agile
4 273 (21.96%) DevOps
5 199 (16.01%) Containerisation
6 145 (11.67%) Analytics
7 133 (10.70%) Test Automation
8 130 (10.46%) ETL
9 129 (10.38%) Artificial Intelligence
10 126 (10.14%) Infrastructure as Code
11 124 (9.98%) Software Engineering
12 122 (9.81%) Data Science
13 116 (9.33%) Data Pipeline
14 115 (9.25%) Machine Learning
15 105 (8.45%) Data Modelling
16 101 (8.13%) Migration
17 99 (7.96%) SDLC
18 95 (7.64%) Computer Science
18 95 (7.64%) Decision-Making
19 94 (7.56%) Data Engineering
Programming Languages
1 386 (31.05%) SQL
2 239 (19.23%) Java
3 174 (14.00%) Bash
4 168 (13.52%) PowerShell
5 139 (11.18%) JavaScript
6 110 (8.85%) Shell Script
7 72 (5.79%) Perl
8 66 (5.31%) C#
9 64 (5.15%) TypeScript
10 53 (4.26%) C++
10 53 (4.26%) R
11 30 (2.41%) Tcl
12 25 (2.01%) Scala
13 22 (1.77%) Ruby
14 18 (1.45%) Bicep
15 15 (1.21%) SystemVerilog
16 14 (1.13%) Kusto Query Language
16 14 (1.13%) VBA
17 13 (1.05%) Go
17 13 (1.05%) Groovy
Qualifications
1 252 (20.27%) Security Cleared
2 170 (13.68%) SC Cleared
3 121 (9.73%) Degree
4 59 (4.75%) Computer Science Degree
5 58 (4.67%) DV Cleared
6 41 (3.30%) AWS Certification
7 38 (3.06%) Cisco Certification
8 30 (2.41%) Master's Degree
9 29 (2.33%) CCNP
10 26 (2.09%) VMware Certified Professional (VCP)
11 22 (1.77%) AWS Certified Solutions Architect
12 20 (1.61%) PhD
13 19 (1.53%) CISSP
14 17 (1.37%) BPSS Clearance
15 16 (1.29%) RHCE
16 15 (1.21%) Oracle Certification
17 13 (1.05%) Azure Certification
18 12 (0.97%) Microsoft Certification
19 11 (0.88%) OCA
20 10 (0.80%) RHCA
Quality Assurance & Compliance
1 82 (6.60%) Data Quality
2 59 (4.75%) QA
3 35 (2.82%) GDPR
4 18 (1.45%) Accessibility
4 18 (1.45%) Disclosure Scotland
5 17 (1.37%) ISO/IEC 27001
6 13 (1.05%) NIST
7 11 (0.88%) PCI DSS
8 9 (0.72%) HIPAA
8 9 (0.72%) SLA
9 8 (0.64%) Basel III
10 7 (0.56%) MiFID
11 4 (0.32%) Actionable Recommendations
11 4 (0.32%) SOC 2
12 3 (0.24%) NCSC
12 3 (0.24%) Sarbanes-Oxley
13 2 (0.16%) GMP
13 2 (0.16%) HL7
13 2 (0.16%) ISO 14001
13 2 (0.16%) WCAG
System Software
1 238 (19.15%) Docker
2 85 (6.84%) VMware Infrastructure
3 41 (3.30%) Active Directory
4 21 (1.69%) Hyper-V
5 19 (1.53%) vSphere
6 12 (0.97%) Veritas Cluster Server
7 10 (0.80%) VMware NSX
8 9 (0.72%) Firmware
8 9 (0.72%) Virtual Machines
9 8 (0.64%) VMware ESXi
10 5 (0.40%) Apache ZooKeeper
11 3 (0.24%) KVM
11 3 (0.24%) VirtualBox
12 2 (0.16%) GPFS
12 2 (0.16%) NFS
12 2 (0.16%) Virtual Servers
13 1 (0.080%) DFS Replication
13 1 (0.080%) Samba
13 1 (0.080%) Varnish
Systems Management
1 290 (23.33%) Kubernetes
2 245 (19.71%) Ansible
3 212 (17.06%) Terraform
4 76 (6.11%) Puppet
5 53 (4.26%) Grafana
6 46 (3.70%) Progress Chef
7 41 (3.30%) Prometheus
8 21 (1.69%) vCenter Server
9 20 (1.61%) Kibana
10 12 (0.97%) NetBackup
11 8 (0.64%) Oracle RMAN
11 8 (0.64%) vRealize
12 7 (0.56%) FortiGate
12 7 (0.56%) MIIS
12 7 (0.56%) SCCM
13 6 (0.48%) Microsoft Clustering
13 6 (0.48%) Nagios
14 5 (0.40%) Jamf Pro
14 5 (0.40%) Podman
14 5 (0.40%) PowerCLI
Vendors
1 116 (9.33%) Microsoft
2 113 (9.09%) VMware
3 85 (6.84%) Oracle
4 67 (5.39%) Red Hat
5 59 (4.75%) Databricks
6 58 (4.67%) Cisco
6 58 (4.67%) Google
7 50 (4.02%) Splunk
8 40 (3.22%) Sybase
9 28 (2.25%) SAP
9 28 (2.25%) ServiceNow
10 27 (2.17%) IBM
11 23 (1.85%) Veritas
12 21 (1.69%) F5
13 15 (1.21%) Atlassian
13 15 (1.21%) Xilinx
14 13 (1.05%) AppDynamics
14 13 (1.05%) Fortinet
15 12 (0.97%) Citrix
15 12 (0.97%) MuleSoft