Python Contract Job Trends in the UK excluding London

Python
UK > UK excluding London

The table below provides summary statistics and contractor rates for jobs advertised in the UK excluding London requiring Python skills. It covers contract job vacancies from the 6 months leading up to 18 December 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Dec 2025
Same period 2024 Same period 2023
Rank 14 17 23
Rank change year-on-year +3 +6 +1
Contract jobs citing Python 1,849 1,328 1,400
As % of all contract jobs in the UK excluding London 10.24% 8.86% 7.12%
As % of the Programming Languages category 40.00% 32.99% 28.01%
Number of daily rates quoted 1,217 789 970
10th Percentile £320 £356 £400
25th Percentile £406 £425 £440
Median daily rate (50th Percentile) £500 £513 £525
Median % change year-on-year -2.44% -2.38% -2.78%
75th Percentile £575 £620 £638
90th Percentile £650 £676 £700
UK median daily rate £525 £575 £575
% change year-on-year -8.70% - -4.17%
Number of hourly rates quoted 69 42 90
10th Percentile £30.00 £20.12 £37.50
25th Percentile £41.25 £25.44 £46.18
Median hourly rate £54.50 £52.50 £60.00
Median % change year-on-year +3.81% -12.50% -7.69%
75th Percentile £75.00 £70.94 £70.00
90th Percentile £84.00 £75.00 £77.50
UK median hourly rate £54.50 £48.75 £60.00
% change year-on-year +11.79% -18.75% -7.69%

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 4,623 4,026 4,999
As % of all contract IT jobs advertised in the UK excluding London 25.61% 26.85% 25.41%
Number of daily rates quoted 2,989 2,424 3,440
10th Percentile £315 £336 £325
25th Percentile £400 £400 £413
Median daily rate (50th Percentile) £480 £490 £500
Median % change year-on-year -2.04% -2.00% -3.85%
75th Percentile £570 £580 £600
90th Percentile £644 £663 £675
UK median daily rate £505 £525 £550
% change year-on-year -3.81% -4.55% -2.74%
Number of hourly rates quoted 287 197 318
10th Percentile £41.25 £21.25 £37.50
25th Percentile £52.50 £46.18 £48.40
Median hourly rate £65.00 £63.75 £65.00
Median % change year-on-year +1.97% -1.93% -
75th Percentile £69.72 £68.75 £70.00
90th Percentile £75.00 £82.00 £84.36
UK median hourly rate £65.00 £62.50 £62.50
% change year-on-year +4.00% - -

Python
Job Vacancy Trend in the UK excluding London

Historical trend showing the proportion of contract IT job postings citing Python relative to all contract IT jobs advertised in the UK excluding London.

Python job vacancy trend in the UK excluding London

Python
Daily Rate Trend in the UK excluding London

Contractor daily rate distribution trend for jobs in the UK excluding London citing Python.

Contractor daily rate distribution trend for jobs in the UK excluding London citing Python

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 18 December 2025.

Daily rate histogram for Python in the UK excluding London

Python
Hourly Rate Trend in the UK excluding London

Contractor hourly rate distribution trend for jobs in the UK excluding London citing Python.

Contractor hourly rate distribution trend for jobs in the UK excluding London citing Python

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 18 December 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 18 December 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 +9 571 £475 -8.43% 1,054
South East +3 411 £496 -7.67% 1,294
Yorkshire +9 294 £500 -6.98% 432
Midlands +12 281 £500 +5.26% 816
Scotland +7 274 £465 -5.30% 211
North West +4 238 £450 -7.98% 520
West Midlands +15 231 £507 +1.40% 455
South West -10 176 £550 -8.33% 560
East of England +3 146 £525 +5.00% 665
East Midlands -7 50 £406 +1.50% 321
North East +7 44 £475 -15.93% 109
Wales -6 30 £500 - 119
Northern Ireland -4 22 £575 +15.00% 57
Python
UK

Python
Co-Occurring Skills & Capabilities in the UK excluding London 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 94 (5.08%) Confluence
2 65 (3.52%) Apache
3 64 (3.46%) Apache Spark
4 62 (3.35%) Apache Airflow
5 37 (2.00%) SAS
6 28 (1.51%) OpenStack
7 21 (1.14%) SharePoint
8 18 (0.97%) nginx
9 10 (0.54%) Microsoft Exchange
10 8 (0.43%) IIS
11 7 (0.38%) Apache Pig
11 7 (0.38%) Oracle Application Server
12 6 (0.32%) JBoss
13 5 (0.27%) ArcGIS
14 3 (0.16%) Jupyter
15 2 (0.11%) Appian
15 2 (0.11%) Drupal
15 2 (0.11%) WebSphere
16 1 (0.054%) Cloud Foundry
16 1 (0.054%) SharePoint Server
Applications
1 50 (2.70%) Microsoft Excel
2 18 (0.97%) Chatbot
3 15 (0.81%) Microsoft Office
4 11 (0.59%) Mozilla Thunderbird
5 9 (0.49%) Microsoft PowerPoint
6 7 (0.38%) Weka
7 6 (0.32%) Spreadsheet
8 3 (0.16%) Maya
8 3 (0.16%) MS Visio
8 3 (0.16%) NUKE
9 2 (0.11%) CPLEX
10 1 (0.054%) NASTRAN
10 1 (0.054%) SPSS
10 1 (0.054%) Stata
10 1 (0.054%) Windchill
Business Applications
1 5 (0.27%) Dynamics CRM
2 3 (0.16%) Remedy ITSM
2 3 (0.16%) SAP S/4HANA
2 3 (0.16%) Teamcenter
3 2 (0.11%) Maximo
3 2 (0.11%) Salesforce CRM
4 1 (0.054%) Finacle
4 1 (0.054%) NEC Housing
4 1 (0.054%) Oracle Applications
4 1 (0.054%) SAP GRC
Cloud Services
1 688 (37.21%) AWS
2 573 (30.99%) Azure
3 305 (16.50%) GCP
4 231 (12.49%) Serverless
5 196 (10.60%) GitHub
6 151 (8.17%) Power Platform
7 143 (7.73%) AWS Lambda
8 132 (7.14%) Amazon S3
9 121 (6.54%) Azure DevOps
10 115 (6.22%) OpenShift
11 111 (6.00%) GitHub Actions
12 107 (5.79%) AWS CloudFormation
13 88 (4.76%) Amazon EC2
14 77 (4.16%) Amazon CloudWatch
15 76 (4.11%) Amazon ECS
16 68 (3.68%) Virtual Private Cloud
17 65 (3.52%) Snowflake
18 56 (3.03%) Amazon EKS
19 51 (2.76%) Azure Data Factory
20 48 (2.60%) SaaS
Communications & Networking
1 147 (7.95%) Firewall
2 103 (5.57%) DNS
3 76 (4.11%) TCP/IP
4 59 (3.19%) HTTP
5 50 (2.70%) Network Security
6 42 (2.27%) SSL
7 36 (1.95%) BGP
7 36 (1.95%) SMTP
7 36 (1.95%) VPN
8 33 (1.78%) SSH
9 32 (1.73%) FTP
9 32 (1.73%) WAN
10 31 (1.68%) Wireless
11 25 (1.35%) LAN
11 25 (1.35%) MPLS
11 25 (1.35%) Wireshark
12 20 (1.08%) DHCP
13 19 (1.03%) OSPF
14 16 (0.87%) SD-WAN
14 16 (0.87%) VLAN
Database & Business Intelligence
1 200 (10.82%) PostgreSQL
2 140 (7.57%) Power BI
3 138 (7.46%) Relational Database
4 113 (6.11%) NoSQL
5 100 (5.41%) Data Warehouse
6 84 (4.54%) MySQL
7 82 (4.43%) Amazon RDS
8 55 (2.97%) Big Data
8 55 (2.97%) SQL Server
9 54 (2.92%) Tableau
10 48 (2.60%) Data Lake
10 48 (2.60%) MongoDB
11 46 (2.49%) Hadoop
12 44 (2.38%) Elasticsearch
13 35 (1.89%) DynamoDB
13 35 (1.89%) Redis
14 30 (1.62%) RDBMS
15 27 (1.46%) Amazon Redshift
15 27 (1.46%) Oracle Database
16 26 (1.41%) Amazon Aurora
Development Applications
1 348 (18.82%) Jenkins
2 248 (13.41%) Git
3 230 (12.44%) GitLab
4 177 (9.57%) JIRA
5 45 (2.43%) Selenium
6 38 (2.06%) Liquibase
7 35 (1.89%) Bitbucket
8 33 (1.78%) Sonatype Nexus
9 30 (1.62%) JUnit
10 26 (1.41%) Eclipse
10 26 (1.41%) MLflow
11 25 (1.35%) Android Studio
12 24 (1.30%) Xcode
13 23 (1.24%) SonarQube
14 22 (1.19%) Browser DevTools
15 21 (1.14%) Cucumber
16 19 (1.03%) Vagrant
17 18 (0.97%) PyCharm
18 17 (0.92%) Artifactory
18 17 (0.92%) Postman
General
1 585 (31.64%) Social Skills
2 311 (16.82%) Analytical Skills
3 310 (16.77%) Finance
4 215 (11.63%) Public Sector
5 181 (9.79%) Banking
6 73 (3.95%) Documentation Skills
7 36 (1.95%) Financial Institution
8 34 (1.84%) Investment Banking
9 29 (1.57%) Telecoms
10 26 (1.41%) Presentation Skills
11 23 (1.24%) Legal
12 21 (1.14%) Aerospace
12 21 (1.14%) Marketing
13 20 (1.08%) Manufacturing
14 17 (0.92%) Retail
15 15 (0.81%) Electronics
15 15 (0.81%) Front Office
15 15 (0.81%) Organisational Skills
16 10 (0.54%) Law
17 9 (0.49%) Military
Job Titles
1 257 (13.90%) Developer
2 222 (12.01%) Senior
3 180 (9.73%) Data Engineer
4 179 (9.68%) DevOps Engineer
5 140 (7.57%) Analyst
6 111 (6.00%) Architect
7 110 (5.95%) AWS Engineer
8 96 (5.19%) Software Engineer
9 93 (5.03%) Python Developer
10 89 (4.81%) Python Engineer
11 84 (4.54%) Platform Engineer
12 70 (3.79%) Lead
13 63 (3.41%) Data Analyst
14 58 (3.14%) Data Scientist
15 56 (3.03%) Automation Engineer
16 51 (2.76%) Artificial Intelligence Engineer
17 49 (2.65%) AWS DevOps
18 48 (2.60%) Cloud Engineer
19 47 (2.54%) Site Reliability Engineer
20 46 (2.49%) Network Engineer
Libraries, Frameworks & Software Standards
1 219 (11.84%) REST
2 134 (7.25%) RESTful
3 93 (5.03%) Elastic Stack
4 91 (4.92%) React
5 88 (4.76%) Kafka
6 84 (4.54%) FastAPI
7 82 (4.43%) Node.js
8 75 (4.06%) PyTorch
9 70 (3.79%) PySpark
10 66 (3.57%) Pandas
10 66 (3.57%) TensorFlow
11 60 (3.24%) LDAP
12 55 (2.97%) GraphQL
13 54 (2.92%) AngularJS
13 54 (2.92%) NumPy
14 50 (2.70%) Flask
15 49 (2.65%) scikit-learn
16 48 (2.60%) .NET
17 47 (2.54%) CSS
18 45 (2.43%) OAuth
Miscellaneous
1 173 (9.36%) Cloud Native
2 81 (4.38%) Algorithms
3 79 (4.27%) Distributed Systems
4 64 (3.46%) Onboarding
5 63 (3.41%) Product Ownership
6 59 (3.19%) Public Cloud
7 52 (2.81%) Management Information System
8 51 (2.76%) Data Protection Act
9 47 (2.54%) Hybrid Cloud
10 38 (2.06%) Replication
11 36 (1.95%) Data Centre
12 32 (1.73%) Analytical Mindset
13 31 (1.68%) Mobile App
14 30 (1.62%) Data Structures
14 30 (1.62%) NHS
15 28 (1.51%) Cyber Threat
16 26 (1.41%) Legacy Systems
16 26 (1.41%) Security Operations Centre
17 25 (1.35%) PKI
18 23 (1.24%) Private Cloud
Operating Systems
1 459 (24.82%) Linux
2 221 (11.95%) Windows
3 121 (6.54%) Unix
4 48 (2.60%) Red Hat Enterprise Linux
5 41 (2.22%) Windows Server
6 32 (1.73%) Android
7 25 (1.35%) VMS
8 24 (1.30%) Ubuntu
9 22 (1.19%) Amazon Linux
10 10 (0.54%) Windows 7
11 8 (0.43%) Apple iOS
11 8 (0.43%) CentOS
12 7 (0.38%) Kali Linux
13 6 (0.32%) Solaris
14 4 (0.22%) Mac OS
15 3 (0.16%) AIX
15 3 (0.16%) Debian
15 3 (0.16%) Embedded Linux
15 3 (0.16%) Robot Operating System
16 2 (0.11%) Oracle Linux
Processes & Methodologies
1 705 (38.13%) CI/CD
2 664 (35.91%) DevOps
3 535 (28.93%) Agile
4 433 (23.42%) Problem-Solving
5 354 (19.15%) Containerisation
6 343 (18.55%) Infrastructure as Code
7 290 (15.68%) Analytics
8 252 (13.63%) AI
9 242 (13.09%) Machine Learning
10 213 (11.52%) Test Automation
11 203 (10.98%) Software Engineering
12 185 (10.01%) Data Pipeline
13 176 (9.52%) Computer Science
14 174 (9.41%) ETL
15 168 (9.09%) Data Modelling
16 167 (9.03%) Cybersecurity
17 162 (8.76%) Migration
18 158 (8.55%) Microservices
19 154 (8.33%) Data Science
20 147 (7.95%) Data Engineering
Programming Languages
1 477 (25.80%) SQL
2 347 (18.77%) PowerShell
3 312 (16.87%) Java
4 311 (16.82%) Bash
5 190 (10.28%) JavaScript
6 134 (7.25%) Go
7 117 (6.33%) Perl
8 93 (5.03%) Shell Script
9 80 (4.33%) TypeScript
10 79 (4.27%) C#
11 73 (3.95%) R
12 67 (3.62%) C++
13 42 (2.27%) C
14 32 (1.73%) Ruby
15 30 (1.62%) Groovy
16 26 (1.41%) PHP
16 26 (1.41%) Scala
16 26 (1.41%) VBA
17 18 (0.97%) Kusto Query Language
18 14 (0.76%) Bicep
Qualifications
1 495 (26.77%) Security Cleared
2 377 (20.39%) SC Cleared
3 208 (11.25%) Degree
4 132 (7.14%) Computer Science Degree
5 94 (5.08%) DV Cleared
6 88 (4.76%) AWS Certification
7 69 (3.73%) Master's Degree
8 57 (3.08%) CISSP
9 47 (2.54%) Azure Certification
10 45 (2.43%) Cisco Certification
11 27 (1.46%) CCIE
12 25 (1.35%) CCNP
13 24 (1.30%) AWS Certified Solutions Architect
13 24 (1.30%) BPSS Clearance
13 24 (1.30%) CEH
13 24 (1.30%) CISM
14 22 (1.19%) GIAC
15 17 (0.92%) MCP
16 16 (0.87%) JNCIE
17 14 (0.76%) CCNA
Quality Assurance & Compliance
1 85 (4.60%) Data Quality
2 76 (4.11%) GDPR
3 71 (3.84%) QA
4 70 (3.79%) ISO/IEC 27001
5 62 (3.35%) NIST
6 29 (1.57%) Accessibility
7 17 (0.92%) PCI DSS
8 15 (0.81%) EU AI Act
9 14 (0.76%) HIPAA
10 10 (0.54%) Disclosure Scotland
11 9 (0.49%) NCSC
11 9 (0.49%) SLA
12 7 (0.38%) PMO
12 7 (0.38%) SOC 2
13 5 (0.27%) Cyber Essentials
14 4 (0.22%) HMG Security Policy Framework
14 4 (0.22%) PSD2
14 4 (0.22%) Sarbanes-Oxley
15 2 (0.11%) Cyber Essentials PLUS
15 2 (0.11%) IFRS
System Software
1 409 (22.12%) Docker
2 89 (4.81%) Active Directory
3 82 (4.43%) VMware Infrastructure
4 33 (1.78%) vSphere
5 26 (1.41%) VMware NSX
6 18 (0.97%) DFS Replication
6 18 (0.97%) Firmware
7 15 (0.81%) Postfix
7 15 (0.81%) Virtual Machines
8 11 (0.59%) Dovecot
8 11 (0.59%) Hyper-V
8 11 (0.59%) Squid
9 10 (0.54%) HDFS
9 10 (0.54%) Oracle RAC
10 8 (0.43%) GPFS
10 8 (0.43%) KVM
10 8 (0.43%) Slurm Workload Manager
11 7 (0.38%) Lustre
12 6 (0.32%) Virtual Servers
13 4 (0.22%) VMware ESXi
Systems Management
1 501 (27.10%) Kubernetes
2 470 (25.42%) Terraform
3 380 (20.55%) Ansible
4 208 (11.25%) Grafana
5 165 (8.92%) Prometheus
6 53 (2.87%) Argo
7 43 (2.33%) Puppet
8 36 (1.95%) Kibana
9 26 (1.41%) Istio
10 22 (1.19%) Nessus
10 22 (1.19%) NetBackup
11 19 (1.03%) Progress Chef
12 16 (0.87%) Proxmox
13 14 (0.76%) vCenter Server
14 13 (0.70%) vRealize
15 12 (0.65%) Control-M
15 12 (0.65%) Podman
16 11 (0.59%) Kustomize
16 11 (0.59%) logstash
16 11 (0.59%) WMI
Vendors
1 269 (14.55%) Microsoft
2 178 (9.63%) Splunk
3 139 (7.52%) VMware
4 126 (6.81%) Oracle
5 107 (5.79%) Google
6 101 (5.46%) Databricks
7 97 (5.25%) Red Hat
8 87 (4.71%) ServiceNow
9 61 (3.30%) Cisco
10 53 (2.87%) F5
11 45 (2.43%) CyberArk
12 41 (2.22%) Palo Alto
13 31 (1.68%) BeyondTrust
14 26 (1.41%) Atlassian
15 23 (1.24%) Pega
16 20 (1.08%) IBM
16 20 (1.08%) Juniper
17 19 (1.03%) Foundry
18 18 (0.97%) ArcSight
18 18 (0.97%) Veritas