Python Contract Job Trends in West Yorkshire

Python
Yorkshire > West Yorkshire

The table below provides summary statistics and contractor rates for jobs advertised in West Yorkshire requiring Python skills. It covers contract job vacancies from the 6 months leading up to 30 December 2025, with comparisons to the same periods in the previous two years.

6 months to
30 Dec 2025
Same period 2024 Same period 2023
Rank 14 17 44
Rank change year-on-year +3 +27 -19
Contract jobs citing Python 100 65 39
As % of all contract jobs in West Yorkshire 10.88% 9.48% 3.39%
As % of the Programming Languages category 34.97% 29.82% 16.25%
Number of daily rates quoted 66 45 34
10th Percentile £383 £368 £459
25th Percentile £431 £425 £491
Median daily rate (50th Percentile) £500 £500 £575
Median % change year-on-year - -13.04% +9.52%
75th Percentile £537 £600 £625
90th Percentile £550 £733 £700
Yorkshire median daily rate £500 £538 £563
% change year-on-year -6.98% -4.44% +2.27%

All Programming Languages
West Yorkshire

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 West Yorkshire.

Contract vacancies with a requirement for coding skills 286 218 240
As % of all contract IT jobs advertised in West Yorkshire 31.12% 31.78% 20.89%
Number of daily rates quoted 179 152 190
10th Percentile £368 £357 £348
25th Percentile £419 £408 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -4.76%
75th Percentile £573 £567 £588
90th Percentile £675 £725 £653
Yorkshire median daily rate £500 £500 £488
% change year-on-year - +2.56% -7.14%
Number of hourly rates quoted 0 6 4
10th Percentile - £26.25 £16.56
25th Percentile - £27.50 £18.41
Median hourly rate - £61.46 £23.74
Median % change year-on-year - +158.85% -66.08%
75th Percentile - £100.66 £35.59
90th Percentile - £102.00 £51.43
Yorkshire median hourly rate £49.50 £40.00 £23.74
% change year-on-year +23.75% +68.47% -66.08%

Python
Job Vacancy Trend in West Yorkshire

Historical trend showing the proportion of contract IT job postings citing Python relative to all contract IT jobs advertised in West Yorkshire.

Python job vacancy trend in West Yorkshire

Python
Daily Rate Trend in West Yorkshire

Contractor daily rate distribution trend for jobs in West Yorkshire citing Python.

Contractor daily rate distribution trend for jobs in West Yorkshire citing Python

Python
Daily Rate Histogram in West Yorkshire

Daily rate distribution for jobs citing Python in West Yorkshire over the 6 months to 30 December 2025.

Daily rate histogram for Python in West Yorkshire

Python
Hourly Rate Trend in West Yorkshire

Contractor hourly rate distribution trend for jobs in West Yorkshire citing Python.

Contractor hourly rate distribution trend for jobs in West Yorkshire citing Python

Python
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the West Yorkshire region over the 6 months to 30 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
Leeds +1 89 £500 - 187
Bradford -2 7 £435 +2.29% 141
Halifax - 4 - - 1
Python
Yorkshire

Python
Co-Occurring Skills & Capabilities in West Yorkshire 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 6 (6.00%) Confluence
2 4 (4.00%) Apache
2 4 (4.00%) Apache Spark
3 3 (3.00%) Apache Airflow
Cloud Services
1 68 (68.00%) AWS
2 37 (37.00%) Azure
3 21 (21.00%) Amazon S3
3 21 (21.00%) AWS Lambda
3 21 (21.00%) Serverless
4 20 (20.00%) GCP
4 20 (20.00%) GitHub
5 19 (19.00%) Amazon CloudWatch
6 16 (16.00%) GitHub Actions
7 14 (14.00%) Amazon EC2
8 13 (13.00%) Amazon ECS
9 11 (11.00%) Virtual Private Cloud
10 10 (10.00%) AWS CloudFormation
11 6 (6.00%) Amazon ELB
11 6 (6.00%) Azure DevOps
11 6 (6.00%) Azure Storage
12 5 (5.00%) Power Platform
13 3 (3.00%) Amazon EventBridge
13 3 (3.00%) AWS Direct Connect
13 3 (3.00%) dbt
Communications & Networking
1 18 (18.00%) Firewall
2 9 (9.00%) DNS
3 6 (6.00%) TCP/IP
3 6 (6.00%) VPN
4 5 (5.00%) Ethernet
4 5 (5.00%) SD-WAN
4 5 (5.00%) SSL
5 4 (4.00%) Wireshark
6 3 (3.00%) Network Security
7 1 (1.00%) Cisco IOS
7 1 (1.00%) FTP
7 1 (1.00%) IOS XR
7 1 (1.00%) SNMP
7 1 (1.00%) Spanning Tree
7 1 (1.00%) SSH
7 1 (1.00%) TACACS
7 1 (1.00%) WAN
Database & Business Intelligence
1 7 (7.00%) Amazon RDS
1 7 (7.00%) SQL Server
2 6 (6.00%) DynamoDB
2 6 (6.00%) PostgreSQL
3 5 (5.00%) Power BI
4 4 (4.00%) MongoDB
4 4 (4.00%) Tableau
5 3 (3.00%) Amazon Redshift
5 3 (3.00%) Data Lake
5 3 (3.00%) NoSQL
5 3 (3.00%) Relational Database
6 2 (2.00%) Amazon Athena
6 2 (2.00%) Data Warehouse
7 1 (1.00%) Big Data
7 1 (1.00%) BigQuery
7 1 (1.00%) Data Hub
7 1 (1.00%) Hadoop
7 1 (1.00%) MySQL
7 1 (1.00%) Power Query
7 1 (1.00%) QlikView
Development Applications
1 28 (28.00%) Jenkins
2 16 (16.00%) Git
3 9 (9.00%) GitLab
4 8 (8.00%) JIRA
5 6 (6.00%) CircleCI
6 2 (2.00%) MSI
7 1 (1.00%) Maven
7 1 (1.00%) Octopus Deploy
7 1 (1.00%) SonarQube
7 1 (1.00%) Sonatype Nexus
7 1 (1.00%) Spinnaker
General
1 31 (31.00%) Public Sector
2 11 (11.00%) Social Skills
3 9 (9.00%) Analytical Skills
4 6 (6.00%) Banking
5 2 (2.00%) Finance
5 2 (2.00%) Health Technology
5 2 (2.00%) Legal
6 1 (1.00%) Inclusion and Diversity
6 1 (1.00%) Law
6 1 (1.00%) Local Government
6 1 (1.00%) Telecoms
Job Titles
1 23 (23.00%) Senior
2 22 (22.00%) Developer
3 21 (21.00%) AWS Engineer
4 19 (19.00%) DevOps Engineer
5 16 (16.00%) Python Developer
6 12 (12.00%) AWS DevOps
7 11 (11.00%) AWS DevOps Engineer
8 9 (9.00%) Senior DevOps
9 8 (8.00%) Cloud Platform Engineer
9 8 (8.00%) Data Engineer
9 8 (8.00%) Lead
9 8 (8.00%) Platform Engineer
9 8 (8.00%) Senior DevOps Engineer
10 7 (7.00%) AWS Developer
10 7 (7.00%) AWS Platform Engineer
10 7 (7.00%) Network Engineer
11 6 (6.00%) NetBackup Engineer
11 6 (6.00%) Python Engineer
11 6 (6.00%) Senior Developer
12 5 (5.00%) Analyst
Libraries, Frameworks & Software Standards
1 12 (12.00%) React
2 8 (8.00%) Django
3 7 (7.00%) Flask
4 6 (6.00%) FastAPI
4 6 (6.00%) JWT
4 6 (6.00%) OAuth
5 5 (5.00%) Node.js
5 5 (5.00%) SAML
6 3 (3.00%) Lambda Expressions
6 3 (3.00%) PySpark
6 3 (3.00%) Vue
7 2 (2.00%) AWS CDK
7 2 (2.00%) FHIR
7 2 (2.00%) Kafka
7 2 (2.00%) REST
7 2 (2.00%) RESTful
8 1 (1.00%) HTML5
8 1 (1.00%) OpenAPI
8 1 (1.00%) RabbitMQ
8 1 (1.00%) Zustand
Miscellaneous
1 22 (22.00%) NHS
2 11 (11.00%) Cloud Native
3 3 (3.00%) Onboarding
3 3 (3.00%) Security Posture
4 2 (2.00%) Analytical Mindset
4 2 (2.00%) Greenfield Project
4 2 (2.00%) Hybrid Cloud
4 2 (2.00%) Legacy Systems
4 2 (2.00%) Product Ownership
5 1 (1.00%) Data Centre
5 1 (1.00%) Data Protection Act
5 1 (1.00%) Distributed Systems
5 1 (1.00%) Low-Code
5 1 (1.00%) Private Cloud
5 1 (1.00%) Security Operations Centre
5 1 (1.00%) Self-Motivation
Operating Systems
1 24 (24.00%) Linux
2 4 (4.00%) Unix
2 4 (4.00%) Windows
3 3 (3.00%) Amazon Linux
4 1 (1.00%) Windows Server
Processes & Methodologies
1 42 (42.00%) DevOps
2 41 (41.00%) CI/CD
2 41 (41.00%) Infrastructure as Code
3 25 (25.00%) Agile
4 16 (16.00%) Containerisation
5 13 (13.00%) Infrastructure Automation
5 13 (13.00%) Mentoring
5 13 (13.00%) Observability
6 12 (12.00%) Disaster Recovery
6 12 (12.00%) Software Engineering
6 12 (12.00%) Test Automation
7 11 (11.00%) Platform Engineering
7 11 (11.00%) Test Strategy
8 10 (10.00%) Cloud Security
8 10 (10.00%) Cybersecurity
8 10 (10.00%) Data Pipeline
9 9 (9.00%) Full-Stack Development
9 9 (9.00%) Security Monitoring
9 9 (9.00%) Task Automation
9 9 (9.00%) Visualisation
Programming Languages
1 36 (36.00%) Bash
2 18 (18.00%) PowerShell
3 15 (15.00%) JavaScript
4 13 (13.00%) SQL
5 11 (11.00%) TypeScript
6 9 (9.00%) Java
7 3 (3.00%) C
7 3 (3.00%) C#
7 3 (3.00%) C++
7 3 (3.00%) Go
7 3 (3.00%) Search Processing Language
8 2 (2.00%) Bicep
9 1 (1.00%) Kotlin
9 1 (1.00%) Perl
9 1 (1.00%) R
9 1 (1.00%) Rust
9 1 (1.00%) Scala
9 1 (1.00%) Shell Script
9 1 (1.00%) T-SQL
Qualifications
1 28 (28.00%) Security Cleared
2 23 (23.00%) SC Cleared
3 2 (2.00%) BPSS Clearance
3 2 (2.00%) DV Cleared
4 1 (1.00%) AWS Certification
4 1 (1.00%) AWS Certified Solutions Architect
4 1 (1.00%) Azure Certification
4 1 (1.00%) CCNA
4 1 (1.00%) Cisco Certification
4 1 (1.00%) CISSP
4 1 (1.00%) CompTIA CySA+
4 1 (1.00%) Computer Science Degree
4 1 (1.00%) Degree
4 1 (1.00%) GCIH
4 1 (1.00%) OCP
4 1 (1.00%) Oracle Certification
Quality Assurance & Compliance
1 5 (5.00%) Data Quality
2 4 (4.00%) Accessibility
3 3 (3.00%) HIPAA
3 3 (3.00%) SOC 2
4 2 (2.00%) ISO/IEC 27001
5 1 (1.00%) Actionable Recommendations
5 1 (1.00%) Cyber Essentials
5 1 (1.00%) NIST
5 1 (1.00%) QA
5 1 (1.00%) SLA
5 1 (1.00%) WCAG
System Software
1 32 (32.00%) Docker
2 7 (7.00%) VMware Infrastructure
3 2 (2.00%) Active Directory
4 1 (1.00%) Hyper-V
4 1 (1.00%) VMware ESXi
4 1 (1.00%) vSphere
Systems Management
1 63 (63.00%) Terraform
2 30 (30.00%) Kubernetes
3 22 (22.00%) Ansible
4 10 (10.00%) Grafana
5 6 (6.00%) NetBackup
5 6 (6.00%) Oracle RMAN
5 6 (6.00%) Prometheus
6 3 (3.00%) Packer
7 2 (2.00%) Istio
7 2 (2.00%) Single Sign-On
8 1 (1.00%) Progress Chef
8 1 (1.00%) Puppet
8 1 (1.00%) SCCM
8 1 (1.00%) WSUS
Vendors
1 17 (17.00%) Splunk
2 10 (10.00%) Google
3 8 (8.00%) Microsoft
3 8 (8.00%) VMware
4 7 (7.00%) Oracle
5 6 (6.00%) CheckPoint
5 6 (6.00%) CyberArk
5 6 (6.00%) F5
5 6 (6.00%) Palo Alto
5 6 (6.00%) Veritas
6 5 (5.00%) Cisco
6 5 (5.00%) Databricks
7 4 (4.00%) Juniper
7 4 (4.00%) Meraki
7 4 (4.00%) Nokia
8 2 (2.00%) Brio
8 2 (2.00%) CloudEndure
8 2 (2.00%) Cribl.io
8 2 (2.00%) ServiceNow
8 2 (2.00%) Zscaler