Python Job Trends in the North West

Python
England > North West

The table below provides summary statistics and salary benchmarking for jobs advertised in the North West requiring Python skills. It covers permanent job vacancies from the 6 months leading up to 6 July 2026, with comparisons to the same periods in the previous two years.

6 months to
6 Jul 2026
Same period 2025 Same period 2024
Rank 22 6 28
Rank change year-on-year -16 +22 -14
Permanent jobs citing Python 590 1,049 583
As % of all permanent jobs in the North West 5.27% 20.84% 5.48%
As % of the Programming Languages category 35.12% 54.58% 18.89%
Number of salaries quoted 387 178 402
10th Percentile £35,000 £41,250 £37,500
25th Percentile £45,000 £50,000 £46,250
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% -7.69%
75th Percentile £84,375 £80,938 £80,000
90th Percentile £97,500 £95,375 £87,500
England median annual salary £70,000 £75,000 £70,000
% change year-on-year -6.67% +7.14% -6.67%

All Programming Languages
North West

Python falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring coding skills in the North West.

Permanent vacancies with a requirement for coding skills 1,680 1,922 3,086
As % of all permanent jobs advertised in the North West 15.00% 38.19% 29.00%
Number of salaries quoted 1,318 807 2,431
10th Percentile £37,500 £33,125 £34,750
25th Percentile £45,000 £43,750 £42,500
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -4.35%
75th Percentile £75,250 £72,777 £68,750
90th Percentile £90,000 £87,500 £80,000
England median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -7.69%

Python
Job Vacancy Trend in the North West

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

Python job vacancy trend in the North West

Python
Salary Trend in the North West

Salary distribution trend for jobs in the North West citing Python.

Salary distribution trend for jobs in the North West citing Python

Python
Salary Histogram in the North West

Salary distribution for jobs citing Python in the North West over the 6 months to 6 July 2026.

Salary histogram for Python in the North West

Python
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the North West region over the 6 months to 6 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Manchester -8 412 £66,750 +2.69% 168
Lancashire -15 75 £47,500 -7.32% 44
Merseyside +5 74 £45,794 -12.77% 23
Cheshire -49 26 £67,500 +28.57% 28
Cumbria -22 1 £85,000 +17.24% 1
Python
England

Python
Co-Occurring Skills & Capabilities in the North West 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 14 (2.37%) Apache Spark
2 13 (2.20%) Apache
2 13 (2.20%) Apache Airflow
3 12 (2.03%) Jupyter
4 8 (1.36%) WordPress
5 6 (1.02%) Confluence
5 6 (1.02%) Microsoft Exchange
6 5 (0.85%) Adobe Experience Manager
7 4 (0.68%) GeoServer
8 3 (0.51%) nginx
9 2 (0.34%) IIS
9 2 (0.34%) SharePoint
10 1 (0.17%) JBoss
Applications
1 87 (14.75%) Microsoft Excel
2 14 (2.37%) Chatbot
3 2 (0.34%) Microsoft Office
3 2 (0.34%) Spreadsheet
4 1 (0.17%) Microsoft PowerPoint
Business Applications
1 1 (0.17%) Primavera
Cloud Services
1 272 (46.10%) Azure
2 219 (37.12%) AWS
3 102 (17.29%) Power Platform
4 90 (15.25%) Azure AI
5 77 (13.05%) GCP
6 59 (10.00%) GitHub
7 51 (8.64%) Serverless
8 30 (5.08%) AWS Lambda
9 28 (4.75%) Amazon S3
10 25 (4.24%) Azure DevOps
11 23 (3.90%) AWS CloudFormation
11 23 (3.90%) GitHub Actions
11 23 (3.90%) SaaS
12 19 (3.22%) Amazon ECS
13 18 (3.05%) Cloud Computing
14 15 (2.54%) dbt
15 13 (2.20%) Datadog
16 12 (2.03%) Amazon CloudWatch
16 12 (2.03%) Snowflake
17 10 (1.69%) Entra ID
Communications & Networking
1 24 (4.07%) Firewall
2 15 (2.54%) Internet
3 10 (1.69%) VPN
4 9 (1.53%) TCP/IP
5 8 (1.36%) DNS
5 8 (1.36%) SAN
6 7 (1.19%) Network Security
7 6 (1.02%) BGP
7 6 (1.02%) DHCP
7 6 (1.02%) Wi-Fi
7 6 (1.02%) Wireshark
8 5 (0.85%) WAN
9 4 (0.68%) IPsec
9 4 (0.68%) NGFW
9 4 (0.68%) OSPF
9 4 (0.68%) SD-WAN
9 4 (0.68%) VXLAN
9 4 (0.68%) Wireless
10 3 (0.51%) LAN
10 3 (0.51%) SNMP
Database & Business Intelligence
1 94 (15.93%) Power BI
2 87 (14.75%) Tableau
3 29 (4.92%) Data Warehouse
4 27 (4.58%) SQL Server
5 20 (3.39%) Data Lake
5 20 (3.39%) NoSQL
6 19 (3.22%) PostgreSQL
7 17 (2.88%) Data Mining
8 16 (2.71%) MongoDB
8 16 (2.71%) Relational Database
9 14 (2.37%) DynamoDB
10 12 (2.03%) BigQuery
11 11 (1.86%) Amazon RDS
11 11 (1.86%) Big Data
12 10 (1.69%) Amazon Redshift
13 9 (1.53%) SQL Server Reporting Services
14 7 (1.19%) Amazon Athena
14 7 (1.19%) Elasticsearch
14 7 (1.19%) MySQL
14 7 (1.19%) SQL Server Integration Services
Development Applications
1 49 (8.31%) Git
2 29 (4.92%) Jenkins
3 14 (2.37%) GitLab
4 12 (2.03%) JIRA
4 12 (2.03%) Visual Studio Code
5 7 (1.19%) Bitbucket
6 6 (1.02%) Cypress.io
7 4 (0.68%) Atlassian Bamboo
7 4 (0.68%) Cucumber
7 4 (0.68%) Robot Framework
7 4 (0.68%) Vite
8 3 (0.51%) Claude Code
8 3 (0.51%) Selenium
9 2 (0.34%) Maven
9 2 (0.34%) MLflow
9 2 (0.34%) Postman
10 1 (0.17%) Gemini Tracker
10 1 (0.17%) LabVIEW
10 1 (0.17%) REST Assured
10 1 (0.17%) Subversion
General
1 189 (32.03%) Social Skills
2 107 (18.14%) Finance
3 81 (13.73%) Analytical Skills
4 32 (5.42%) Retail
5 27 (4.58%) Law
6 26 (4.41%) Public Sector
7 19 (3.22%) Inclusion and Diversity
8 17 (2.88%) Manufacturing
9 13 (2.20%) Marketing
10 10 (1.69%) Aerospace
10 10 (1.69%) Legal
10 10 (1.69%) Multimedia
11 6 (1.02%) Banking
11 6 (1.02%) Documentation Skills
11 6 (1.02%) Electronics
11 6 (1.02%) Police
12 5 (0.85%) Telecoms
13 4 (0.68%) Advertising
13 4 (0.68%) Games
13 4 (0.68%) Spanish Language
Job Titles
1 128 (21.69%) Senior
2 100 (16.95%) Analyst
3 89 (15.08%) Data Analyst
4 73 (12.37%) Data Engineer
5 68 (11.53%) Developer
6 65 (11.02%) Junior
6 65 (11.02%) Junior Analyst
6 65 (11.02%) Junior Data Analyst
7 64 (10.85%) Software Engineer
8 53 (8.98%) Lead
9 46 (7.80%) Python Engineer
10 38 (6.44%) Artificial Intelligence Engineer
11 37 (6.27%) Trainee
12 33 (5.59%) Senior Data Engineer
13 24 (4.07%) Python Software Engineer
14 20 (3.39%) Architect
14 20 (3.39%) DevOps Engineer
14 20 (3.39%) Python Developer
15 19 (3.22%) GCP Engineer
16 18 (3.05%) Software Developer
Libraries, Frameworks & Software Standards
1 46 (7.80%) React
2 34 (5.76%) Node.js
3 33 (5.59%) .NET
4 29 (4.92%) HTML
4 29 (4.92%) Kafka
5 28 (4.75%) FastAPI
5 28 (4.75%) Vue
6 27 (4.58%) Spring
6 27 (4.58%) Spring Boot
7 24 (4.07%) CSS
8 22 (3.73%) Pandas
9 19 (3.22%) AngularJS
10 18 (3.05%) Next.js
10 18 (3.05%) NumPy
10 18 (3.05%) PySpark
10 18 (3.05%) scikit-learn
11 16 (2.71%) REST
12 14 (2.37%) React Native
12 14 (2.37%) Ruby on Rails
13 12 (2.03%) Hugging Face
Miscellaneous
1 69 (11.69%) Cloud Native
2 30 (5.08%) Distributed Systems
3 27 (4.58%) Onboarding
4 26 (4.41%) Algorithms
5 16 (2.71%) Data Centre
6 15 (2.54%) Management Information System
6 15 (2.54%) Product Ownership
7 14 (2.37%) AI Agents
8 13 (2.20%) Greenfield Project
9 11 (1.86%) Mobile App
10 10 (1.69%) Public Cloud
11 8 (1.36%) Low-Code
11 8 (1.36%) Marketing Technology
12 7 (1.19%) Driving Licence
12 7 (1.19%) Legacy Systems
12 7 (1.19%) Security Operations Centre
13 6 (1.02%) Cyberattack
13 6 (1.02%) Data Structures
13 6 (1.02%) Hybrid Cloud
13 6 (1.02%) Virtual Team
Operating Systems
1 27 (4.58%) Linux
2 14 (2.37%) Windows
3 10 (1.69%) Red Hat Enterprise Linux
4 7 (1.19%) Windows Server
5 5 (0.85%) CentOS
6 4 (0.68%) Ubuntu
6 4 (0.68%) Unix
7 3 (0.51%) Android
7 3 (0.51%) Apple iOS
7 3 (0.51%) Debian
7 3 (0.51%) Solaris
8 2 (0.34%) Embedded Linux
8 2 (0.34%) FreeRTOS
9 1 (0.17%) CoreOS
9 1 (0.17%) VMS
9 1 (0.17%) Windows Server 2016
9 1 (0.17%) Windows Server 2019
Processes & Methodologies
1 258 (43.73%) AI
2 135 (22.88%) CI/CD
3 127 (21.53%) Analytics
4 113 (19.15%) DevOps
5 109 (18.47%) Software Engineering
6 104 (17.63%) Infrastructure as Code
7 103 (17.46%) Business Intelligence
8 98 (16.61%) Problem-Solving
9 95 (16.10%) Agile
10 81 (13.73%) Mentoring
11 76 (12.88%) Machine Learning
12 61 (10.34%) Containerisation
13 60 (10.17%) Data Pipeline
14 56 (9.49%) Continuous Improvement
14 56 (9.49%) Observability
15 53 (8.98%) Microservices
15 53 (8.98%) Test Automation
16 52 (8.81%) Event-Driven
17 50 (8.47%) Decision-Making
18 49 (8.31%) Data Engineering
Programming Languages
1 237 (40.17%) SQL
2 91 (15.42%) Java
3 75 (12.71%) JavaScript
4 50 (8.47%) TypeScript
5 42 (7.12%) PowerShell
6 38 (6.44%) Bash
7 26 (4.41%) C++
8 24 (4.07%) C#
9 23 (3.90%) R
10 18 (3.05%) Go
11 14 (2.37%) Bicep
11 14 (2.37%) Ruby
12 13 (2.20%) C
13 10 (1.69%) Scala
14 8 (1.36%) PHP
15 7 (1.19%) Data Analysis Expressions
16 6 (1.02%) T-SQL
17 4 (0.68%) Kusto Query Language
18 1 (0.17%) Shell Script
18 1 (0.17%) VB.NET
Qualifications
1 113 (19.15%) Azure Certification
2 65 (11.02%) Security Cleared
3 48 (8.14%) Degree
4 35 (5.93%) SC Cleared
5 31 (5.25%) AWS Certification
6 29 (4.92%) DV Cleared
7 26 (4.41%) AWS Certified Cloud Practitioner
8 17 (2.88%) Microsoft Certification
9 14 (2.37%) Computer Science Degree
10 10 (1.69%) Master's Degree
11 8 (1.36%) DBS Check
12 7 (1.19%) BPSS Clearance
13 4 (0.68%) Cisco Certification
14 3 (0.51%) MBA
14 3 (0.51%) PhD
15 2 (0.34%) CCIE
15 2 (0.34%) CCNA
15 2 (0.34%) CCNP
15 2 (0.34%) TOGAF Certification
16 1 (0.17%) CompTIA CySA+
Quality Assurance & Compliance
1 46 (7.80%) Data Quality
2 19 (3.22%) QA
3 6 (1.02%) DICOM
4 2 (0.34%) Accessibility
4 2 (0.34%) ISO/IEC 27001
4 2 (0.34%) SLA
5 1 (0.17%) GDPR
5 1 (0.17%) IFRS
5 1 (0.17%) IFRS 9
System Software
1 72 (12.20%) Docker
2 11 (1.86%) VMware Infrastructure
3 7 (1.19%) Active Directory
4 3 (0.51%) Virtual Desktop
5 2 (0.34%) Hyper-V
5 2 (0.34%) Virtual Machines
6 1 (0.17%) KVM
Systems Management
1 118 (20.00%) Terraform
2 65 (11.02%) Kubernetes
3 41 (6.95%) Ansible
4 18 (3.05%) Grafana
5 17 (2.88%) Prometheus
6 6 (1.02%) Puppet
7 4 (0.68%) Argo
7 4 (0.68%) Istio
8 3 (0.51%) linkerd
8 3 (0.51%) Nagios
9 2 (0.34%) Microsoft Clustering
9 2 (0.34%) Podman
9 2 (0.34%) Progress Chef
9 2 (0.34%) QRadar
9 2 (0.34%) SolarWinds Orion
10 1 (0.17%) Active Directory Federation Services
10 1 (0.17%) AWS Copilot
10 1 (0.17%) Rancher
10 1 (0.17%) Single Sign-On
10 1 (0.17%) ZABBIX
Vendors
1 158 (26.78%) Microsoft
2 29 (4.92%) Databricks
3 25 (4.24%) Google
4 15 (2.54%) Splunk
5 14 (2.37%) VMware
6 13 (2.20%) HubSpot
7 12 (2.03%) Red Hat
8 9 (1.53%) Adobe
9 6 (1.02%) OpenAI
10 5 (0.85%) Oracle
11 4 (0.68%) Arista
11 4 (0.68%) Aruba
11 4 (0.68%) Cisco
11 4 (0.68%) NetScout
12 3 (0.51%) Atlassian
12 3 (0.51%) LogicMonitor
12 3 (0.51%) SaltStack
12 3 (0.51%) SAP
13 2 (0.34%) Alteryx
13 2 (0.34%) F5