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 27 February 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Feb 2026
Same period 2025 Same period 2024
Rank 33 21 26
Rank change year-on-year -12 +5 -16
Permanent jobs citing Python 347 343 463
As % of all permanent jobs in the North West 4.56% 7.89% 6.80%
As % of the Programming Languages category 36.07% 27.09% 19.79%
Number of salaries quoted 259 190 346
10th Percentile £28,250 £38,200 £35,000
25th Percentile £35,000 £49,152 £42,813
Median annual salary (50th Percentile) £52,500 £62,500 £55,000
Median % change year-on-year -16.00% +13.64% -8.33%
75th Percentile £77,906 £78,750 £70,000
90th Percentile £95,000 £95,000 £85,000
England median annual salary £67,500 £75,000 £70,000
% change year-on-year -10.00% +7.14% -3.45%

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 962 1,266 2,339
As % of all permanent jobs advertised in the North West 12.65% 29.12% 34.38%
Number of salaries quoted 797 783 2,001
10th Percentile £33,750 £36,250 £34,750
25th Percentile £45,000 £45,000 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -4.55%
75th Percentile £73,750 £72,500 £70,000
90th Percentile £87,500 £87,500 £82,500
England median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +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 27 February 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 27 February 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 -12 206 £61,418 -5.51% 91
Merseyside +14 76 £40,000 -27.27% 11
Lancashire -8 34 £48,445 -17.54% 23
Cheshire -33 16 £55,000 +13.86% 22
Cumbria -11 11 £85,000 +17.24% 2
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 13 (3.75%) Jupyter
2 9 (2.59%) Apache Airflow
3 8 (2.31%) Apache
3 8 (2.31%) WordPress
4 7 (2.02%) Apache Spark
5 6 (1.73%) CMS
6 4 (1.15%) OpenStack
7 3 (0.86%) JBoss
7 3 (0.86%) Microsoft Exchange
8 2 (0.58%) nginx
9 1 (0.29%) Adobe Experience Manager
9 1 (0.29%) Apache Solr
9 1 (0.29%) GeoServer
9 1 (0.29%) SAS
9 1 (0.29%) WebSphere
Applications
1 85 (24.50%) Microsoft Excel
2 12 (3.46%) Chatbot
3 1 (0.29%) Microsoft Office
3 1 (0.29%) Trello
Business Applications
1 4 (1.15%) NetSuite
2 1 (0.29%) Primavera
Cloud Services
1 180 (51.87%) Azure
2 161 (46.40%) AWS
3 65 (18.73%) Power Platform
4 64 (18.44%) GitHub
5 49 (14.12%) GCP
6 46 (13.26%) Azure AI
7 21 (6.05%) Cloud Computing
8 14 (4.03%) AWS CloudFormation
8 14 (4.03%) Serverless
9 13 (3.75%) Snowflake
10 10 (2.88%) dbt
11 9 (2.59%) OpenShift
12 8 (2.31%) Amazon EKS
12 8 (2.31%) AWS Lambda
13 7 (2.02%) Entra ID
13 7 (2.02%) SaaS
14 6 (1.73%) Amazon ECS
14 6 (1.73%) Amazon S3
14 6 (1.73%) Azure DevOps
14 6 (1.73%) GitHub Actions
Communications & Networking
1 57 (16.43%) Internet
2 11 (3.17%) Firewall
3 7 (2.02%) TCP/IP
4 6 (1.73%) DNS
5 5 (1.44%) HTTP
6 4 (1.15%) AMQP
6 4 (1.15%) NGFW
6 4 (1.15%) SSL
6 4 (1.15%) VXLAN
6 4 (1.15%) Wi-Fi
6 4 (1.15%) Wireshark
7 3 (0.86%) DHCP
7 3 (0.86%) SAN
7 3 (0.86%) VPN
8 1 (0.29%) LAN
8 1 (0.29%) LTE
8 1 (0.29%) Network Security
8 1 (0.29%) SNMP
8 1 (0.29%) TCAP
8 1 (0.29%) WAN
Database & Business Intelligence
1 85 (24.50%) Tableau
2 61 (17.58%) Power BI
3 36 (10.37%) Data Mining
4 24 (6.92%) PostgreSQL
5 21 (6.05%) MongoDB
6 14 (4.03%) NoSQL
7 12 (3.46%) BigQuery
8 11 (3.17%) Elasticsearch
9 10 (2.88%) Relational Database
9 10 (2.88%) SQL Server
10 8 (2.31%) Amazon Redshift
10 8 (2.31%) Hadoop
11 7 (2.02%) Big Data
11 7 (2.02%) Data Lake
12 6 (1.73%) MySQL
12 6 (1.73%) Semantic Layer
13 5 (1.44%) Data Warehouse
13 5 (1.44%) Electronic Patient Records
13 5 (1.44%) Neo4j
14 4 (1.15%) Cloudera CDH
Development Applications
1 79 (22.77%) Git
2 14 (4.03%) Jenkins
3 13 (3.75%) GitLab
4 12 (3.46%) Visual Studio Code
5 6 (1.73%) Bitbucket
5 6 (1.73%) Postman
6 3 (0.86%) Octopus Deploy
6 3 (0.86%) Selenium
7 2 (0.58%) CircleCI
7 2 (0.58%) Cucumber
7 2 (0.58%) JIRA
7 2 (0.58%) Maven
7 2 (0.58%) Subversion
8 1 (0.29%) Ant
8 1 (0.29%) Artifactory
8 1 (0.29%) Cypress.io
8 1 (0.29%) JMeter
8 1 (0.29%) JUnit
8 1 (0.29%) SoapUI
8 1 (0.29%) Sonatype Nexus
General
1 85 (24.50%) Social Skills
2 74 (21.33%) Finance
3 59 (17.00%) Analytical Skills
4 50 (14.41%) Multimedia
5 20 (5.76%) Retail
6 16 (4.61%) Manufacturing
7 15 (4.32%) Public Sector
8 9 (2.59%) Banking
8 9 (2.59%) Inclusion and Diversity
8 9 (2.59%) Marketing
9 8 (2.31%) Legal
10 5 (1.44%) Aerospace
10 5 (1.44%) Law
10 5 (1.44%) Organisational Skills
10 5 (1.44%) Telecoms
11 4 (1.15%) Advertising
11 4 (1.15%) Investment Banking
11 4 (1.15%) Italian Language
11 4 (1.15%) Spanish Language
12 3 (0.86%) Portuguese Language
Job Titles
1 97 (27.95%) Trainee
2 88 (25.36%) Analyst
3 85 (24.50%) Data Analyst
4 52 (14.99%) Developer
5 51 (14.70%) Senior
6 45 (12.97%) Junior
6 45 (12.97%) Junior Analyst
6 45 (12.97%) Junior Data Analyst
7 35 (10.09%) Trainee Analyst
7 35 (10.09%) Trainee Data Analyst
8 30 (8.65%) Software Engineer
9 26 (7.49%) Python Engineer
10 25 (7.20%) Software Developer
11 23 (6.63%) Data Engineer
12 22 (6.34%) Trainee Developer
12 22 (6.34%) Trainee Software Developer
13 19 (5.48%) Lead
14 12 (3.46%) Artificial Intelligence Programmer
14 12 (3.46%) Programmer
14 12 (3.46%) Trainee Programmer
Libraries, Frameworks & Software Standards
1 57 (16.43%) CSS
1 57 (16.43%) HTML
2 25 (7.20%) React
3 18 (5.19%) .NET
3 18 (5.19%) Node.js
4 15 (4.32%) Django
4 15 (4.32%) scikit-learn
5 13 (3.75%) Hugging Face
5 13 (3.75%) Pandas
6 12 (3.46%) Matplotlib
6 12 (3.46%) NumPy
6 12 (3.46%) Streamlit
7 11 (3.17%) AngularJS
7 11 (3.17%) FastAPI
8 10 (2.88%) Flask
8 10 (2.88%) REST
9 9 (2.59%) PyTorch
9 9 (2.59%) TensorFlow
10 8 (2.31%) RESTful
11 7 (2.02%) JSON
Miscellaneous
1 30 (8.65%) Cloud Native
2 17 (4.90%) Algorithms
3 9 (2.59%) Product Ownership
4 8 (2.31%) Data Centre
5 7 (2.02%) Legacy Systems
6 6 (1.73%) Data Structures
7 5 (1.44%) Low-Code
7 5 (1.44%) Onboarding
7 5 (1.44%) PACS
7 5 (1.44%) Public Cloud
8 4 (1.15%) Analytical Mindset
8 4 (1.15%) Driving Licence
8 4 (1.15%) Hybrid Cloud
8 4 (1.15%) PKI
9 3 (0.86%) Greenfield Project
9 3 (0.86%) Linux Command Line
10 2 (0.58%) Cyber Threat
10 2 (0.58%) Distributed Computing
10 2 (0.58%) Distributed Systems
10 2 (0.58%) Self-Motivation
Operating Systems
1 27 (7.78%) Linux
2 8 (2.31%) Windows
3 7 (2.02%) Red Hat Enterprise Linux
4 5 (1.44%) CentOS
4 5 (1.44%) Debian
4 5 (1.44%) Ubuntu
5 4 (1.15%) Unix
5 4 (1.15%) Windows Server
6 3 (0.86%) Android
6 3 (0.86%) Apple iOS
7 1 (0.29%) CoreOS
7 1 (0.29%) Solaris
7 1 (0.29%) Windows Server 2016
7 1 (0.29%) Windows Server 2019
Processes & Methodologies
1 111 (31.99%) AI
2 72 (20.75%) Analytics
3 66 (19.02%) Mentoring
4 64 (18.44%) Business Intelligence
5 55 (15.85%) CI/CD
6 51 (14.70%) Cybersecurity
7 50 (14.41%) Software Engineering
8 48 (13.83%) Data Analysis
8 48 (13.83%) Data Analytics
9 47 (13.54%) DevOps
10 46 (13.26%) Problem-Solving
11 45 (12.97%) Agile
11 45 (12.97%) Machine Learning
12 42 (12.10%) Infrastructure as Code
13 41 (11.82%) Project Management
14 35 (10.09%) Business Analysis
15 33 (9.51%) Data Science
16 32 (9.22%) Containerisation
17 29 (8.36%) Visualisation
18 24 (6.92%) Open Source
Programming Languages
1 144 (41.50%) SQL
2 82 (23.63%) JavaScript
3 38 (10.95%) Java
4 34 (9.80%) R
5 20 (5.76%) TypeScript
6 17 (4.90%) Go
7 15 (4.32%) PowerShell
8 12 (3.46%) Bash
8 12 (3.46%) C
9 6 (1.73%) Bicep
9 6 (1.73%) PHP
10 5 (1.44%) ANSI SQL
11 4 (1.15%) C#
12 2 (0.58%) C++
12 2 (0.58%) Groovy
12 2 (0.58%) MATLAB
12 2 (0.58%) Scala
12 2 (0.58%) VBA
13 1 (0.29%) Data Analysis Expressions
13 1 (0.29%) VB.NET
Qualifications
1 105 (30.26%) Azure Certification
2 67 (19.31%) AWS Certification
3 62 (17.87%) AWS Certified Cloud Practitioner
4 53 (15.27%) Microsoft Certification
5 28 (8.07%) Degree
6 27 (7.78%) Security Cleared
7 18 (5.19%) SC Cleared
8 12 (3.46%) DV Cleared
9 8 (2.31%) Computer Science Degree
10 6 (1.73%) DBS Check
11 5 (1.44%) Master's Degree
12 4 (1.15%) TOGAF Certification
13 3 (0.86%) PhD
14 1 (0.29%) BPSS Clearance
14 1 (0.29%) HNC
14 1 (0.29%) HND
14 1 (0.29%) LPIC
14 1 (0.29%) MBA
Quality Assurance & Compliance
1 9 (2.59%) Data Quality
2 6 (1.73%) QA
3 5 (1.44%) DICOM
4 2 (0.58%) Accessibility
5 1 (0.29%) Disclosure Scotland
5 1 (0.29%) FINRA
5 1 (0.29%) PCI DSS
5 1 (0.29%) WCAG
System Software
1 34 (9.80%) Docker
2 5 (1.44%) Virtual Desktop
3 3 (0.86%) Active Directory
3 3 (0.86%) KVM
3 3 (0.86%) QEMU
3 3 (0.86%) Virtual Machines
4 1 (0.29%) Hyper-V
4 1 (0.29%) VMware Infrastructure
4 1 (0.29%) vSphere
Systems Management
1 51 (14.70%) Terraform
2 42 (12.10%) Kubernetes
3 30 (8.65%) Ansible
4 8 (2.31%) Grafana
5 5 (1.44%) Prometheus
5 5 (1.44%) Puppet
6 3 (0.86%) Rancher
7 2 (0.58%) Active Directory Federation Services
7 2 (0.58%) AWS Copilot
7 2 (0.58%) BMC PATROL
7 2 (0.58%) Nagios
7 2 (0.58%) Podman
7 2 (0.58%) Single Sign-On
8 1 (0.29%) McAfee ePO
8 1 (0.29%) SCVMM
Vendors
1 160 (46.11%) Microsoft
2 21 (6.05%) Google
3 9 (2.59%) HubSpot
4 8 (2.31%) Oracle
4 8 (2.31%) Red Hat
5 7 (2.02%) SaltStack
6 6 (1.73%) Atlassian
6 6 (1.73%) Salesforce
7 5 (1.44%) Databricks
7 5 (1.44%) VMware
8 4 (1.15%) Arista
8 4 (1.15%) Aruba
8 4 (1.15%) NetScout
8 4 (1.15%) Splunk
9 2 (0.58%) Aderant
9 2 (0.58%) Freshdesk
9 2 (0.58%) New Relic
9 2 (0.58%) SAP
10 1 (0.29%) Mirantis
10 1 (0.29%) UiPath