Period
to 25 February 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Personalization skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Personalization over the 6 months to 25 February 2018 with a comparison to the same period in the previous 2 years.

Personalization
England > North West
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 355 347 338
Rank change year-on-year -8 -9 +16
Permanent jobs citing Personalization 8 17 13
As % of all permanent IT jobs advertised in the North West 0.063% 0.14% 0.11%
As % of the Processes & Methodologies category 0.070% 0.15% 0.12%
Number of salaries quoted 6 10 13
North West median annual salary £40,000 £50,000 £60,000
Median salary % change year-on-year -20.00% -16.67% +71.43%
10th Percentile £36,250 £36,875 £50,500
90th Percentile £43,750 £80,000 £79,000
England median annual salary £52,500 £55,500 £60,000
% change year-on-year -5.41% -7.50% +17.30%

Personalization is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11,478 11,141 10,660
As % of all permanent IT jobs advertised in the North West 90.94% 90.53% 88.89%
Number of salaries quoted 9,213 9,271 8,845
North West median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £27,264 £26,000 £24,250
90th Percentile £66,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Personalization
Job Vacancy Trend in the North West

Job postings citing Personalization as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Personalization in the North West

Personalization
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Personalization in the North West.

Salary trend for Personalization in the North West

Personalization
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 Personalization within the North West region over the 6 months to 25 February 2018. 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
Job
Vacancies
Manchester +12 5 £40,000 -27.27%
Cheshire -51 3 £40,000 -
Personalization
England

For the 6 months to 25 February 2018, IT jobs citing Personalization also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for Personalization.

1 5 (62.50%) Agile Software Development
1 5 (62.50%) Software Engineering
2 4 (50.00%) Big Data
2 4 (50.00%) Analytics
2 4 (50.00%) Data Science
3 3 (37.50%) SDLC
3 3 (37.50%) JIRA
3 3 (37.50%) Java
4 2 (25.00%) JavaScript
4 2 (25.00%) CSS
4 2 (25.00%) PRINCE2
4 2 (25.00%) Python
4 2 (25.00%) Banking
4 2 (25.00%) Risk Management
4 2 (25.00%) Finance
4 2 (25.00%) Law
4 2 (25.00%) Project Management
4 2 (25.00%) HTML
4 2 (25.00%) Wealth Management
4 2 (25.00%) Android
4 2 (25.00%) Kafka
4 2 (25.00%) SaaS
4 2 (25.00%) RESTful
4 2 (25.00%) Scala
4 2 (25.00%) MongoDB
4 2 (25.00%) Apple iOS
4 2 (25.00%) RabbitMQ
4 2 (25.00%) Investment Banking
4 2 (25.00%) Elasticsearch
4 2 (25.00%) Microservices

Personalization
Co-occurring IT Skills in the North West by Category

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

Application Platforms
1 2 (25.00%) Elasticsearch
2 1 (12.50%) Adobe Experience Manager
2 1 (12.50%) MS Exchange
2 1 (12.50%) OpenStack
Cloud Services
1 2 (25.00%) SaaS
2 1 (12.50%) Amazon AWS
2 1 (12.50%) Azure Active Directory
2 1 (12.50%) Microsoft Azure
2 1 (12.50%) Office 365
Communications & Networking
1 1 (12.50%) Internet
Database & Business Intelligence
1 4 (50.00%) Big Data
2 2 (25.00%) MongoDB
3 1 (12.50%) MySQL
3 1 (12.50%) SQL Server
Development Applications
1 3 (37.50%) JIRA
2 1 (12.50%) Cucumber
2 1 (12.50%) Git (software)
2 1 (12.50%) Grunt
2 1 (12.50%) JBehave
2 1 (12.50%) Jenkins
2 1 (12.50%) Maven
General
1 2 (25.00%) Banking
1 2 (25.00%) Finance
1 2 (25.00%) Investment Banking
1 2 (25.00%) Law
Job Titles
1 2 (25.00%) Developer
1 2 (25.00%) Software Engineer
2 1 (12.50%) Agile Business Analyst
2 1 (12.50%) Analyst
2 1 (12.50%) Architect
2 1 (12.50%) Business Analyst
2 1 (12.50%) Digital Developer
2 1 (12.50%) Lead Developer
2 1 (12.50%) Mobile Architect
2 1 (12.50%) PHP Developer
2 1 (12.50%) PHP Web Developer
2 1 (12.50%) Product Architect
2 1 (12.50%) Project Manager
2 1 (12.50%) Web Developer
Libraries, Frameworks & Software Standards
1 2 (25.00%) CSS
1 2 (25.00%) HTML
1 2 (25.00%) Kafka
1 2 (25.00%) RabbitMQ
1 2 (25.00%) RESTful
2 1 (12.50%) .NET
2 1 (12.50%) ASP.NET Web API
2 1 (12.50%) CSS3
2 1 (12.50%) Flash
2 1 (12.50%) HTML5
2 1 (12.50%) Node.js
2 1 (12.50%) WebGL
2 1 (12.50%) Zend Framework
Miscellaneous
1 1 (12.50%) Blackberry
1 1 (12.50%) Computer Science
1 1 (12.50%) Linux Command Line
1 1 (12.50%) Smartphone
1 1 (12.50%) User Experience
Operating Systems
1 2 (25.00%) Android
1 2 (25.00%) Apple iOS
2 1 (12.50%) Linux
2 1 (12.50%) Unix
2 1 (12.50%) Windows
2 1 (12.50%) Windows Mobile
Processes & Methodologies
1 5 (62.50%) Agile Software Development
1 5 (62.50%) Software Engineering
2 4 (50.00%) Analytics
2 4 (50.00%) Data Science
3 3 (37.50%) SDLC
4 2 (25.00%) Microservices
4 2 (25.00%) PRINCE2
4 2 (25.00%) Project Management
4 2 (25.00%) Risk Management
4 2 (25.00%) Wealth Management
5 1 (12.50%) Content Management
5 1 (12.50%) Disaster Recovery
5 1 (12.50%) E-Commerce
5 1 (12.50%) Information Security
5 1 (12.50%) MVC
5 1 (12.50%) OO
5 1 (12.50%) Open Source
5 1 (12.50%) Scrum
5 1 (12.50%) Stakeholder Management
5 1 (12.50%) Test Automation
Programming Languages
1 3 (37.50%) Java
2 2 (25.00%) JavaScript
2 2 (25.00%) Python
2 2 (25.00%) Scala
3 1 (12.50%) ActionScript
3 1 (12.50%) C#
3 1 (12.50%) PHP
3 1 (12.50%) TypeScript
Qualifications
1 1 (12.50%) Degree
System Software
1 1 (12.50%) Active Directory
Systems Management
1 1 (12.50%) Microsoft Intune
1 1 (12.50%) Systems Management Server (SMS)
Vendors
1 1 (12.50%) Adobe
1 1 (12.50%) Google
1 1 (12.50%) Microsoft
1 1 (12.50%) Twitter
1 1 (12.50%) Zend