Period
to 13 December 2017

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 13 December 2017 with a comparison to the same period in the previous 2 years.

Personalization
England > North West
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 368 347 357
Rank change year-on-year -21 +10 +3
Permanent jobs citing Personalization 11 10 10
As % of all permanent IT jobs advertised in the North West 0.083% 0.080% 0.079%
As % of the Processes & Methodologies category 0.092% 0.089% 0.088%
Number of salaries quoted 9 5 10
North West median annual salary £40,000 £42,500 £56,250
Median salary % change year-on-year -5.88% -24.44% +60.71%
10th Percentile £22,500 £33,750 £50,697
90th Percentile £51,000 £50,500 £60,500
England median annual salary £51,250 £60,000 £60,000
% change year-on-year -14.58% - +14.29%

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 11903 11196 11354
As % of all permanent IT jobs advertised in the North West 90.00% 89.88% 89.38%
Number of salaries quoted 9476 9327 9381
North West median annual salary £44,000 £40,000 £40,000
Median salary % change year-on-year +10.00% - -
10th Percentile £26,688 £26,000 £25,000
90th Percentile £65,625 £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
Salary Histogram in the North West

The salary distribution of IT jobs citing Personalization in the North West over the 6 months to 13 December 2017.

Salary histogram 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 13 December 2017. 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 -14 6 £40,000 - 2
Cheshire -30 5 £40,000 -
Personalization
England

For the 6 months to 13 December 2017, IT jobs citing Personalization also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Personalization.

1 7 (63.64%) Software Engineering
2 6 (54.55%) Analytics
3 5 (45.45%) JavaScript
3 5 (45.45%) HTML
3 5 (45.45%) CSS
4 4 (36.36%) Agile Software Development
4 4 (36.36%) Degree
4 4 (36.36%) Big Data
5 3 (27.27%) TypeScript
5 3 (27.27%) Git (software)
5 3 (27.27%) WebGL
5 3 (27.27%) SDLC
5 3 (27.27%) Web Development
5 3 (27.27%) Linux Command Line
5 3 (27.27%) JIRA
5 3 (27.27%) Mathematics
5 3 (27.27%) Computer Science
5 3 (27.27%) Zend
5 3 (27.27%) Zend Framework
5 3 (27.27%) MVC
5 3 (27.27%) Unix
5 3 (27.27%) Linux
5 3 (27.27%) Java
5 3 (27.27%) MySQL
5 3 (27.27%) PHP
6 2 (18.18%) PRINCE2
6 2 (18.18%) Project Management
6 2 (18.18%) Python
6 2 (18.18%) Adobe
6 2 (18.18%) Risk Management

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 (18.18%) Elasticsearch
2 1 (9.09%) Adobe Experience Manager
2 1 (9.09%) CMS
2 1 (9.09%) Liferay
2 1 (9.09%) MS Exchange
2 1 (9.09%) OpenStack
2 1 (9.09%) WebSphere
Business Applications
1 1 (9.09%) Magento
Cloud Services
1 2 (18.18%) SaaS
2 1 (9.09%) Amazon AWS
2 1 (9.09%) Azure Active Directory
2 1 (9.09%) Microsoft Azure
2 1 (9.09%) Office 365
Communications & Networking
1 1 (9.09%) Internet
Database & Business Intelligence
1 4 (36.36%) Big Data
2 3 (27.27%) MySQL
3 2 (18.18%) MongoDB
4 1 (9.09%) SQL Server
Development Applications
1 3 (27.27%) Git (software)
1 3 (27.27%) JIRA
2 1 (9.09%) Cucumber
2 1 (9.09%) Grunt
2 1 (9.09%) JBehave
2 1 (9.09%) Jenkins
2 1 (9.09%) Maven
General
1 2 (18.18%) Banking
1 2 (18.18%) Finance
1 2 (18.18%) Investment Banking
1 2 (18.18%) Law
2 1 (9.09%) Electronics
Job Titles
1 4 (36.36%) Developer
2 3 (27.27%) PHP Developer
2 3 (27.27%) PHP Web Developer
2 3 (27.27%) Web Developer
3 2 (18.18%) Architect
3 2 (18.18%) Software Engineer
4 1 (9.09%) Designer
4 1 (9.09%) Digital Developer
4 1 (9.09%) Graduate
4 1 (9.09%) Graduate PHP Developer
4 1 (9.09%) Graduate Web Developer
4 1 (9.09%) Junior
4 1 (9.09%) Junior Designer
4 1 (9.09%) Junior UX Designer
4 1 (9.09%) Lead Developer
4 1 (9.09%) Mobile Architect
4 1 (9.09%) Product Architect
4 1 (9.09%) Project Manager
4 1 (9.09%) Solutions Architect
4 1 (9.09%) UX Designer
Libraries, Frameworks & Software Standards
1 5 (45.45%) CSS
1 5 (45.45%) HTML
2 3 (27.27%) WebGL
2 3 (27.27%) Zend Framework
3 2 (18.18%) HTML5
3 2 (18.18%) Kafka
3 2 (18.18%) Node.js
3 2 (18.18%) RabbitMQ
3 2 (18.18%) RESTful
4 1 (9.09%) .NET
4 1 (9.09%) ASP.NET Web API
4 1 (9.09%) CSS3
4 1 (9.09%) Flash
Miscellaneous
1 3 (27.27%) Computer Science
1 3 (27.27%) Linux Command Line
2 1 (9.09%) Analytical Skills
2 1 (9.09%) Blackberry
2 1 (9.09%) Smartphone
2 1 (9.09%) User Experience
Operating Systems
1 3 (27.27%) Linux
1 3 (27.27%) Unix
2 1 (9.09%) Android
2 1 (9.09%) Apple iOS
2 1 (9.09%) Windows
2 1 (9.09%) Windows Mobile
Processes & Methodologies
1 7 (63.64%) Software Engineering
2 6 (54.55%) Analytics
3 4 (36.36%) Agile Software Development
4 3 (27.27%) Mathematics
4 3 (27.27%) MVC
4 3 (27.27%) SDLC
4 3 (27.27%) Web Development
5 2 (18.18%) Microservices
5 2 (18.18%) PRINCE2
5 2 (18.18%) Project Management
5 2 (18.18%) Risk Management
5 2 (18.18%) Wealth Management
6 1 (9.09%) Content Management
6 1 (9.09%) Continuous Delivery
6 1 (9.09%) eTOM
6 1 (9.09%) Open Source
6 1 (9.09%) Test Automation
6 1 (9.09%) TOGAF
6 1 (9.09%) Usability Testing
6 1 (9.09%) User Acceptance Testing
Programming Languages
1 5 (45.45%) JavaScript
2 3 (27.27%) Java
2 3 (27.27%) PHP
2 3 (27.27%) TypeScript
3 2 (18.18%) Python
3 2 (18.18%) Scala
4 1 (9.09%) ActionScript
4 1 (9.09%) C#
Qualifications
1 4 (36.36%) Degree
System Software
1 2 (18.18%) Docker
2 1 (9.09%) Active Directory
Systems Management
1 1 (9.09%) Microsoft Intune
1 1 (9.09%) Systems Management Server (SMS)
Vendors
1 3 (27.27%) Zend
2 2 (18.18%) Adobe
3 1 (9.09%) ATG
3 1 (9.09%) Elastic Path
3 1 (9.09%) Google
3 1 (9.09%) hybris
3 1 (9.09%) IBM
3 1 (9.09%) Microsoft
3 1 (9.09%) Oracle
3 1 (9.09%) Twitter