The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Customer Insight skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Customer Insight over the 3 months to 29 April 2017 with a comparison to the same period in the previous 2 years.

Customer Insight
England / North West
3 months to
29 Apr 2017
Same period 2016 Same period 2015
Rank 239 224 229
Rank change year-on-year -15 +5  
Permanent jobs citing Customer Insight 17 8 20
As % of all permanent IT jobs advertised in the North West 0.26% 0.14% 0.31%
As % of the Processes & Methodologies category 0.29% 0.16% 0.34%
Number of salaries quoted 16 8 19
Median salary £41,250 £31,500 £30,000
Median salary % change year-on-year +30.95% +5.00%  
90% offered a salary of more than £27,500 £27,500 £24,000
10% offered a salary of more than £66,250 £58,500 £48,600
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year - +12.50%  

Customer Insight is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 5820 4992 5802
As % of all permanent IT job vacancies advertised in the North West 90.61% 87.93% 89.02%
Number of salaries quoted 4808 4205 4600
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £62,500 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Customer Insight
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing Customer Insight as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Customer Insight in the North West

Customer Insight
Salary Trend in the North West

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

Salary trend for Customer Insight in the North West

Customer Insight
Salary Histogram in the North West

The salary distribution of IT jobs citing Customer Insight in the North West over the 3 months to 29 April 2017.

Salary histogram for Customer Insight in the North West

Customer Insight
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 Customer Insight within the North West region over the 3 months to 29 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -12 15 £41,250 +30.95% 2
Cheshire -8 1 £70,000 +154.54%
Merseyside - 1 £27,500 - 1
Customer Insight
England

For the 6 months to 29 April 2017, IT jobs citing Customer Insight 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 Customer Insight.

1 16 (44.44%) Agile Software Development
2 12 (33.33%) Marketing
2 12 (33.33%) Analytics
3 11 (30.56%) Retail
4 10 (27.78%) C#
4 10 (27.78%) .NET
4 10 (27.78%) Analytical Skills
5 9 (25.00%) Jenkins
5 9 (25.00%) Oracle
5 9 (25.00%) ASP.NET
5 9 (25.00%) JIRA
5 9 (25.00%) Git (software)
5 9 (25.00%) Confluence
6 8 (22.22%) Software Architecture
6 8 (22.22%) Visualisation
6 8 (22.22%) jMock
6 8 (22.22%) Unit Testing
6 8 (22.22%) Continuous Integration
6 8 (22.22%) Degree
6 8 (22.22%) TDD
6 8 (22.22%) Cadence
6 8 (22.22%) CSS
6 8 (22.22%) JDBC
6 8 (22.22%) SOAP
6 8 (22.22%) JUnit
6 8 (22.22%) J2EE
6 8 (22.22%) SQL
6 8 (22.22%) HTML
6 8 (22.22%) Java
6 8 (22.22%) JBoss

Customer Insight
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 9 (25.00%) Confluence
2 8 (22.22%) JBoss
2 8 (22.22%) Tomcat
3 1 (2.78%) Apache
3 1 (2.78%) Apache Pig
3 1 (2.78%) Apache Spark
3 1 (2.78%) SAS
Applications
1 2 (5.56%) Microsoft Excel
2 1 (2.78%) Microsoft Office
2 1 (2.78%) Microsoft PowerPoint
2 1 (2.78%) Spreadsheet
Business Applications
1 4 (11.11%) Salesforce.com CRM
2 2 (5.56%) FastStats
3 1 (2.78%) SAP InfiniteInsight
Cloud Services
1 1 (2.78%) Amazon AWS
1 1 (2.78%) Amazon Kinesis
1 1 (2.78%) Google Cloud Platform
Communications & Networking
1 5 (13.89%) Internet
2 2 (5.56%) HTTP
2 2 (5.56%) HTTPS
3 1 (2.78%) SAN
3 1 (2.78%) SSL
Database & Business Intelligence
1 8 (22.22%) MongoDB
1 8 (22.22%) PostgreSQL
2 3 (8.33%) Big Data
2 3 (8.33%) Hadoop
2 3 (8.33%) SQL Server
3 1 (2.78%) Amazon Redshift
3 1 (2.78%) Apache Hive
3 1 (2.78%) BigQuery
3 1 (2.78%) Data Mining
3 1 (2.78%) Data Warehouse
3 1 (2.78%) HBase
3 1 (2.78%) MS Access
3 1 (2.78%) QlikView
3 1 (2.78%) SAS Enterprise Miner
3 1 (2.78%) Spotfire
3 1 (2.78%) SQL Server 2000
3 1 (2.78%) SQL Server 2005
3 1 (2.78%) SQL Server 2008
3 1 (2.78%) SQL Server Integration Services
3 1 (2.78%) Sqoop
Development Applications
1 9 (25.00%) Git (software)
1 9 (25.00%) Jenkins
1 9 (25.00%) JIRA
2 8 (22.22%) Bitbucket
2 8 (22.22%) Eclipse
2 8 (22.22%) IntelliJ
2 8 (22.22%) JMeter
2 8 (22.22%) jMock
2 8 (22.22%) JUnit
2 8 (22.22%) Mockito
3 1 (2.78%) Selenium
3 1 (2.78%) SonarQube
3 1 (2.78%) Talend Open Studio
3 1 (2.78%) Visual Studio
General
1 12 (33.33%) Marketing
2 11 (30.56%) Retail
3 2 (5.56%) Finance
4 1 (2.78%) Law
Job Titles
1 16 (44.44%) Developer
2 14 (38.89%) Analyst
3 8 (22.22%) Senior Developer
4 6 (16.67%) Front End Developer (Client-Side Developer)
4 6 (16.67%) JavaScript Developer
4 6 (16.67%) Software Developer
5 4 (11.11%) Customer Analyst
5 4 (11.11%) Customer Insight Analyst
5 4 (11.11%) Insight Analyst
5 4 (11.11%) Java Developer
5 4 (11.11%) Senior Java Developer
5 4 (11.11%) Senior Software Developer
5 4 (11.11%) Systems Analyst
6 2 (5.56%) Business Analyst
6 2 (5.56%) Product Analyst
6 2 (5.56%) Product Business Analyst
6 2 (5.56%) Product Owner
6 2 (5.56%) Salesforce Analyst
6 2 (5.56%) Test Analyst
7 1 (2.78%) Product Manager
Libraries, Frameworks & Software Standards
1 10 (27.78%) .NET
2 9 (25.00%) ASP.NET
3 8 (22.22%) CSS
3 8 (22.22%) HTML
3 8 (22.22%) J2EE
3 8 (22.22%) JDBC
3 8 (22.22%) SOAP
4 7 (19.44%) D3.js
5 6 (16.67%) Highcharts JS
5 6 (16.67%) jQuery
6 3 (8.33%) XML
7 2 (5.56%) Web Services
8 1 (2.78%) .NET Framework
8 1 (2.78%) Ajax
8 1 (2.78%) ASP.NET 2.0
8 1 (2.78%) ASP.NET MVC
8 1 (2.78%) JSON
8 1 (2.78%) SAML
8 1 (2.78%) Sass
8 1 (2.78%) WCF
Miscellaneous
1 10 (27.78%) Analytical Skills
2 6 (16.67%) Computer Science
3 5 (13.89%) User Experience
4 1 (2.78%) Algorithms
4 1 (2.78%) Data Structures
4 1 (2.78%) Fintech
4 1 (2.78%) Internet of Things
Processes & Methodologies
1 16 (44.44%) Agile Software Development
2 12 (33.33%) Analytics
3 8 (22.22%) Business Intelligence
3 8 (22.22%) Continuous Improvement
3 8 (22.22%) Continuous Integration
3 8 (22.22%) CRM
3 8 (22.22%) Mentoring
3 8 (22.22%) Software Architecture
3 8 (22.22%) TDD
3 8 (22.22%) Unit Testing
3 8 (22.22%) Visualisation
3 8 (22.22%) Waterfall
4 6 (16.67%) Data Visualisation
4 6 (16.67%) Front End Development
5 5 (13.89%) Data Analysis
5 5 (13.89%) Stakeholder Management
6 4 (11.11%) Change Management
6 4 (11.11%) SDLC
6 4 (11.11%) Workflow
7 3 (8.33%) Direct Marketing
Programming Languages
1 10 (27.78%) C#
2 8 (22.22%) Java
2 8 (22.22%) SQL
3 7 (19.44%) JavaScript
4 4 (11.11%) C
5 2 (5.56%) Python
6 1 (2.78%) C++
6 1 (2.78%) R
6 1 (2.78%) T-SQL
Qualifications
1 8 (22.22%) Degree
Quality Assurance & Compliance
1 6 (16.67%) QA
2 1 (2.78%) PMO
Systems Management
1 1 (2.78%) Kibana
Vendors
1 9 (25.00%) Oracle
2 8 (22.22%) Cadence
2 8 (22.22%) HP
3 4 (11.11%) Salesforce.com
4 3 (8.33%) TOWER Software
5 2 (5.56%) Cloudera
6 1 (2.78%) Alteryx
6 1 (2.78%) Apple
6 1 (2.78%) Facebook
6 1 (2.78%) Google
6 1 (2.78%) Hortonworks
6 1 (2.78%) Informatica
6 1 (2.78%) Microsoft
6 1 (2.78%) Netezza
6 1 (2.78%) Tableau
6 1 (2.78%) Talend
6 1 (2.78%) Teradata
6 1 (2.78%) TIBCO
6 1 (2.78%) Twitter
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