Period
to 16 November 2018

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 6 months to 16 November 2018 with a comparison to the same period in the previous 2 years.

Customer Insight
England > North West
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 313 329 324
Rank change year-on-year +16 -5 +7
Permanent jobs citing Customer Insight 47 43 43
As % of all permanent IT jobs advertised in the North West 0.40% 0.32% 0.34%
As % of the Processes & Methodologies category 0.44% 0.36% 0.38%
Number of salaries quoted 41 32 38
North West median annual salary £51,000 £39,250 £37,500
Median salary % change year-on-year +29.94% +4.67% -3.23%
10th Percentile £33,750 £32,500 £29,525
90th Percentile £73,250 £72,675 £62,500
England median annual salary £51,750 £49,250 £52,500
% change year-on-year +5.08% -6.19% +5.00%

Customer Insight 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 10,618 12,053 11,405
As % of all permanent IT jobs advertised in the North West 90.63% 91.08% 91.33%
Number of salaries quoted 8,526 9,582 9,527
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £26,250 £26,000
90th Percentile £70,000 £65,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Customer Insight
Job Vacancy Trend in the North West

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

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 6 months to 16 November 2018.

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 6 months to 16 November 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 +25 35 £55,000 +42.86%
Lancashire +16 6 £38,750 +10.71%
Cheshire +14 5 £67,500 +12.50% 4
Merseyside +11 1 £32,500 -50.00%
Customer Insight
England

For the 6 months to 16 November 2018, IT jobs citing Customer Insight 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 Customer Insight.

1 28 (59.57%) Analytics
2 20 (42.55%) Finance
2 20 (42.55%) Agile Software Development
3 13 (27.66%) SQL
3 13 (27.66%) Business Intelligence
4 12 (25.53%) Marketing
4 12 (25.53%) Coaching
5 11 (23.40%) Google
5 11 (23.40%) Degree
5 11 (23.40%) ETL
5 11 (23.40%) HTML
6 10 (21.28%) E-Commerce
6 10 (21.28%) Data Modelling
6 10 (21.28%) Retail
7 9 (19.15%) Big Data
8 8 (17.02%) Google Analytics
8 8 (17.02%) User Experience
8 8 (17.02%) Analytical Skills
9 7 (14.89%) Apache Spark
9 7 (14.89%) Digital Marketing
9 7 (14.89%) Scala
9 7 (14.89%) Software Engineering
9 7 (14.89%) Electronics
9 7 (14.89%) Telecoms
9 7 (14.89%) Manufacturing
9 7 (14.89%) Scrum
9 7 (14.89%) Programme Management
9 7 (14.89%) .NET
9 7 (14.89%) SAP
9 7 (14.89%) CSS

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 7 (14.89%) Apache Spark
2 5 (10.64%) Marvel
3 1 (2.13%) CMS
3 1 (2.13%) Drupal
3 1 (2.13%) SAS
3 1 (2.13%) Umbraco
Applications
1 6 (12.77%) Microsoft Excel
2 5 (10.64%) InVision
3 1 (2.13%) Microsoft Office
3 1 (2.13%) Microsoft PowerPoint
Cloud Services
1 8 (17.02%) Google Analytics
2 4 (8.51%) Cloud Computing
2 4 (8.51%) GitHub
2 4 (8.51%) Microsoft Azure
3 1 (2.13%) Google Tag Manager
3 1 (2.13%) SaaS
Communications & Networking
1 1 (2.13%) Broadband
1 1 (2.13%) SAN
Database & Business Intelligence
1 9 (19.15%) Big Data
2 4 (8.51%) Apache Hive
2 4 (8.51%) Spark SQL
2 4 (8.51%) SQL Server Integration Services
3 3 (6.38%) SQL Server Analysis Services
3 3 (6.38%) Text Mining
4 2 (4.26%) Data Warehouse
4 2 (4.26%) Power BI
4 2 (4.26%) SQL Server
5 1 (2.13%) Data Mining
5 1 (2.13%) QlikView
5 1 (2.13%) SAS Enterprise Guide
5 1 (2.13%) SQL Server Reporting Services
General
1 20 (42.55%) Finance
2 12 (25.53%) Marketing
3 10 (21.28%) Retail
4 7 (14.89%) Electronics
4 7 (14.89%) Manufacturing
4 7 (14.89%) Telecoms
5 1 (2.13%) Legal
Job Titles
1 12 (25.53%) Product Manager
2 6 (12.77%) Developer
3 5 (10.64%) Designer
3 5 (10.64%) UX Designer
4 4 (8.51%) E-Commerce Designer
4 4 (8.51%) Head of Digital
4 4 (8.51%) Head of Technology
4 4 (8.51%) Insight Manager
4 4 (8.51%) Senior Designer
4 4 (8.51%) Senior Manager
4 4 (8.51%) Senior Product Manager
4 4 (8.51%) Senior Technologist
4 4 (8.51%) Senior UX Designer
4 4 (8.51%) Technologist
5 3 (6.38%) Process Engineer
5 3 (6.38%) Senior .NET Technologist
5 3 (6.38%) Senior Technical Manager
5 3 (6.38%) SQL Developer
5 3 (6.38%) Technical Manager
5 3 (6.38%) Technical Product Manager
Libraries, Frameworks & Software Standards
1 11 (23.40%) HTML
2 7 (14.89%) .NET
2 7 (14.89%) CSS
3 5 (10.64%) AngularJS
3 5 (10.64%) Framer.js
3 5 (10.64%) VCL
4 4 (8.51%) .NET Framework
4 4 (8.51%) HTML5
4 4 (8.51%) Node.js
4 4 (8.51%) Spark Streaming
5 3 (6.38%) CoreNLP
5 3 (6.38%) Keras
5 3 (6.38%) Natural Language Processing
5 3 (6.38%) REST
5 3 (6.38%) TensorFlow
6 1 (2.13%) Razor View Engine
6 1 (2.13%) React
6 1 (2.13%) Sass
6 1 (2.13%) Twitter Bootstrap
6 1 (2.13%) Vue.js
Miscellaneous
1 8 (17.02%) Analytical Skills
1 8 (17.02%) User Experience
2 5 (10.64%) Graphic Design
2 5 (10.64%) Taxonomies
3 4 (8.51%) Management Information System
4 3 (6.38%) Social Media
5 2 (4.26%) Algorithms
6 1 (2.13%) Blog
6 1 (2.13%) Self-Motivation
Operating Systems
1 4 (8.51%) Unix
Processes & Methodologies
1 28 (59.57%) Analytics
2 20 (42.55%) Agile Software Development
3 13 (27.66%) Business Intelligence
4 12 (25.53%) Coaching
5 11 (23.40%) ETL
6 10 (21.28%) Data Modelling
6 10 (21.28%) E-Commerce
7 7 (14.89%) Digital Marketing
7 7 (14.89%) Programme Management
7 7 (14.89%) Scrum
7 7 (14.89%) Software Engineering
8 6 (12.77%) Creative Thinking
8 6 (12.77%) Cybersecurity
8 6 (12.77%) Feasibility Study
8 6 (12.77%) Prototyping
8 6 (12.77%) Wireframes
9 5 (10.64%) Actionable Insight
9 5 (10.64%) Mentoring
9 5 (10.64%) Mobile First
9 5 (10.64%) Personalization
Programming Languages
1 13 (27.66%) SQL
2 7 (14.89%) Scala
3 6 (12.77%) JavaScript
4 5 (10.64%) Python
5 4 (8.51%) T-SQL
6 3 (6.38%) Java
7 2 (4.26%) C++
7 2 (4.26%) R
8 1 (2.13%) C
8 1 (2.13%) C#
Qualifications
1 11 (23.40%) Degree
2 1 (2.13%) PhD
Quality Assurance & Compliance
1 4 (8.51%) Actionable Recommendations
2 1 (2.13%) QA
System Software
1 3 (6.38%) Docker
Systems Management
1 4 (8.51%) Oozie
Vendors
1 11 (23.40%) Google
2 7 (14.89%) SAP
3 4 (8.51%) Hortonworks
3 4 (8.51%) Oracle
3 4 (8.51%) Tealeaf
4 2 (4.26%) Tableau
4 2 (4.26%) Twitter
5 1 (2.13%) Cognos
5 1 (2.13%) Salesforce.com