Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Customer Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Customer Analytics over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Customer Analytics
England > North West
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 356 352 372
Rank change year-on-year -4 +20 +12
Permanent jobs citing Customer Analytics 18 3 6
As % of all permanent IT jobs advertised in the North West 0.14% 0.024% 0.046%
As % of the Processes & Methodologies category 0.15% 0.027% 0.051%
Number of salaries quoted 17 3 0
North West median annual salary £42,500 £30,000 -
Median salary % change year-on-year +41.67% - -
England median annual salary £45,000 £67,500 £55,000
% change year-on-year -33.33% +22.73% -16.98%

Customer Analytics 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 11813 11184 11695
As % of all permanent IT jobs advertised in the North West 89.82% 89.74% 89.47%
Number of salaries quoted 9390 9336 9669
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Customer Analytics
Job Vacancy Trend in the North West

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

Job vacancy trend for Customer Analytics in the North West

Customer Analytics
Salary Trend in the North West

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

Salary trend for Customer Analytics in the North West

Customer Analytics
Salary Histogram in the North West

The salary distribution of IT jobs citing Customer Analytics in the North West over the 6 months to 18 November 2017.

Salary histogram for Customer Analytics in the North West

Customer Analytics
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 Analytics within the North West region over the 6 months to 18 November 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 0 17 £42,500 +41.67% 3
Lancashire - 1 £35,000 -
Customer Analytics
England

For the 6 months to 18 November 2017, IT jobs citing Customer Analytics 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 Analytics.

1 18 (100.00%) Analytics
2 13 (72.22%) Finance
2 13 (72.22%) Retail
3 12 (66.67%) Big Data
4 11 (61.11%) Agile Software Development
5 10 (55.56%) Data Analysis
5 10 (55.56%) Project Management
5 10 (55.56%) E-Commerce
5 10 (55.56%) Computer Science
5 10 (55.56%) Degree
5 10 (55.56%) Computer Science Degree
6 9 (50.00%) Business Analysis
6 9 (50.00%) Systems Analysis
7 8 (44.44%) Use Case
7 8 (44.44%) QA
8 7 (38.89%) Analytical Skills
9 6 (33.33%) R
9 6 (33.33%) SAS
9 6 (33.33%) Python
10 5 (27.78%) SQL
11 3 (16.67%) Oracle
11 3 (16.67%) OLAP
11 3 (16.67%) SAP
11 3 (16.67%) Cognos
11 3 (16.67%) Business Intelligence
11 3 (16.67%) Data Modelling
11 3 (16.67%) Informatica
11 3 (16.67%) SPSS
11 3 (16.67%) Unix
11 3 (16.67%) Teradata

Customer Analytics
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 6 (33.33%) SAS
Applications
1 3 (16.67%) SPSS
2 1 (5.56%) Microsoft Excel
2 1 (5.56%) Microsoft PowerPoint
2 1 (5.56%) UserZoom
Business Applications
1 3 (16.67%) Cognos Business Intelligence
Cloud Services
1 1 (5.56%) Cortana Intelligence Suite
1 1 (5.56%) SaaS
Communications & Networking
1 1 (5.56%) NAS
1 1 (5.56%) SAN
Database & Business Intelligence
1 12 (66.67%) Big Data
2 3 (16.67%) Base SAS
2 3 (16.67%) Cognos Report Studio
2 3 (16.67%) OLAP
2 3 (16.67%) Oracle OLAP
2 3 (16.67%) SAS Data Integration Studio
2 3 (16.67%) SAS Enterprise Guide
3 2 (11.11%) Data Mining
3 2 (11.11%) Data Warehouse
General
1 13 (72.22%) Finance
1 13 (72.22%) Retail
2 3 (16.67%) Marketing
3 1 (5.56%) Legal
Job Titles
1 14 (77.78%) Analyst
2 9 (50.00%) Business Analyst
3 8 (44.44%) Software Analyst
4 7 (38.89%) Retail Business Analyst
5 3 (16.67%) Business Intelligence Analyst
5 3 (16.67%) Business Intelligence Consultant
5 3 (16.67%) Business Intelligence Data Analyst
5 3 (16.67%) Consultant
5 3 (16.67%) Data Analyst
5 3 (16.67%) Data Consultant
6 1 (5.56%) Infrastructure Analyst
6 1 (5.56%) Product Analyst
6 1 (5.56%) Product Business Analyst
6 1 (5.56%) Product Manager
6 1 (5.56%) Product Owner
6 1 (5.56%) Senior Manager
6 1 (5.56%) Senior Product Manager
6 1 (5.56%) Software Product Analyst
6 1 (5.56%) Storage Analyst
6 1 (5.56%) User Experience Researcher
Miscellaneous
1 10 (55.56%) Computer Science
2 7 (38.89%) Analytical Skills
3 2 (11.11%) User Experience
4 1 (5.56%) Data Centre
Operating Systems
1 3 (16.67%) Unix
Processes & Methodologies
1 18 (100.00%) Analytics
2 11 (61.11%) Agile Software Development
3 10 (55.56%) Data Analysis
3 10 (55.56%) E-Commerce
3 10 (55.56%) Project Management
4 9 (50.00%) Business Analysis
4 9 (50.00%) Systems Analysis
5 8 (44.44%) Use Case
6 3 (16.67%) Business Intelligence
6 3 (16.67%) Data Modelling
7 2 (11.11%) Data Analytics
7 2 (11.11%) Data Governance
7 2 (11.11%) Data Management
7 2 (11.11%) Logical Data Model
7 2 (11.11%) Machine Learning
7 2 (11.11%) Marketing Analytics
7 2 (11.11%) Master Data Management
7 2 (11.11%) Physical Data Model
7 2 (11.11%) Predictive Modelling
7 2 (11.11%) Statistical Analysis
Programming Languages
1 6 (33.33%) Python
1 6 (33.33%) R
2 5 (27.78%) SQL
Qualifications
1 10 (55.56%) Computer Science Degree
1 10 (55.56%) Degree
2 1 (5.56%) ITIL Certification
Quality Assurance & Compliance
1 8 (44.44%) QA
Systems Management
1 1 (5.56%) EMC NetWorker
Vendors
1 3 (16.67%) Cognos
1 3 (16.67%) Informatica
1 3 (16.67%) Oracle
1 3 (16.67%) SAP
1 3 (16.67%) Tableau
1 3 (16.67%) Teradata
2 1 (5.56%) IBM
2 1 (5.56%) Microsoft