Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for MOLAP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MOLAP over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Multidimensional OLAP (MOLAP)
UK
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 1179 1188 1304
Rank change year-on-year +9 +116 +2
Permanent jobs citing MOLAP 10 31 7
As % of all permanent IT jobs advertised in the UK 0.006% 0.017% 0.003%
As % of the Database & Business Intelligence category 0.018% 0.056% 0.010%
Number of salaries quoted 8 30 7
UK median annual salary £40,000 £70,000 £37,500
Median salary % change year-on-year -42.86% +86.67% -19.35%
10th Percentile £38,125 £57,500 £32,000
90th Percentile £52,000 £77,500 £53,750
UK excluding London median annual salary £37,500 - £34,000

MOLAP is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 54401 55452 68917
As % of all permanent IT jobs advertised in the UK 30.26% 29.64% 31.51%
Number of salaries quoted 44789 47398 58029
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

MOLAP
Job Vacancy Trend

Job postings citing MOLAP as a percentage of all IT jobs advertised.

Job vacancy trend for MOLAP in the UK

MOLAP
Salary Trend

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

Salary trend for MOLAP in the UK

MOLAP
Salary Histogram

The salary distribution of IT jobs citing MOLAP over the 6 months to 20 November 2017.

Salary histogram for MOLAP in the UK

MOLAP
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MOLAP within the UK over the 6 months to 20 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
England +25 9 £40,000 -42.86%
London -25 8 £40,000 -42.86%
East of England - 1 £37,500 -
UK excluding London - 1 £37,500 -

For the 6 months to 20 November 2017, IT jobs citing MOLAP also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for MOLAP.

1 10 (100.00%) Business Intelligence
2 8 (80.00%) SQL Server
2 8 (80.00%) OLAP
2 8 (80.00%) Data Warehouse
2 8 (80.00%) ETL
3 6 (60.00%) Analytical Skills
3 6 (60.00%) Budgeting and Forecasting
4 5 (50.00%) Oracle
4 5 (50.00%) Oracle OLAP
5 4 (40.00%) QlikView
5 4 (40.00%) Strategic Planning
5 4 (40.00%) Essbase
5 4 (40.00%) Cognos TM1
5 4 (40.00%) Relational Database
5 4 (40.00%) Presales
5 4 (40.00%) Cognos
5 4 (40.00%) Microsoft Excel
5 4 (40.00%) Microsoft Office
5 4 (40.00%) SAP
5 4 (40.00%) DB2
5 4 (40.00%) SQL
5 4 (40.00%) Finance
5 4 (40.00%) ROLAP
5 4 (40.00%) BusinessObjects
5 4 (40.00%) Hyperion
5 4 (40.00%) MicroStrategy
5 4 (40.00%) Tagetik
6 3 (30.00%) Microsoft
6 3 (30.00%) Data Mining
6 3 (30.00%) Visualisation

MOLAP
Co-occurring IT Skills 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:

Applications
1 4 (40.00%) Microsoft Excel
1 4 (40.00%) Microsoft Office
Business Applications
1 4 (40.00%) Cognos TM1
Database & Business Intelligence
1 8 (80.00%) Data Warehouse
1 8 (80.00%) OLAP
1 8 (80.00%) SQL Server
2 5 (50.00%) Oracle OLAP
3 4 (40.00%) BusinessObjects
3 4 (40.00%) DB2
3 4 (40.00%) Essbase
3 4 (40.00%) QlikView
3 4 (40.00%) Relational Database
3 4 (40.00%) ROLAP
4 3 (30.00%) Data Mining
4 3 (30.00%) SQL Server Analysis Services
4 3 (30.00%) SQL Server Integration Services
4 3 (30.00%) SQL Server Reporting Services
5 2 (20.00%) SQL Server 2012
6 1 (10.00%) Informix
6 1 (10.00%) OLAP Cube
6 1 (10.00%) OLTP
6 1 (10.00%) Power BI
6 1 (10.00%) SQL Server 2016
General
1 4 (40.00%) Finance
2 1 (10.00%) Advertising
2 1 (10.00%) Games
2 1 (10.00%) Marketing
Job Titles
1 6 (60.00%) Consultant
2 4 (40.00%) BPM Consultant
2 4 (40.00%) Junior
2 4 (40.00%) Junior Consultant
3 2 (20.00%) Analyst
3 2 (20.00%) Business Consultant
3 2 (20.00%) Business Intelligence Analyst
3 2 (20.00%) Business Intelligence Consultant
3 2 (20.00%) Data Warehouse Developer
3 2 (20.00%) Developer
4 1 (10.00%) Business Test Analyst
4 1 (10.00%) ETL Analyst
4 1 (10.00%) ETL Developer
4 1 (10.00%) ETL Tester
4 1 (10.00%) SQL Analyst
4 1 (10.00%) SQL Data Analyst
4 1 (10.00%) Test Analyst
4 1 (10.00%) Tester
Miscellaneous
1 6 (60.00%) Analytical Skills
Processes & Methodologies
1 10 (100.00%) Business Intelligence
2 8 (80.00%) ETL
3 6 (60.00%) Budgeting and Forecasting
4 4 (40.00%) Presales
4 4 (40.00%) Strategic Planning
5 3 (30.00%) Visualisation
6 2 (20.00%) Agile Software Development
6 2 (20.00%) Business Forecasting
6 2 (20.00%) Mentoring
6 2 (20.00%) Planning and Forecasting
6 2 (20.00%) SDLC
6 2 (20.00%) Statistical Modelling
7 1 (10.00%) Analytics
7 1 (10.00%) Complex ETL
7 1 (10.00%) CRM
7 1 (10.00%) Data Modelling
7 1 (10.00%) Data Visualisation
7 1 (10.00%) Kimball Methodology
7 1 (10.00%) Test Automation
7 1 (10.00%) Test Scripting
Programming Languages
1 4 (40.00%) SQL
2 2 (20.00%) T-SQL
Quality Assurance & Compliance
1 2 (20.00%) Data Quality
2 1 (10.00%) QA
Vendors
1 5 (50.00%) Oracle
2 4 (40.00%) Cognos
2 4 (40.00%) Hyperion
2 4 (40.00%) MicroStrategy
2 4 (40.00%) SAP
2 4 (40.00%) Tagetik
3 3 (30.00%) Microsoft
4 2 (20.00%) Tableau