Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Liverpool with a requirement for OLAP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OLAP over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
Merseyside > Liverpool
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 66 85 68
Rank change year-on-year +19 -17 +6
Permanent jobs citing OLAP 3 10 3
As % of all permanent IT jobs advertised in Liverpool 0.39% 0.93% 0.45%
As % of the Database & Business Intelligence category 1.26% 2.51% 1.24%
Number of salaries quoted 3 5 2
Liverpool median annual salary £50,000 £35,000 £47,500
Median salary % change year-on-year +42.86% -26.32% +5.56%
10th Percentile £29,200 £30,000 £46,250
90th Percentile £55,000 £53,500 £48,750
Merseyside median annual salary £50,000 £35,000 £47,500
% change year-on-year +42.86% -26.32% +5.56%

OLAP 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 advertised in Liverpool with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Liverpool
Permanent vacancies with a requirement for database or business intelligence skills 239 398 241
As % of all permanent IT jobs advertised in Liverpool 31.36% 36.92% 35.81%
Number of salaries quoted 187 259 207
Liverpool median annual salary £42,500 £40,000 £38,000
Median salary % change year-on-year +6.25% +5.26% +1.33%
10th Percentile £28,650 £26,250 £23,000
90th Percentile £62,500 £55,250 £52,500
Merseyside median annual salary £40,000 £40,000 £38,750
% change year-on-year - +3.23% +1.97%

OLAP
Job Vacancy Trend in Liverpool

Job postings citing OLAP as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for OLAP in Liverpool

OLAP
Salary Trend in Liverpool

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

Salary trend for OLAP in Liverpool

OLAP
Salary Histogram in Liverpool

The salary distribution of IT jobs citing OLAP in Liverpool over the 6 months to 23 November 2017.

Salary histogram for OLAP in Liverpool

For the 6 months to 23 November 2017, IT jobs citing OLAP 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 Liverpool region with a requirement for OLAP.

1 2 (66.67%) Cognos
1 2 (66.67%) Data Warehouse
1 2 (66.67%) Business Intelligence
1 2 (66.67%) RDBMS
1 2 (66.67%) Agile Software Development
1 2 (66.67%) Cognos TM1
1 2 (66.67%) Cognos Planning
1 2 (66.67%) Analytics
1 2 (66.67%) Relational Database
1 2 (66.67%) Mentoring
1 2 (66.67%) Planning and Forecasting
1 2 (66.67%) Finance
2 1 (33.33%) Task Automation
2 1 (33.33%) SQL Server 2008
2 1 (33.33%) Database Tuning
2 1 (33.33%) SQL Server 2012
2 1 (33.33%) SQL Server Integration Services
2 1 (33.33%) ETL
2 1 (33.33%) SQL
2 1 (33.33%) T-SQL
2 1 (33.33%) SQL Server

OLAP
Co-occurring IT Skills in Liverpool 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:

Business Applications
1 2 (66.67%) Cognos Planning
1 2 (66.67%) Cognos TM1
Database & Business Intelligence
1 2 (66.67%) Data Warehouse
1 2 (66.67%) RDBMS
1 2 (66.67%) Relational Database
2 1 (33.33%) SQL Server
2 1 (33.33%) SQL Server 2008
2 1 (33.33%) SQL Server 2012
2 1 (33.33%) SQL Server Integration Services
General
1 2 (66.67%) Finance
Job Titles
1 2 (66.67%) Business Developer
1 2 (66.67%) Business Intelligence Developer
1 2 (66.67%) Business Intelligence Lead
1 2 (66.67%) Cognos BI Developer
1 2 (66.67%) Cognos Developer
1 2 (66.67%) Developer
1 2 (66.67%) Lead Developer
1 2 (66.67%) OLAP Developer
1 2 (66.67%) TM1 Developer
2 1 (33.33%) DBA
2 1 (33.33%) SQL DBA
Processes & Methodologies
1 2 (66.67%) Agile Software Development
1 2 (66.67%) Analytics
1 2 (66.67%) Business Intelligence
1 2 (66.67%) Mentoring
1 2 (66.67%) Planning and Forecasting
2 1 (33.33%) Database Tuning
2 1 (33.33%) ETL
2 1 (33.33%) Task Automation
Programming Languages
1 1 (33.33%) SQL
1 1 (33.33%) T-SQL
Vendors
1 2 (66.67%) Cognos