The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for OLAP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OLAP over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 152 154 165
Rank change year-on-year +2 +11  
Permanent jobs citing OLAP 2 9 18
As % of all permanent IT jobs advertised in Leeds 0.080% 0.31% 0.55%
As % of the Database & Business Intelligence category 0.26% 1.05% 1.62%
Number of salaries quoted 2 3 16
Median salary £60,000 £42,500 £42,500
Median salary % change year-on-year +41.17% -  
90% offered a salary of more than £52,000 £38,250 £37,125
10% offered a salary of more than £68,000 £71,750 £60,000
UK excluding London median salary £40,000 £47,500 £40,000
% change year-on-year -15.78% +18.75%  

OLAP is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Leeds
Permanent job vacancies with a requirement for database and business intelligence skills 783 859 1114
As % of all permanent IT job vacancies advertised in Leeds 31.15% 29.99% 33.79%
Number of salaries quoted 1798 1526 2135
Median salary £45,000 £41,500 £40,000
Median salary % change year-on-year +8.43% +3.75%  
90% offered a salary of more than £32,500 £27,500 £27,500
10% offered a salary of more than £67,500 £61,250 £61,250
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

OLAP
Job Vacancy Trend in Leeds

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

Job vacancy trend for OLAP in Leeds

OLAP
Salary Trend in Leeds

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

Salary trend for OLAP in Leeds

OLAP
Salary Histogram in Leeds

The salary distribution of IT jobs citing OLAP in Leeds over the 3 months to 28 June 2017.

Salary histogram for OLAP in Leeds

For the 6 months to 28 June 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 Leeds region with a requirement for OLAP.

1 7 (63.64%) Data Warehouse
2 5 (45.45%) ETL
3 4 (36.36%) Business Intelligence
3 4 (36.36%) SQL
3 4 (36.36%) T-SQL
3 4 (36.36%) ABAP
3 4 (36.36%) SAP
3 4 (36.36%) Microsoft
3 4 (36.36%) BusinessObjects
3 4 (36.36%) SAP BW
3 4 (36.36%) Manufacturing
3 4 (36.36%) SQL Server Reporting Services
3 4 (36.36%) SQL Server Integration Services
3 4 (36.36%) SQL Server Analysis Services
3 4 (36.36%) SAP HANA
4 3 (27.27%) Big Data
4 3 (27.27%) Master Data Management
4 3 (27.27%) MDX
4 3 (27.27%) Oracle OLAP
4 3 (27.27%) Data Mapping
4 3 (27.27%) Data Management
4 3 (27.27%) Data Modelling
4 3 (27.27%) Oracle
4 3 (27.27%) Power BI
4 3 (27.27%) Data Strategy
5 2 (18.18%) SQL Server
5 2 (18.18%) Advertising
5 2 (18.18%) SQL Server 2012
6 1 (9.09%) Kimball Methodology
6 1 (9.09%) SQL Server 2008

OLAP
Co-occurring IT Skills in Leeds 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 1 (9.09%) SharePoint
Business Applications
1 1 (9.09%) Dynamics AX
Database & Business Intelligence
1 7 (63.64%) Data Warehouse
2 4 (36.36%) BusinessObjects
2 4 (36.36%) SAP BW
2 4 (36.36%) SAP HANA
2 4 (36.36%) SQL Server Analysis Services
2 4 (36.36%) SQL Server Integration Services
2 4 (36.36%) SQL Server Reporting Services
3 3 (27.27%) Big Data
3 3 (27.27%) Oracle OLAP
3 3 (27.27%) Power BI
4 2 (18.18%) SQL Server
4 2 (18.18%) SQL Server 2012
5 1 (9.09%) Microsoft Analysis Services
5 1 (9.09%) MOLAP
5 1 (9.09%) OLTP
5 1 (9.09%) ROLAP
5 1 (9.09%) SQL Server 2008
Development Applications
1 1 (9.09%) Visual Studio
1 1 (9.09%) Visual Studio Team System
General
1 4 (36.36%) Manufacturing
2 2 (18.18%) Advertising
3 1 (9.09%) Billing
Job Titles
1 4 (36.36%) Analyst
1 4 (36.36%) Developer
1 4 (36.36%) SAP Analyst
1 4 (36.36%) SAP BW Analyst
2 3 (27.27%) Architect
2 3 (27.27%) Business Intelligence Developer
2 3 (27.27%) Data Architect
3 2 (18.18%) Business Developer
3 2 (18.18%) SQL BI Developer
3 2 (18.18%) SQL Developer
3 2 (18.18%) SQL Server BI Developer
3 2 (18.18%) SQL Server Developer
4 1 (9.09%) Junior
4 1 (9.09%) Junior Business Intelligence Developer
4 1 (9.09%) Junior Developer
4 1 (9.09%) Report Developer
4 1 (9.09%) Solutions Architect
4 1 (9.09%) SSIS Developer
4 1 (9.09%) SSRS Developer
Libraries, Frameworks & Software Standards
1 3 (27.27%) MDX
2 1 (9.09%) .NET
Processes & Methodologies
1 5 (45.45%) ETL
2 4 (36.36%) Business Intelligence
3 3 (27.27%) Data Management
3 3 (27.27%) Data Mapping
3 3 (27.27%) Data Modelling
3 3 (27.27%) Data Strategy
3 3 (27.27%) Master Data Management
4 1 (9.09%) Coaching
4 1 (9.09%) Data Architecture
4 1 (9.09%) Data Integration
4 1 (9.09%) Data Virtualisation
4 1 (9.09%) Data Visualisation
4 1 (9.09%) Dimensional Modelling
4 1 (9.09%) ETL Development
4 1 (9.09%) Inmon Methodology
4 1 (9.09%) Kimball Methodology
4 1 (9.09%) Mentoring
4 1 (9.09%) Migration
4 1 (9.09%) Performance Tuning
4 1 (9.09%) Visualisation
Programming Languages
1 4 (36.36%) ABAP
1 4 (36.36%) SQL
1 4 (36.36%) T-SQL
2 1 (9.09%) C#
2 1 (9.09%) VB.NET
Qualifications
1 1 (9.09%) MCSE
1 1 (9.09%) Microsoft Certification
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
Vendors
1 4 (36.36%) Microsoft
1 4 (36.36%) SAP
2 3 (27.27%) Oracle
3 1 (9.09%) IBM