Period
to 17 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 17 October 2018 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
England > Yorkshire
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 264 289 286
Rank change year-on-year +25 -3 +5
Permanent jobs citing OLAP 24 20 54
As % of all permanent IT jobs advertised in Yorkshire 0.29% 0.21% 0.48%
As % of the Database & Business Intelligence category 1.09% 0.68% 1.60%
Number of salaries quoted 22 17 47
Yorkshire median annual salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11% -
10th Percentile £30,800 £33,250 £36,250
90th Percentile £57,375 £70,000 £82,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 2,206 2,931 3,366
As % of all permanent IT jobs advertised in Yorkshire 26.45% 30.72% 29.86%
Number of salaries quoted 1,842 2,516 2,856
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £27,125 £26,500
90th Percentile £57,500 £60,000 £57,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

OLAP
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for OLAP in Yorkshire

OLAP
Salary Trend in Yorkshire

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

Salary trend for OLAP in Yorkshire

OLAP
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing OLAP in Yorkshire over the 6 months to 17 October 2018.

Salary histogram for OLAP in Yorkshire

OLAP
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OLAP within the Yorkshire region over the 6 months to 17 October 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
West Yorkshire +33 11 £55,000 -15.38% 4
South Yorkshire +8 8 £45,000 -10.00% 2
North Yorkshire -8 4 £53,750 +43.33% 2
OLAP
England

For the 6 months to 17 October 2018, IT jobs citing OLAP 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 Yorkshire region with a requirement for OLAP.

1 24 (100.00%) Data Warehouse
1 24 (100.00%) Business Intelligence
2 23 (95.83%) SQL Server Reporting Services
2 23 (95.83%) SQL Server Integration Services
3 20 (83.33%) SQL Server Analysis Services
4 16 (66.67%) ETL
5 12 (50.00%) Data Modelling
5 12 (50.00%) SQL Server
6 11 (45.83%) SAP
6 11 (45.83%) SQL
6 11 (45.83%) Cognos
7 9 (37.50%) Microsoft
7 9 (37.50%) Agile Software Development
7 9 (37.50%) OLAP Cube
7 9 (37.50%) Power BI
8 8 (33.33%) Analytical Skills
8 8 (33.33%) Dimensional Modelling
8 8 (33.33%) Change Management
8 8 (33.33%) Finance
9 7 (29.17%) Stakeholder Management
9 7 (29.17%) Tcl
9 7 (29.17%) IBM
9 7 (29.17%) Microsoft Excel
9 7 (29.17%) Cognos TM1
9 7 (29.17%) Collaborative Working
10 5 (20.83%) Analytics
11 4 (16.67%) Data Governance
11 4 (16.67%) SAP HANA
11 4 (16.67%) Data Science
12 3 (12.50%) Root Cause Analysis

OLAP
Co-occurring IT Skills in Yorkshire 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 (4.17%) SAS
Applications
1 7 (29.17%) Microsoft Excel
Business Applications
1 7 (29.17%) Cognos TM1
Cloud Services
1 3 (12.50%) Microsoft Azure
Database & Business Intelligence
1 24 (100.00%) Data Warehouse
2 23 (95.83%) SQL Server Integration Services
2 23 (95.83%) SQL Server Reporting Services
3 20 (83.33%) SQL Server Analysis Services
4 12 (50.00%) SQL Server
5 9 (37.50%) OLAP Cube
5 9 (37.50%) Power BI
6 4 (16.67%) SAP HANA
7 1 (4.17%) BusinessObjects
7 1 (4.17%) BusinessObjects Web Intelligence
7 1 (4.17%) Oracle ODI
7 1 (4.17%) Oracle OLAP
7 1 (4.17%) SQL Server 2016
7 1 (4.17%) Star Schema
Development Applications
1 1 (4.17%) Toad
General
1 8 (33.33%) Finance
2 1 (4.17%) Banking
2 1 (4.17%) Financial Institution
Job Titles
1 7 (29.17%) Business Manager
2 6 (25.00%) Business Intelligence Developer
2 6 (25.00%) Developer
3 5 (20.83%) Business Developer
3 5 (20.83%) Business Intelligence Manager
4 4 (16.67%) Analytics Manager
5 3 (12.50%) Analyst
5 3 (12.50%) Data Analytics Manager
5 3 (12.50%) Data Manager
6 2 (8.33%) Business Consultant
6 2 (8.33%) Business Intelligence Consultant
6 2 (8.33%) Consultant
7 1 (4.17%) Architect
7 1 (4.17%) Business Architect
7 1 (4.17%) Business Intelligence Analyst
7 1 (4.17%) Business Intelligence Architect
7 1 (4.17%) Data Warehouse Specialist
7 1 (4.17%) Finance Manager
7 1 (4.17%) Senior Business Intelligence Developer
7 1 (4.17%) Senior Developer
Libraries, Frameworks & Software Standards
1 1 (4.17%) MDX
Miscellaneous
1 8 (33.33%) Analytical Skills
Processes & Methodologies
1 24 (100.00%) Business Intelligence
2 16 (66.67%) ETL
3 12 (50.00%) Data Modelling
4 9 (37.50%) Agile Software Development
5 8 (33.33%) Change Management
5 8 (33.33%) Dimensional Modelling
6 7 (29.17%) Collaborative Working
6 7 (29.17%) Stakeholder Management
7 5 (20.83%) Analytics
8 4 (16.67%) Data Governance
8 4 (16.67%) Data Science
9 3 (12.50%) Root Cause Analysis
10 1 (4.17%) Cybersecurity
10 1 (4.17%) Data Integration
10 1 (4.17%) Digital Transformation Programme
10 1 (4.17%) High Availability
10 1 (4.17%) Inmon Methodology
10 1 (4.17%) Kimball Methodology
10 1 (4.17%) Performance Tuning
Programming Languages
1 11 (45.83%) SQL
2 7 (29.17%) Tcl
3 1 (4.17%) PL/SQL
3 1 (4.17%) Python
3 1 (4.17%) R
Quality Assurance & Compliance
1 2 (8.33%) QA
Vendors
1 11 (45.83%) Cognos
1 11 (45.83%) SAP
2 9 (37.50%) Microsoft
3 7 (29.17%) IBM
4 1 (4.17%) Alteryx
4 1 (4.17%) Oracle
4 1 (4.17%) Tableau