Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
England > West Midlands
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 293 305 262
Rank change year-on-year +12 -43 -27
Permanent jobs citing OLAP 35 27 59
As % of all permanent IT jobs advertised in the West Midlands 0.34% 0.24% 0.55%
As % of the Database & Business Intelligence category 1.16% 0.87% 1.86%
Number of salaries quoted 23 16 44
West Midlands median annual salary £33,000 £41,250 £40,000
Median salary % change year-on-year -20.00% +3.13% -
10th Percentile £21,250 £36,875 £31,250
90th Percentile £56,000 £48,750 £57,500
England median annual salary £50,000 £50,000 £50,000

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 the West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Permanent vacancies with a requirement for database or business intelligence skills 3025 3096 3175
As % of all permanent IT jobs advertised in the West Midlands 29.75% 26.96% 29.46%
Number of salaries quoted 2606 2584 2763
West Midlands median annual salary £40,000 £38,500 £37,500
Median salary % change year-on-year +3.90% +2.67% -
10th Percentile £26,125 £23,500 £25,000
90th Percentile £60,000 £58,925 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

OLAP
Job Vacancy Trend in the West Midlands

Job postings citing OLAP as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for OLAP in the West Midlands

OLAP
Salary Trend in the West Midlands

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

Salary trend for OLAP in the West Midlands

OLAP
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing OLAP in the West Midlands over the 6 months to 22 November 2017.

Salary histogram for OLAP in the West Midlands

OLAP
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OLAP within the West Midlands region over the 6 months to 22 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
Coventry +5 10 £51,250 - 1
Birmingham +21 7 £48,000 +20.00%
Warwickshire - 7 £22,500 -
Staffordshire -2 3 £33,000 -17.50%
Shropshire - 3 - -
Walsall - 3 £30,000 -
Wolverhampton - 1 - -
OLAP
England

For the 6 months to 22 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 West Midlands region with a requirement for OLAP.

1 31 (88.57%) Business Intelligence
2 28 (80.00%) SQL Server Integration Services
3 27 (77.14%) SQL
4 24 (68.57%) SQL Server Analysis Services
5 23 (65.71%) SQL Server
5 23 (65.71%) ETL
6 22 (62.86%) Microsoft
6 22 (62.86%) SQL Server Reporting Services
7 21 (60.00%) Data Warehouse
8 18 (51.43%) T-SQL
9 15 (42.86%) Microsoft Excel
10 11 (31.43%) Relational Database
11 10 (28.57%) MDX
12 9 (25.71%) Agile Software Development
12 9 (25.71%) OLAP Cube
13 8 (22.86%) C#
13 8 (22.86%) XML
14 7 (20.00%) Data Modelling
14 7 (20.00%) Continuous Integration
14 7 (20.00%) Analytical Skills
14 7 (20.00%) iPad
15 6 (17.14%) Analytics
15 6 (17.14%) Scrum
16 5 (14.29%) Finance
16 5 (14.29%) Unit Testing
16 5 (14.29%) Mathematics
16 5 (14.29%) Visual Studio
16 5 (14.29%) Functional Testing
16 5 (14.29%) Team Foundation Server
16 5 (14.29%) Power BI

OLAP
Co-occurring IT Skills in the West Midlands 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 15 (42.86%) Microsoft Excel
Business Applications
1 3 (8.57%) Cognos TM1
Cloud Services
1 3 (8.57%) Microsoft Azure
2 2 (5.71%) Azure Data Factory
3 1 (2.86%) Amazon AWS
Communications & Networking
1 1 (2.86%) SMS
Database & Business Intelligence
1 28 (80.00%) SQL Server Integration Services
2 24 (68.57%) SQL Server Analysis Services
3 23 (65.71%) SQL Server
4 22 (62.86%) SQL Server Reporting Services
5 21 (60.00%) Data Warehouse
6 11 (31.43%) Relational Database
7 9 (25.71%) OLAP Cube
8 5 (14.29%) Power BI
8 5 (14.29%) Semantic Layer
9 4 (11.43%) SQL Server 2008
9 4 (11.43%) SQL Server 2012
10 3 (8.57%) Crystal Reports
10 3 (8.57%) MS Access
11 2 (5.71%) Azure SQL Database
11 2 (5.71%) SQL Server 2014
11 2 (5.71%) SQL Server 2016
12 1 (2.86%) Azure SQL Data Warehouse
12 1 (2.86%) OLTP
12 1 (2.86%) Oracle OLAP
12 1 (2.86%) PowerPivot
Development Applications
1 5 (14.29%) Team Foundation Server
1 5 (14.29%) Visual Studio
2 1 (2.86%) JIRA
General
1 5 (14.29%) Finance
2 3 (8.57%) Retail
3 1 (2.86%) Advertising
Job Titles
1 19 (54.29%) Developer
2 15 (42.86%) Analyst
3 13 (37.14%) Business Intelligence Developer
4 8 (22.86%) SQL Analyst
5 7 (20.00%) Data Warehouse Developer
5 7 (20.00%) SSIS Analyst
6 6 (17.14%) Business Intelligence Analyst
6 6 (17.14%) Database Analyst
7 5 (14.29%) Junior
7 5 (14.29%) Junior Analyst
8 4 (11.43%) Senior Developer
9 3 (8.57%) SQL Developer
10 2 (5.71%) Business Intelligence Lead
10 2 (5.71%) Lead Developer
10 2 (5.71%) Senior Business Intelligence Developer
10 2 (5.71%) Senior SQL Developer
10 2 (5.71%) SSAS Developer
10 2 (5.71%) TM1 Developer
11 1 (2.86%) DBA
11 1 (2.86%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 10 (28.57%) MDX
2 8 (22.86%) XML
3 1 (2.86%) .NET
3 1 (2.86%) ASP.NET
Miscellaneous
1 7 (20.00%) Analytical Skills
1 7 (20.00%) iPad
2 3 (8.57%) Management Information System
3 2 (5.71%) Computer Science
4 1 (2.86%) Greenfield Project
4 1 (2.86%) User Experience
Operating Systems
1 1 (2.86%) HPUX
1 1 (2.86%) Linux
1 1 (2.86%) Red Hat Enterprise Linux
1 1 (2.86%) Unix
1 1 (2.86%) Windows
1 1 (2.86%) Windows Server
1 1 (2.86%) Windows Server 2003
1 1 (2.86%) Windows Server 2008
Processes & Methodologies
1 31 (88.57%) Business Intelligence
2 23 (65.71%) ETL
3 9 (25.71%) Agile Software Development
4 7 (20.00%) Continuous Integration
4 7 (20.00%) Data Modelling
5 6 (17.14%) Analytics
5 6 (17.14%) Scrum
6 5 (14.29%) Functional Testing
6 5 (14.29%) Mathematics
6 5 (14.29%) Unit Testing
7 3 (8.57%) Coaching
7 3 (8.57%) Dashboard Development
7 3 (8.57%) Data Management
7 3 (8.57%) ETL Development
7 3 (8.57%) Mentoring
7 3 (8.57%) Technical Analysis
8 2 (5.71%) Concurrent Programming
8 2 (5.71%) Continuous Improvement
8 2 (5.71%) Translating Business Requirements
8 2 (5.71%) Waterfall
Programming Languages
1 27 (77.14%) SQL
2 18 (51.43%) T-SQL
3 8 (22.86%) C#
4 3 (8.57%) VB
5 1 (2.86%) VB.NET
5 1 (2.86%) VBA
Qualifications
1 2 (5.71%) Degree
1 2 (5.71%) MCSD
1 2 (5.71%) MCTS
1 2 (5.71%) Microsoft Certification
1 2 (5.71%) Security Cleared
System Software
1 1 (2.86%) Hyper-V
1 1 (2.86%) VMware Infrastructure
Systems Management
1 1 (2.86%) Systems Management Server (SMS)
Vendors
1 22 (62.86%) Microsoft
2 4 (11.43%) Tableau
3 3 (8.57%) Cognos
3 3 (8.57%) IBM
4 1 (2.86%) Informatica
4 1 (2.86%) Oracle
4 1 (2.86%) Red Hat
4 1 (2.86%) VMware