Period
to 21 June 2018

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands with a requirement for OLAP Cube skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OLAP Cube over the 6 months to 21 June 2018 with a comparison to the same period in the previous 2 years.

OLAP Cubes
England > West Midlands
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 312 317 316
Rank change year-on-year +5 -1 +7
Permanent jobs citing OLAP Cube 6 12 30
As % of all permanent IT jobs advertised in the West Midlands 0.063% 0.12% 0.24%
As % of the Database & Business Intelligence category 0.24% 0.41% 0.91%
Number of salaries quoted 5 11 28
West Midlands median annual salary £47,500 £45,000 £47,500
Median salary % change year-on-year +5.56% -5.26% +35.71%
10th Percentile £40,750 £40,000 £37,500
90th Percentile £64,500 £48,750 £48,750
England median annual salary £47,500 £53,750 £52,500
% change year-on-year -11.63% +2.38% +16.67%

OLAP Cube 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 2,472 2,927 3,290
As % of all permanent IT jobs advertised in the West Midlands 26.15% 29.92% 26.69%
Number of salaries quoted 2,009 2,553 2,774
West Midlands median annual salary £42,500 £40,000 £38,000
Median salary % change year-on-year +6.25% +5.26% +1.33%
10th Percentile £27,000 £26,000 £23,750
90th Percentile £61,250 £58,200 £58,750
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

OLAP Cube
Job Vacancy Trend in the West Midlands

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

Job vacancy trend for OLAP Cube in the West Midlands

OLAP Cube
Salary Trend in the West Midlands

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

Salary trend for OLAP Cube in the West Midlands

OLAP Cube
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing OLAP Cube in the West Midlands over the 6 months to 21 June 2018.

Salary histogram for OLAP Cube in the West Midlands

OLAP Cube
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 Cube within the West Midlands region over the 6 months to 21 June 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
Birmingham +2 6 £47,500 +4.40%
OLAP Cube
England

For the 6 months to 21 June 2018, IT jobs citing OLAP Cube 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 West Midlands region with a requirement for OLAP Cube.

1 6 (100.00%) SQL Server
1 6 (100.00%) OLAP
1 6 (100.00%) SQL
1 6 (100.00%) ETL
1 6 (100.00%) Business Intelligence
2 5 (83.33%) Microsoft Azure
3 4 (66.67%) SQL Server Analysis Services
3 4 (66.67%) Microsoft
3 4 (66.67%) Retail
3 4 (66.67%) SQL Server Reporting Services
3 4 (66.67%) SQL Server Integration Services
3 4 (66.67%) Data Warehouse
3 4 (66.67%) Data Modelling
4 3 (50.00%) Azure SQL Database
4 3 (50.00%) Azure Data Factory
4 3 (50.00%) Azure SQL Data Warehouse
5 2 (33.33%) Computer Science Degree
5 2 (33.33%) Serverless
5 2 (33.33%) CAP Theorem
5 2 (33.33%) Flink
5 2 (33.33%) AWS Lambda
5 2 (33.33%) Fintech
5 2 (33.33%) Collateral Management
5 2 (33.33%) Java
5 2 (33.33%) Data Visualisation
5 2 (33.33%) Tableau
5 2 (33.33%) HBase
5 2 (33.33%) Apache ZooKeeper
5 2 (33.33%) Riak
5 2 (33.33%) Vertica

OLAP Cube
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:

Application Platforms
1 2 (33.33%) Apache
1 2 (33.33%) Apache Pig
1 2 (33.33%) Apache Spark
1 2 (33.33%) Elasticsearch
Cloud Services
1 5 (83.33%) Microsoft Azure
2 3 (50.00%) Azure Data Factory
3 2 (33.33%) Amazon AWS
3 2 (33.33%) AWS Lambda
3 2 (33.33%) Google Cloud Platform
3 2 (33.33%) Serverless
Database & Business Intelligence
1 6 (100.00%) OLAP
1 6 (100.00%) SQL Server
2 4 (66.67%) Data Warehouse
2 4 (66.67%) SQL Server Analysis Services
2 4 (66.67%) SQL Server Integration Services
2 4 (66.67%) SQL Server Reporting Services
3 3 (50.00%) Azure SQL Data Warehouse
3 3 (50.00%) Azure SQL Database
4 2 (33.33%) Apache Cassandra
4 2 (33.33%) Apache Hive
4 2 (33.33%) Big Data
4 2 (33.33%) Bigtable
4 2 (33.33%) Flink
4 2 (33.33%) Hadoop
4 2 (33.33%) HBase
4 2 (33.33%) Impala
4 2 (33.33%) MongoDB
4 2 (33.33%) Oracle OLAP
4 2 (33.33%) Pentaho
4 2 (33.33%) Riak
Development Applications
1 2 (33.33%) Bitbucket
1 2 (33.33%) Git (software)
1 2 (33.33%) Jenkins
1 2 (33.33%) JUnit
1 2 (33.33%) Maven
1 2 (33.33%) TestNG
General
1 4 (66.67%) Retail
2 2 (33.33%) Finance
2 2 (33.33%) Financial Institution
Job Titles
1 5 (83.33%) Developer
2 3 (50.00%) Business Intelligence Developer
3 2 (33.33%) Apache Spark Developer
3 2 (33.33%) Hadoop Developer
3 2 (33.33%) Java Developer
3 2 (33.33%) Java Hadoop Developer
3 2 (33.33%) Senior Business Intelligence Developer
3 2 (33.33%) Senior Developer
4 1 (16.67%) Business Developer
4 1 (16.67%) Data Warehouse Specialist
4 1 (16.67%) Microsoft BI Developer
4 1 (16.67%) Microsoft Developer
4 1 (16.67%) Senior Data Warehouse Specialist
4 1 (16.67%) SQL BI Developer
4 1 (16.67%) SQL Developer
4 1 (16.67%) SQL Server BI Developer
4 1 (16.67%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (33.33%) Akka
1 2 (33.33%) Lucene
1 2 (33.33%) Play Framework
1 2 (33.33%) Samza
Miscellaneous
1 2 (33.33%) Computer Science
1 2 (33.33%) Fintech
1 2 (33.33%) User Experience
Processes & Methodologies
1 6 (100.00%) Business Intelligence
1 6 (100.00%) ETL
2 4 (66.67%) Data Modelling
3 2 (33.33%) Agile Software Development
3 2 (33.33%) BDD
3 2 (33.33%) CAP Theorem
3 2 (33.33%) Collateral Management
3 2 (33.33%) Data Analysis
3 2 (33.33%) Data Transformation
3 2 (33.33%) Data Visualisation
3 2 (33.33%) Functional Programming
3 2 (33.33%) MVC
3 2 (33.33%) Scrum
3 2 (33.33%) Software Engineering
3 2 (33.33%) TDD
3 2 (33.33%) Visualisation
Programming Languages
1 6 (100.00%) SQL
2 2 (33.33%) Java
2 2 (33.33%) Scala
Qualifications
1 2 (33.33%) Computer Science Degree
1 2 (33.33%) Degree
1 2 (33.33%) PhD
Quality Assurance & Compliance
1 2 (33.33%) QA
System Software
1 2 (33.33%) Apache ZooKeeper
1 2 (33.33%) HDFS
Systems Management
1 2 (33.33%) Hadoop YARN
Vendors
1 4 (66.67%) Microsoft
2 2 (33.33%) Oracle
2 2 (33.33%) Tableau
2 2 (33.33%) Vertica