Period
to 14 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
West Midlands > Birmingham
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 194 198 210
Rank change year-on-year +4 +12 -47
Permanent jobs citing OLAP 3 3 7
As % of all permanent IT jobs advertised in Birmingham 0.078% 0.077% 0.15%
As % of the Database & Business Intelligence category 0.31% 0.28% 0.70%
Number of salaries quoted 3 2 6
Birmingham median annual salary £50,000 £49,000 £42,500
Median salary % change year-on-year +2.04% +15.29% -5.56%
10th Percentile £34,500 £45,350 £37,500
90th Percentile £68,500 £57,450 £46,250
West Midlands median annual salary £47,500 £27,500 £45,000
% change year-on-year +72.73% -38.89% +12.50%

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 Birmingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Birmingham
Permanent vacancies with a requirement for database or business intelligence skills 969 1,067 998
As % of all permanent IT jobs advertised in Birmingham 25.04% 27.24% 20.85%
Number of salaries quoted 803 919 847
Birmingham median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,550 £28,000 £22,500
90th Percentile £65,000 £60,000 £60,000
West Midlands median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -

OLAP
Job Vacancy Trend in Birmingham

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

Job vacancy trend for OLAP in Birmingham

OLAP
Salary Trend in Birmingham

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

Salary trend for OLAP in Birmingham

OLAP
Salary Histogram in Birmingham

The salary distribution of IT jobs citing OLAP in Birmingham over the 6 months to 14 August 2018.

Salary histogram for OLAP in Birmingham

For the 6 months to 14 August 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 Birmingham region with a requirement for OLAP.

1 3 (100.00%) Business Intelligence
1 3 (100.00%) SQL
2 2 (66.67%) ETL
2 2 (66.67%) Data Analysis
2 2 (66.67%) Oracle
2 2 (66.67%) SQL Server
2 2 (66.67%) Microsoft Azure
2 2 (66.67%) OLAP Cube
2 2 (66.67%) Oracle OLAP
2 2 (66.67%) SQL Server Integration Services
3 1 (33.33%) Statistics
3 1 (33.33%) Degree
3 1 (33.33%) MDX
3 1 (33.33%) Computer Science
3 1 (33.33%) QA
3 1 (33.33%) SQL Server Analysis Services
3 1 (33.33%) TestNG
3 1 (33.33%) Git (software)
3 1 (33.33%) Pentaho
3 1 (33.33%) Scala
3 1 (33.33%) Hadoop
3 1 (33.33%) Visualisation
3 1 (33.33%) Google Cloud Platform
3 1 (33.33%) Samza
3 1 (33.33%) Dashboard Development
3 1 (33.33%) Flink
3 1 (33.33%) AWS Lambda
3 1 (33.33%) Fintech
3 1 (33.33%) Collateral Management
3 1 (33.33%) Virtual Team

OLAP
Co-occurring IT Skills in Birmingham 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 (33.33%) Apache
1 1 (33.33%) Apache Pig
1 1 (33.33%) Apache Spark
1 1 (33.33%) Elasticsearch
Cloud Services
1 2 (66.67%) Microsoft Azure
2 1 (33.33%) Amazon AWS
2 1 (33.33%) AWS Lambda
2 1 (33.33%) Azure Data Factory
2 1 (33.33%) Google Cloud Platform
2 1 (33.33%) Serverless
Database & Business Intelligence
1 2 (66.67%) OLAP Cube
1 2 (66.67%) Oracle OLAP
1 2 (66.67%) SQL Server
1 2 (66.67%) SQL Server Integration Services
2 1 (33.33%) Azure SQL Data Warehouse
2 1 (33.33%) Big Data
2 1 (33.33%) Bigtable
2 1 (33.33%) Data Mining
2 1 (33.33%) Data Warehouse
2 1 (33.33%) DTS
2 1 (33.33%) Flink
2 1 (33.33%) Hadoop
2 1 (33.33%) Impala
2 1 (33.33%) MySQL
2 1 (33.33%) Pentaho
2 1 (33.33%) Relational Database
2 1 (33.33%) Riak
2 1 (33.33%) ROLAP
2 1 (33.33%) SQL Server Analysis Services
2 1 (33.33%) SQL Server Reporting Services
Development Applications
1 1 (33.33%) Bitbucket
1 1 (33.33%) Git (software)
1 1 (33.33%) Jenkins
1 1 (33.33%) JUnit
1 1 (33.33%) Maven
1 1 (33.33%) TestNG
General
1 1 (33.33%) Finance
1 1 (33.33%) Financial Institution
1 1 (33.33%) Retail
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Apache Spark Developer
1 1 (33.33%) Data Warehouse Specialist
1 1 (33.33%) Developer
1 1 (33.33%) Hadoop Developer
1 1 (33.33%) Java Developer
1 1 (33.33%) Java Hadoop Developer
1 1 (33.33%) Junior
1 1 (33.33%) Junior Analyst
1 1 (33.33%) Senior Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 1 (33.33%) Akka
1 1 (33.33%) Lucene
1 1 (33.33%) MDX
1 1 (33.33%) Play Framework
1 1 (33.33%) Samza
Miscellaneous
1 1 (33.33%) Analytical Skills
1 1 (33.33%) Computer Science
1 1 (33.33%) Data Structures
1 1 (33.33%) Fintech
1 1 (33.33%) User Experience
1 1 (33.33%) Virtual Team
Processes & Methodologies
1 3 (100.00%) Business Intelligence
2 2 (66.67%) Data Analysis
2 2 (66.67%) ETL
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Analytics
3 1 (33.33%) BDD
3 1 (33.33%) CAP Theorem
3 1 (33.33%) Creative Thinking
3 1 (33.33%) Dashboard Development
3 1 (33.33%) Data Management
3 1 (33.33%) Data Modelling
3 1 (33.33%) Data Strategy
3 1 (33.33%) Data Visualisation
3 1 (33.33%) ERP
3 1 (33.33%) MVC
3 1 (33.33%) Scrum
3 1 (33.33%) Software Engineering
3 1 (33.33%) Statistics
3 1 (33.33%) TDD
3 1 (33.33%) Visualisation
Programming Languages
1 3 (100.00%) SQL
2 1 (33.33%) Java
2 1 (33.33%) Scala
Qualifications
1 1 (33.33%) Computer Science Degree
1 1 (33.33%) Degree
1 1 (33.33%) PhD
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
1 1 (33.33%) QA
System Software
1 1 (33.33%) Apache ZooKeeper
1 1 (33.33%) HDFS
Systems Management
1 1 (33.33%) Hadoop YARN
Vendors
1 2 (66.67%) Oracle
2 1 (33.33%) Cognos
2 1 (33.33%) IBM
2 1 (33.33%) JD Edwards
2 1 (33.33%) Microsoft
2 1 (33.33%) SAP
2 1 (33.33%) Tableau
2 1 (33.33%) Vertica