Period
to 22 April 2018

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 6 months to 22 April 2018 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 222 224 198
Rank change year-on-year +2 -26 +62
Permanent jobs citing OLAP 6 10 65
As % of all permanent IT jobs advertised in Leeds 0.12% 0.19% 0.99%
As % of the Database & Business Intelligence category 0.44% 0.62% 2.70%
Number of salaries quoted 0 8 38
Leeds median annual salary - £42,500 £40,000
Median salary % change year-on-year - +6.25% -
West Yorkshire median annual salary £42,500 £42,500 £42,500

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 1,365 1,619 2,407
As % of all permanent IT jobs advertised in Leeds 26.51% 31.29% 36.76%
Number of salaries quoted 1,174 1,456 1,926
Leeds median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,500 £27,500 £27,500
90th Percentile £60,175 £60,000 £61,250
West Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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

For the 6 months to 22 April 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 Leeds region with a requirement for OLAP.

1 6 (100.00%) SOAP
1 6 (100.00%) XML
1 6 (100.00%) XSD
1 6 (100.00%) UML
1 6 (100.00%) Data Warehouse
1 6 (100.00%) Data Modelling
1 6 (100.00%) ETL
1 6 (100.00%) Business Intelligence
1 6 (100.00%) MOLAP
1 6 (100.00%) ROLAP
1 6 (100.00%) Microsoft
1 6 (100.00%) Replication
1 6 (100.00%) Agile Software Development
1 6 (100.00%) TOGAF
1 6 (100.00%) Statistical Analysis
1 6 (100.00%) Enterprise Architecture
1 6 (100.00%) Taxonomies
1 6 (100.00%) JSON
1 6 (100.00%) Apache Hive
1 6 (100.00%) R
1 6 (100.00%) REST
1 6 (100.00%) MapReduce
1 6 (100.00%) HBase
1 6 (100.00%) Big Data
1 6 (100.00%) Kafka
1 6 (100.00%) Apache Flume
1 6 (100.00%) Data Analytics
1 6 (100.00%) Kimball Methodology
1 6 (100.00%) Change Data Capture
1 6 (100.00%) Analytics

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:

Database & Business Intelligence
1 6 (100.00%) Apache Hive
1 6 (100.00%) Big Data
1 6 (100.00%) Data Lake
1 6 (100.00%) Data Warehouse
1 6 (100.00%) Hadoop
1 6 (100.00%) HBase
1 6 (100.00%) Impala
1 6 (100.00%) MOLAP
1 6 (100.00%) ROLAP
1 6 (100.00%) Sqoop
Job Titles
1 6 (100.00%) Architect
1 6 (100.00%) Data Architect
2 4 (66.67%) Lead Architect
2 4 (66.67%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 6 (100.00%) JSON
1 6 (100.00%) Kafka
1 6 (100.00%) REST
1 6 (100.00%) SOAP
1 6 (100.00%) XML
1 6 (100.00%) XSD
Miscellaneous
1 6 (100.00%) Replication
1 6 (100.00%) Taxonomies
Processes & Methodologies
1 6 (100.00%) Agile Software Development
1 6 (100.00%) Analytics
1 6 (100.00%) Business Intelligence
1 6 (100.00%) Change Data Capture
1 6 (100.00%) CRUD
1 6 (100.00%) Data Analytics
1 6 (100.00%) Data Architecture
1 6 (100.00%) Data Ingestion
1 6 (100.00%) Data Integration
1 6 (100.00%) Data Modelling
1 6 (100.00%) Data Science
1 6 (100.00%) ETL
1 6 (100.00%) Kimball Methodology
1 6 (100.00%) MapReduce
1 6 (100.00%) Market Research
1 6 (100.00%) SDLC
1 6 (100.00%) Statistical Analysis
1 6 (100.00%) Target Operating Model
1 6 (100.00%) TOGAF
1 6 (100.00%) UML
Programming Languages
1 6 (100.00%) R
1 6 (100.00%) Scala
System Software
1 6 (100.00%) Apache Flume
1 6 (100.00%) HDFS
Systems Management
1 6 (100.00%) Oozie
Vendors
1 6 (100.00%) Microsoft