Period
to 26 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for MOLAP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MOLAP over the 6 months to 26 May 2018 with a comparison to the same period in the previous 2 years.

Multidimensional OLAP (MOLAP)
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 217 236 -
Rank change year-on-year +19 - +274
Permanent jobs citing MOLAP 6 1 0
As % of all permanent IT jobs advertised in Leeds 0.13% 0.020% -
As % of the Database & Business Intelligence category 0.47% 0.063% -
Number of salaries quoted 0 1 0
Leeds median annual salary - £42,500 -
West Yorkshire median annual salary - £42,500 -

MOLAP 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 1,278 1,587 2,262
As % of all permanent IT jobs advertised in Leeds 26.71% 31.23% 35.45%
Number of salaries quoted 1,098 1,411 1,798
Leeds median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £31,250 £28,000 £27,500
90th Percentile £62,500 £60,000 £62,000
West Yorkshire median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

MOLAP
Job Vacancy Trend in Leeds

Job postings citing MOLAP as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for MOLAP in Leeds

MOLAP
Salary Trend in Leeds

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

Salary trend for MOLAP in Leeds

For the 6 months to 26 May 2018, IT jobs citing MOLAP 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 MOLAP.

1 6 (100.00%) 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%) 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

MOLAP
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%) OLAP
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