Period
to 22 July 2018

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

Online Analytical Processing (OLAP)
England > Yorkshire
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 292 312 294
Rank change year-on-year +20 -18 +20
Permanent jobs citing OLAP 18 21 61
As % of all permanent IT jobs advertised in Yorkshire 0.19% 0.20% 0.51%
As % of the Database & Business Intelligence category 0.67% 0.59% 1.63%
Number of salaries quoted 10 19 41
Yorkshire median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +12.50%
10th Percentile £29,500 £34,750 £32,500
90th Percentile £56,375 £70,000 £82,500
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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 2,669 3,530 3,745
As % of all permanent IT jobs advertised in Yorkshire 27.97% 33.02% 31.43%
Number of salaries quoted 2,270 3,062 3,115
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £27,500 £26,750 £26,500
90th Percentile £60,000 £60,000 £58,750
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

OLAP
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for OLAP in Yorkshire

OLAP
Salary Trend in Yorkshire

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

Salary trend for OLAP in Yorkshire

OLAP
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing OLAP in Yorkshire over the 6 months to 22 July 2018.

Salary histogram for OLAP in Yorkshire

OLAP
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OLAP within the Yorkshire region over the 6 months to 22 July 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
South Yorkshire +18 9 £45,000 -10.00% 2
West Yorkshire +15 7 £52,500 +2.44% 3
North Yorkshire +2 1 £52,500 +31.25%
OLAP
England

For the 6 months to 22 July 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 Yorkshire region with a requirement for OLAP.

1 18 (100.00%) Business Intelligence
2 16 (88.89%) Data Warehouse
3 12 (66.67%) Data Modelling
4 11 (61.11%) SQL Server Reporting Services
4 11 (61.11%) SQL Server Integration Services
5 10 (55.56%) Analytics
5 10 (55.56%) Data Science
6 9 (50.00%) ETL
7 8 (44.44%) Agile Software Development
7 8 (44.44%) Microsoft
7 8 (44.44%) SQL Server Analysis Services
7 8 (44.44%) Analytical Skills
8 7 (38.89%) R
8 7 (38.89%) Kimball Methodology
8 7 (38.89%) Finance
9 6 (33.33%) Replication
9 6 (33.33%) TOGAF
9 6 (33.33%) MOLAP
9 6 (33.33%) ROLAP
9 6 (33.33%) SQL
9 6 (33.33%) SQL Server
9 6 (33.33%) SOAP
9 6 (33.33%) XML
9 6 (33.33%) XSD
9 6 (33.33%) UML
9 6 (33.33%) Change Data Capture
9 6 (33.33%) HBase
9 6 (33.33%) Big Data
9 6 (33.33%) Kafka
9 6 (33.33%) Apache Flume

OLAP
Co-occurring IT Skills in Yorkshire 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 (5.56%) SAS
Cloud Services
1 3 (16.67%) Microsoft Azure
Database & Business Intelligence
1 16 (88.89%) Data Warehouse
2 11 (61.11%) SQL Server Integration Services
2 11 (61.11%) SQL Server Reporting Services
3 8 (44.44%) SQL Server Analysis Services
4 6 (33.33%) Apache Hive
4 6 (33.33%) Big Data
4 6 (33.33%) Data Lake
4 6 (33.33%) Hadoop
4 6 (33.33%) HBase
4 6 (33.33%) Impala
4 6 (33.33%) MOLAP
4 6 (33.33%) ROLAP
4 6 (33.33%) SQL Server
4 6 (33.33%) Sqoop
5 4 (22.22%) SAP HANA
6 2 (11.11%) OLAP Cube
7 1 (5.56%) BusinessObjects Web Intelligence
7 1 (5.56%) Oracle ODI
7 1 (5.56%) Oracle OLAP
7 1 (5.56%) Star Schema
Development Applications
1 1 (5.56%) Toad
General
1 7 (38.89%) Finance
Job Titles
1 8 (44.44%) Architect
1 8 (44.44%) Data Architect
2 4 (22.22%) Analytics Manager
2 4 (22.22%) Lead Architect
2 4 (22.22%) Lead Data Architect
3 3 (16.67%) Analyst
3 3 (16.67%) Business Developer
3 3 (16.67%) Business Intelligence Developer
3 3 (16.67%) Data Analytics Manager
3 3 (16.67%) Data Manager
3 3 (16.67%) Developer
4 1 (5.56%) Business Intelligence Analyst
4 1 (5.56%) Business Intelligence Architect
4 1 (5.56%) Finance Manager
4 1 (5.56%) SQL Analyst
Libraries, Frameworks & Software Standards
1 6 (33.33%) JSON
1 6 (33.33%) Kafka
1 6 (33.33%) REST
1 6 (33.33%) SOAP
1 6 (33.33%) XML
1 6 (33.33%) XSD
Miscellaneous
1 8 (44.44%) Analytical Skills
2 6 (33.33%) Replication
2 6 (33.33%) Taxonomies
Processes & Methodologies
1 18 (100.00%) Business Intelligence
2 12 (66.67%) Data Modelling
3 10 (55.56%) Analytics
3 10 (55.56%) Data Science
4 9 (50.00%) ETL
5 8 (44.44%) Agile Software Development
6 7 (38.89%) Kimball Methodology
7 6 (33.33%) Change Data Capture
7 6 (33.33%) CRUD
7 6 (33.33%) Data Analytics
7 6 (33.33%) Data Architecture
7 6 (33.33%) Data Integration
7 6 (33.33%) Enterprise Architecture
7 6 (33.33%) MapReduce
7 6 (33.33%) Market Research
7 6 (33.33%) SDLC
7 6 (33.33%) Statistical Analysis
7 6 (33.33%) Target Operating Model
7 6 (33.33%) TOGAF
7 6 (33.33%) UML
Programming Languages
1 7 (38.89%) R
2 6 (33.33%) Scala
2 6 (33.33%) SQL
3 1 (5.56%) PL/SQL
3 1 (5.56%) Python
Quality Assurance & Compliance
1 2 (11.11%) QA
System Software
1 6 (33.33%) Apache Flume
1 6 (33.33%) HDFS
Systems Management
1 6 (33.33%) Oozie
Vendors
1 8 (44.44%) Microsoft
2 4 (22.22%) Cognos
2 4 (22.22%) SAP
3 1 (5.56%) Alteryx
3 1 (5.56%) Oracle
3 1 (5.56%) Tableau