Period
to 24 April 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 24 April 2018 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
England > Yorkshire
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 288 316 271
Rank change year-on-year +28 -45 +69
Permanent jobs citing OLAP 36 18 91
As % of all permanent IT jobs advertised in Yorkshire 0.35% 0.17% 0.74%
As % of the Database & Business Intelligence category 1.26% 0.54% 2.15%
Number of salaries quoted 29 14 62
Yorkshire median annual salary £30,000 £42,500 £42,500
Median salary % change year-on-year -29.41% - +6.25%
10th Percentile £26,250 £29,250 £34,000
90th Percentile £57,500 £51,875 £72,800
England median annual salary £47,500 £50,000 £52,500
% change year-on-year -5.00% -4.76% -

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 2,867 3,363 4,233
As % of all permanent IT jobs advertised in Yorkshire 27.75% 31.98% 34.21%
Number of salaries quoted 2,509 2,929 3,465
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £27,500 £26,750 £26,875
90th Percentile £60,000 £58,750 £57,500
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 24 April 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 24 April 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 - 25 £30,000 - 4
West Yorkshire -15 10 £42,500 -
North Yorkshire +7 1 £45,000 +12.50%
OLAP
England

For the 6 months to 24 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 Yorkshire region with a requirement for OLAP.

1 31 (86.11%) Business Intelligence
2 18 (50.00%) Data Warehouse
2 18 (50.00%) SQL
3 16 (44.44%) Data Analysis
4 15 (41.67%) Management Information System
5 14 (38.89%) ERP
5 14 (38.89%) SQL Server Reporting Services
5 14 (38.89%) SQL Server Integration Services
5 14 (38.89%) IFS
6 13 (36.11%) Analytical Skills
6 13 (36.11%) Data Modelling
6 13 (36.11%) Crystal Reports
6 13 (36.11%) Microsoft
7 12 (33.33%) Data Integration
8 11 (30.56%) Agile Software Development
8 11 (30.56%) ETL
9 10 (27.78%) Taxonomies
9 10 (27.78%) Data Architecture
10 9 (25.00%) Problem-Solving
11 8 (22.22%) SQL Server Analysis Services
11 8 (22.22%) TOGAF
11 8 (22.22%) Data Security
12 7 (19.44%) Finance
12 7 (19.44%) Analytics
12 7 (19.44%) Data Science
13 6 (16.67%) Computer Science Degree
13 6 (16.67%) Data Ingestion
13 6 (16.67%) Data Lake
13 6 (16.67%) SDLC
13 6 (16.67%) Target Operating Model

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:

Database & Business Intelligence
1 18 (50.00%) Data Warehouse
2 14 (38.89%) SQL Server Integration Services
2 14 (38.89%) SQL Server Reporting Services
3 13 (36.11%) Crystal Reports
4 8 (22.22%) SQL Server Analysis Services
5 6 (16.67%) Apache Hive
5 6 (16.67%) Big Data
5 6 (16.67%) Data Lake
5 6 (16.67%) Hadoop
5 6 (16.67%) HBase
5 6 (16.67%) Impala
5 6 (16.67%) MOLAP
5 6 (16.67%) MySQL
5 6 (16.67%) OLTP
5 6 (16.67%) ROLAP
5 6 (16.67%) SQL Server
5 6 (16.67%) Sqoop
6 5 (13.89%) OLAP Cube
7 2 (5.56%) Enterprise Data Warehouse
7 2 (5.56%) Snowflake Schema
Development Applications
1 4 (11.11%) ERwin
General
1 7 (19.44%) Finance
2 2 (5.56%) Banking
3 1 (2.78%) Financial Institution
3 1 (2.78%) Manufacturing
Job Titles
1 14 (38.89%) Analyst
1 14 (38.89%) Architect
2 12 (33.33%) Data Architect
3 6 (16.67%) Business Intelligence Analyst
3 6 (16.67%) Business Intelligence Support Analyst
3 6 (16.67%) Business Support Analyst
3 6 (16.67%) Data Analyst
3 6 (16.67%) ERP Analyst
3 6 (16.67%) ERP Support
3 6 (16.67%) Support Analyst
4 5 (13.89%) Developer
5 4 (11.11%) Data Warehouse Developer
5 4 (11.11%) Lead Architect
5 4 (11.11%) Lead Data Architect
6 3 (8.33%) Business Intelligence Architect
7 2 (5.56%) Administrator
7 2 (5.56%) Report Analyst
7 2 (5.56%) Systems Administrator
8 1 (2.78%) Business Intelligence Developer
8 1 (2.78%) Data Manager
Libraries, Frameworks & Software Standards
1 6 (16.67%) JSON
1 6 (16.67%) Kafka
1 6 (16.67%) REST
1 6 (16.67%) SOAP
1 6 (16.67%) XML
1 6 (16.67%) XSD
Miscellaneous
1 15 (41.67%) Management Information System
2 13 (36.11%) Analytical Skills
3 10 (27.78%) Taxonomies
4 6 (16.67%) Computer Science
4 6 (16.67%) Replication
5 3 (8.33%) Hybrid Cloud
Processes & Methodologies
1 31 (86.11%) Business Intelligence
2 16 (44.44%) Data Analysis
3 14 (38.89%) ERP
4 13 (36.11%) Data Modelling
5 12 (33.33%) Data Integration
6 11 (30.56%) Agile Software Development
6 11 (30.56%) ETL
7 10 (27.78%) Data Architecture
8 9 (25.00%) Problem-Solving
9 8 (22.22%) Data Security
9 8 (22.22%) TOGAF
10 7 (19.44%) Analytics
10 7 (19.44%) Data Science
11 6 (16.67%) Change Data Capture
11 6 (16.67%) CRUD
11 6 (16.67%) Data Analytics
11 6 (16.67%) Kimball Methodology
11 6 (16.67%) Master Data Management
11 6 (16.67%) SDLC
11 6 (16.67%) Target Operating Model
Programming Languages
1 18 (50.00%) SQL
2 6 (16.67%) R
2 6 (16.67%) Scala
Qualifications
1 6 (16.67%) Computer Science Degree
1 6 (16.67%) Degree
System Software
1 6 (16.67%) Apache Flume
1 6 (16.67%) HDFS
2 4 (11.11%) Active Directory
Systems Management
1 6 (16.67%) Oozie
Vendors
1 14 (38.89%) IFS
2 13 (36.11%) Microsoft
3 1 (2.78%) Cognos
3 1 (2.78%) SAP