Period
to 21 January 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 21 January 2018 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
England > Yorkshire
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 258 279 285
Rank change year-on-year +21 +6 +42
Permanent jobs citing OLAP 36 41 88
As % of all permanent IT jobs advertised in Yorkshire 0.38% 0.38% 0.70%
As % of the Database & Business Intelligence category 1.37% 1.26% 2.06%
Number of salaries quoted 34 35 70
Yorkshire median annual salary £30,000 £45,000 £45,000
Median salary % change year-on-year -33.33% - +12.50%
10th Percentile £26,250 £36,250 £34,000
90th Percentile £57,500 £52,000 £68,075
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 2,632 3,257 4,275
As % of all permanent IT jobs advertised in Yorkshire 27.50% 30.20% 33.88%
Number of salaries quoted 2,283 2,840 3,489
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £27,500 £26,450
90th Percentile £58,750 £57,500 £58,750
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 21 January 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 21 January 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 +35 24 £30,000 -40.00%
West Yorkshire -18 11 £42,500 -5.56%
North Yorkshire +9 1 £45,000 +20.00%
OLAP
England

For the 6 months to 21 January 2018, IT jobs citing OLAP also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for OLAP.

1 30 (83.33%) Business Intelligence
2 20 (55.56%) SQL
3 19 (52.78%) Management Information System
4 18 (50.00%) Analytical Skills
5 17 (47.22%) SQL Server Integration Services
6 16 (44.44%) Data Analysis
6 16 (44.44%) Data Warehouse
6 16 (44.44%) ERP
7 14 (38.89%) IFS
8 13 (36.11%) SQL Server Reporting Services
8 13 (36.11%) Data Modelling
8 13 (36.11%) Crystal Reports
9 12 (33.33%) Microsoft
10 11 (30.56%) SQL Server
10 11 (30.56%) Finance
11 10 (27.78%) Agile Software Development
11 10 (27.78%) Degree
12 9 (25.00%) SQL Server Analysis Services
12 9 (25.00%) ETL
13 8 (22.22%) Data Security
13 8 (22.22%) Metadata Management
13 8 (22.22%) Data Integration
14 7 (19.44%) OLTP
15 6 (16.67%) CRM
15 6 (16.67%) .NET
15 6 (16.67%) MySQL
15 6 (16.67%) C#
15 6 (16.67%) Data Management
15 6 (16.67%) Computer Science
15 6 (16.67%) Data Governance

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:

Communications & Networking
1 1 (2.78%) DNS
1 1 (2.78%) Extranet
1 1 (2.78%) Firewall
1 1 (2.78%) Intranet
Database & Business Intelligence
1 17 (47.22%) SQL Server Integration Services
2 16 (44.44%) Data Warehouse
3 13 (36.11%) Crystal Reports
3 13 (36.11%) SQL Server Reporting Services
4 11 (30.56%) SQL Server
5 9 (25.00%) SQL Server Analysis Services
6 7 (19.44%) OLTP
7 6 (16.67%) MySQL
8 5 (13.89%) OLAP Cube
9 4 (11.11%) Event Store
10 2 (5.56%) Enterprise Data Warehouse
10 2 (5.56%) MS Access
10 2 (5.56%) Oracle OLAP
10 2 (5.56%) Relational Database
10 2 (5.56%) Snowflake Schema
Development Applications
1 4 (11.11%) ERwin
General
1 11 (30.56%) Finance
2 4 (11.11%) Banking
3 1 (2.78%) Financial Institution
3 1 (2.78%) Manufacturing
Job Titles
1 14 (38.89%) Analyst
2 10 (27.78%) Developer
3 7 (19.44%) Architect
4 6 (16.67%) Business Intelligence Analyst
4 6 (16.67%) Business Intelligence Support Analyst
4 6 (16.67%) Business Support Analyst
4 6 (16.67%) Data Analyst
4 6 (16.67%) ERP Analyst
4 6 (16.67%) ERP Support
4 6 (16.67%) Support Analyst
5 5 (13.89%) Business Intelligence Developer
6 4 (11.11%) Data Architect
6 4 (11.11%) Data Warehouse Developer
6 4 (11.11%) Senior Business Intelligence Developer
6 4 (11.11%) Senior Developer
7 2 (5.56%) Administrator
7 2 (5.56%) Data Manager
7 2 (5.56%) Integration Manager
7 2 (5.56%) Report Analyst
7 2 (5.56%) Systems Administrator
Libraries, Frameworks & Software Standards
1 6 (16.67%) .NET
2 4 (11.11%) AngularJS
2 4 (11.11%) RabbitMQ
Miscellaneous
1 19 (52.78%) Management Information System
2 18 (50.00%) Analytical Skills
3 6 (16.67%) Computer Science
4 4 (11.11%) NHS
4 4 (11.11%) Taxonomies
5 3 (8.33%) Hybrid Cloud
Operating Systems
1 1 (2.78%) Windows
Processes & Methodologies
1 30 (83.33%) Business Intelligence
2 16 (44.44%) Data Analysis
2 16 (44.44%) ERP
3 13 (36.11%) Data Modelling
4 10 (27.78%) Agile Software Development
5 9 (25.00%) ETL
6 8 (22.22%) Data Integration
6 8 (22.22%) Data Security
6 8 (22.22%) Metadata Management
7 6 (16.67%) CRM
7 6 (16.67%) Data Governance
7 6 (16.67%) Data Management
7 6 (16.67%) Master Data Management
8 5 (13.89%) Change Management
8 5 (13.89%) Dimensional Modelling
9 4 (11.11%) Data Architecture
9 4 (11.11%) ETL Development
9 4 (11.11%) Logical Data Model
9 4 (11.11%) Physical Data Model
9 4 (11.11%) Test Automation
Programming Languages
1 20 (55.56%) SQL
2 6 (16.67%) C#
3 2 (5.56%) PL/SQL
3 2 (5.56%) VB.NET
Qualifications
1 10 (27.78%) Degree
2 6 (16.67%) Computer Science Degree
System Software
1 5 (13.89%) Active Directory
Vendors
1 14 (38.89%) IFS
2 12 (33.33%) Microsoft
3 2 (5.56%) Oracle
4 1 (2.78%) Red Hat