Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
England > Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 281 288 286
Rank change year-on-year +7 -2 +38
Permanent jobs citing OLAP 24 50 82
As % of all permanent IT jobs advertised in Yorkshire 0.25% 0.45% 0.62%
As % of the Database & Business Intelligence category 0.84% 1.51% 1.84%
Number of salaries quoted 21 45 69
Yorkshire median annual salary £44,471 £45,000 £45,000
Median salary % change year-on-year -1.18% - +9.09%
10th Percentile £26,250 £36,250 £32,000
90th Percentile £70,000 £82,500 £63,000
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 2872 3303 4449
As % of all permanent IT jobs advertised in Yorkshire 29.53% 29.57% 33.57%
Number of salaries quoted 2487 2875 3700
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,000 £27,000 £26,250
90th Percentile £60,000 £57,500 £58,775
England median annual salary £50,000 £47,500 £45,000
% 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 18 November 2017.

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 18 November 2017. 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
West Yorkshire -15 12 £65,000 +44.44% 2
South Yorkshire +31 11 £30,000 -40.00% 1
North Yorkshire +9 1 £32,500 -13.33% 1
OLAP
England

For the 6 months to 18 November 2017, 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 13 (54.17%) Business Intelligence
2 11 (45.83%) Finance
3 10 (41.67%) Management Information System
3 10 (41.67%) SQL
3 10 (41.67%) Analytical Skills
4 9 (37.50%) SQL Server Integration Services
5 8 (33.33%) Data Modelling
6 7 (29.17%) SQL Server
6 7 (29.17%) ERP
6 7 (29.17%) Microsoft
6 7 (29.17%) Data Analysis
6 7 (29.17%) IFS
7 6 (25.00%) Business Continuity
7 6 (25.00%) OLTP
7 6 (25.00%) Intranet
7 6 (25.00%) Extranet
7 6 (25.00%) Crystal Reports
7 6 (25.00%) C#
7 6 (25.00%) SOA
7 6 (25.00%) .NET
7 6 (25.00%) CRM
7 6 (25.00%) Data Warehouse
8 5 (20.83%) Active Directory
8 5 (20.83%) B2B
8 5 (20.83%) B2C
8 5 (20.83%) Agile Software Development
8 5 (20.83%) Coaching
8 5 (20.83%) Degree
8 5 (20.83%) SQL Server Analysis Services
8 5 (20.83%) Performance Management

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:

Business Applications
1 2 (8.33%) Dynamics CRM
Cloud Services
1 2 (8.33%) Microsoft Azure
Communications & Networking
1 6 (25.00%) Extranet
1 6 (25.00%) Intranet
2 1 (4.17%) DNS
2 1 (4.17%) Firewall
Database & Business Intelligence
1 9 (37.50%) SQL Server Integration Services
2 7 (29.17%) SQL Server
3 6 (25.00%) Crystal Reports
3 6 (25.00%) Data Warehouse
3 6 (25.00%) OLTP
4 5 (20.83%) SQL Server Analysis Services
5 4 (16.67%) Event Store
5 4 (16.67%) SQL Server Reporting Services
6 2 (8.33%) Oracle OLAP
6 2 (8.33%) Relational Database
7 1 (4.17%) OLAP Cube
General
1 11 (45.83%) Finance
2 4 (16.67%) Banking
3 1 (4.17%) Manufacturing
Job Titles
1 6 (25.00%) Architect
1 6 (25.00%) Developer
1 6 (25.00%) Solutions Architect
2 5 (20.83%) Analyst
2 5 (20.83%) Lead Architect
2 5 (20.83%) Lead Solutions Architect
2 5 (20.83%) Senior Developer
3 4 (16.67%) Business Intelligence Developer
3 4 (16.67%) Data Analyst
3 4 (16.67%) Data Integration Manager
3 4 (16.67%) Data Manager
3 4 (16.67%) Integration Manager
3 4 (16.67%) Senior Business Intelligence Developer
4 2 (8.33%) Administrator
4 2 (8.33%) Systems Administrator
5 1 (4.17%) Business Intelligence Analyst
5 1 (4.17%) Business Support Analyst
5 1 (4.17%) Junior .NET Developer
5 1 (4.17%) Junior C# Developer
5 1 (4.17%) Junior VB.NET Developer
Libraries, Frameworks & Software Standards
1 6 (25.00%) .NET
2 4 (16.67%) AngularJS
2 4 (16.67%) RabbitMQ
3 2 (8.33%) Web Services
Miscellaneous
1 10 (41.67%) Analytical Skills
1 10 (41.67%) Management Information System
2 4 (16.67%) NHS
3 3 (12.50%) Data Protection Act
4 1 (4.17%) Computer Science
Operating Systems
1 1 (4.17%) Windows
Processes & Methodologies
1 13 (54.17%) Business Intelligence
2 8 (33.33%) Data Modelling
3 7 (29.17%) Data Analysis
3 7 (29.17%) ERP
4 6 (25.00%) Business Continuity
4 6 (25.00%) CRM
4 6 (25.00%) SOA
5 5 (20.83%) Agile Software Development
5 5 (20.83%) B2B
5 5 (20.83%) B2C
5 5 (20.83%) Coaching
5 5 (20.83%) Performance Management
6 4 (16.67%) Customer Requirements
6 4 (16.67%) Data Governance
6 4 (16.67%) Data Integration
6 4 (16.67%) ETL Development
6 4 (16.67%) Metadata Management
6 4 (16.67%) Proactive Monitoring
6 4 (16.67%) Project Management
6 4 (16.67%) Test Automation
Programming Languages
1 10 (41.67%) SQL
2 6 (25.00%) C#
3 2 (8.33%) PL/SQL
3 2 (8.33%) VB.NET
4 1 (4.17%) T-SQL
Qualifications
1 5 (20.83%) Degree
2 1 (4.17%) Computer Science Degree
Quality Assurance & Compliance
1 3 (12.50%) GDPR
System Software
1 5 (20.83%) Active Directory
Vendors
1 7 (29.17%) IFS
1 7 (29.17%) Microsoft
2 2 (8.33%) Oracle
3 1 (4.17%) Red Hat