The following table provides summary statistics for permanent job vacancies advertised in Bradford with a requirement for OLAP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OLAP over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
West Yorkshire / Bradford
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 51 59 52
Rank change year-on-year +8 -7  
Permanent jobs citing OLAP 2 4 5
As % of all permanent IT jobs advertised in Bradford 0.51% 0.87% 1.26%
As % of the Database & Business Intelligence category 1.61% 3.45% 4.20%
Number of salaries quoted 1 4 0
Median salary £45,000 £66,250 -
Median salary % change year-on-year -32.07% -  
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

OLAP is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bradford with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Bradford
Permanent job vacancies with a requirement for database and business intelligence skills 124 116 119
As % of all permanent IT job vacancies advertised in Bradford 31.47% 25.11% 29.90%
Number of salaries quoted 113 105 89
Median salary £45,000 £45,000 £37,500
Median salary % change year-on-year - +20.00%  
90% offered a salary of more than £33,400 £32,500 £34,000
10% offered a salary of more than £50,000 £45,000 £55,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

OLAP
Job Vacancy Trend in Bradford

The job posting trend of jobs advertised in Bradford citing OLAP as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for OLAP in Bradford

OLAP
Salary Trend in Bradford

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

Salary trend for OLAP in Bradford

For the 6 months to 29 March 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 Bradford region with a requirement for OLAP.

1 6 (100.00%) SOA
2 4 (66.67%) ETL
2 4 (66.67%) Business Intelligence
2 4 (66.67%) Snowflake Schema
2 4 (66.67%) Star Schema
2 4 (66.67%) Oracle
2 4 (66.67%) Data Warehouse
2 4 (66.67%) Middleware
2 4 (66.67%) Oracle OLAP
2 4 (66.67%) Oracle SOA Suite
2 4 (66.67%) OLAP Cube
2 4 (66.67%) Data Modelling
3 3 (50.00%) Oracle BI EE
3 3 (50.00%) QlikView
4 2 (33.33%) WCF
4 2 (33.33%) WF
4 2 (33.33%) Google
4 2 (33.33%) SQL Server 2005
4 2 (33.33%) Data Protection Act
4 2 (33.33%) Finance
4 2 (33.33%) Business Continuity
4 2 (33.33%) Agile Software Development
4 2 (33.33%) EDI
4 2 (33.33%) .NET
4 2 (33.33%) SQL Server
4 2 (33.33%) SOAP
4 2 (33.33%) XML
4 2 (33.33%) Microsoft
4 2 (33.33%) Intranet
4 2 (33.33%) Extranet

OLAP
Co-occurring IT Skills in Bradford 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 4 (66.67%) Oracle SOA Suite
Cloud Services
1 2 (33.33%) Google Cloud Platform
Communications & Networking
1 2 (33.33%) Extranet
1 2 (33.33%) Intranet
Database & Business Intelligence
1 4 (66.67%) Data Warehouse
1 4 (66.67%) OLAP Cube
1 4 (66.67%) Oracle OLAP
1 4 (66.67%) Snowflake Schema
1 4 (66.67%) Star Schema
2 3 (50.00%) Oracle BI EE
2 3 (50.00%) QlikView
3 2 (33.33%) OLTP
3 2 (33.33%) Oracle BI Publisher
3 2 (33.33%) Oracle ODI
3 2 (33.33%) Qlik Sense
3 2 (33.33%) Relational Database
3 2 (33.33%) SQL Server
3 2 (33.33%) SQL Server 2005
Development Applications
1 2 (33.33%) ERwin
General
1 2 (33.33%) Finance
Job Titles
1 2 (33.33%) Architect
1 2 (33.33%) Business Developer
1 2 (33.33%) Business Intelligence Developer
1 2 (33.33%) Developer
1 2 (33.33%) Lead Architect
1 2 (33.33%) Lead Solutions Architect
1 2 (33.33%) Solutions Architect
2 1 (16.67%) Analyst
2 1 (16.67%) Business Intelligence Analyst
2 1 (16.67%) Business Intelligence Specialist
Libraries, Frameworks & Software Standards
1 4 (66.67%) Middleware
2 2 (33.33%) .NET
2 2 (33.33%) EDI
2 2 (33.33%) Oracle GoldenGate
2 2 (33.33%) REST
2 2 (33.33%) SOAP
2 2 (33.33%) WCF
2 2 (33.33%) WF
2 2 (33.33%) Windows Identity Foundation
2 2 (33.33%) XML
Miscellaneous
1 2 (33.33%) Data Protection Act
Processes & Methodologies
1 6 (100.00%) SOA
2 4 (66.67%) Business Intelligence
2 4 (66.67%) Data Modelling
2 4 (66.67%) ETL
3 2 (33.33%) Agile Software Development
3 2 (33.33%) B2B
3 2 (33.33%) B2C
3 2 (33.33%) Business Continuity
3 2 (33.33%) Coaching
3 2 (33.33%) Data Protection
3 2 (33.33%) Information Architecture
3 2 (33.33%) IT Strategy
3 2 (33.33%) Performance Management
Programming Languages
1 1 (16.67%) SQL
Quality Assurance & Compliance
1 2 (33.33%) PCI DSS
Vendors
1 4 (66.67%) Oracle
2 2 (33.33%) Google
2 2 (33.33%) Microsoft
2 2 (33.33%) Tableau