The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire 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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Online Analytical Processing (OLAP)
East of England / Bedfordshire
Rank 64 - 76
Rank change year-on-year - 0  
Permanent jobs citing OLAP 1 0 16
As % of all permanent IT jobs advertised in Bedfordshire 0.16% - 1.44%
As % of the Database & Business Intelligence category 0.58% - 5.61%
Number of salaries quoted 0 0 8
Median salary - - £65,000
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 Bedfordshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Bedfordshire
Permanent job vacancies with a requirement for database and business intelligence skills 171 220 285
As % of all permanent IT job vacancies advertised in Bedfordshire 26.51% 27.43% 25.72%
Number of salaries quoted 146 185 239
Median salary £40,000 £47,500 £46,500
Median salary % change year-on-year -15.78% +2.15%  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £55,000 £70,000 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

OLAP
Job Vacancy Trend in Bedfordshire

The job posting trend of jobs advertised in Bedfordshire 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 Bedfordshire

OLAP
Salary Trend in Bedfordshire

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

Salary trend for OLAP in Bedfordshire

OLAP
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OLAP within the Bedfordshire region over the 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton - 1 - -
OLAP
East of England

OLAP
Top 30 Related IT Skills in Bedfordshire

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

1 10 (100.00%) SQL
1 10 (100.00%) SQL Server
1 10 (100.00%) Data Warehouse
2 8 (80.00%) Enterprise Data Warehouse
3 7 (70.00%) Data Integration
3 7 (70.00%) Microsoft Azure
3 7 (70.00%) Amazon AWS
4 6 (60.00%) OLTP
4 6 (60.00%) Microsoft
5 5 (50.00%) Replication
6 4 (40.00%) SLA
6 4 (40.00%) ETL
6 4 (40.00%) Web Services
6 4 (40.00%) ITIL
6 4 (40.00%) SQL Server 2012
6 4 (40.00%) SDLC
7 3 (30.00%) SQL Server 2014
7 3 (30.00%) Root Cause Analysis
7 3 (30.00%) SQL Server Analysis Services
7 3 (30.00%) Migration
7 3 (30.00%) Clustering
7 3 (30.00%) SQL Server Integration Services
8 2 (20.00%) Statistics
8 2 (20.00%) Agile Software Development
8 2 (20.00%) SQL Server Reporting Services
8 2 (20.00%) Problem Management
8 2 (20.00%) Continuous Delivery
8 2 (20.00%) DevOps
8 2 (20.00%) Analytics
9 1 (10.00%) Sqoop

OLAP
Top Related IT Skills in Bedfordshire 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:

Applications
1 1 (10.00%) MS Excel
Business Applications
1 1 (10.00%) Dynamics AX
1 1 (10.00%) Dynamics NAV
1 1 (10.00%) Oracle Applications
Cloud Services
1 7 (70.00%) Amazon AWS
1 7 (70.00%) Microsoft Azure
Database & Business Intelligence
1 10 (100.00%) Data Warehouse
1 10 (100.00%) SQL Server
2 8 (80.00%) Enterprise Data Warehouse
3 6 (60.00%) OLTP
4 4 (40.00%) SQL Server 2012
5 3 (30.00%) SQL Server 2014
5 3 (30.00%) SQL Server Analysis Services
5 3 (30.00%) SQL Server Integration Services
6 2 (20.00%) SQL Server Reporting Services
7 1 (10.00%) Apache Hive
7 1 (10.00%) Big Data
7 1 (10.00%) Data Mining
7 1 (10.00%) Hadoop
7 1 (10.00%) Impala
7 1 (10.00%) Oracle OLAP
7 1 (10.00%) Qlik Sense
7 1 (10.00%) QlikView
7 1 (10.00%) Relational Database
7 1 (10.00%) SQL Server 2008
7 1 (10.00%) Sqoop
General
1 1 (10.00%) Advertising
1 1 (10.00%) Finance
Job Titles
1 8 (80.00%) DBA
2 7 (70.00%) SQL DBA
3 4 (40.00%) Administrator
4 1 (10.00%) Analyst
4 1 (10.00%) Business Information Analyst
4 1 (10.00%) Business Intelligence Manager
4 1 (10.00%) Business Systems Analyst
4 1 (10.00%) Developer
4 1 (10.00%) Information Analyst
4 1 (10.00%) Information Systems Analyst
4 1 (10.00%) SQL Analyst
4 1 (10.00%) SQL Developer
4 1 (10.00%) SQL Server DBA
4 1 (10.00%) Systems Analyst
Libraries, Frameworks & Software Standards
1 4 (40.00%) Web Services
2 1 (10.00%) MDX
Miscellaneous
1 5 (50.00%) Replication
2 3 (30.00%) Clustering
Processes & Methodologies
1 7 (70.00%) Data Integration
2 4 (40.00%) ETL
2 4 (40.00%) ITIL
2 4 (40.00%) SDLC
3 3 (30.00%) Migration
3 3 (30.00%) Root Cause Analysis
4 2 (20.00%) Agile Software Development
4 2 (20.00%) Analytics
4 2 (20.00%) Continuous Delivery
4 2 (20.00%) DevOps
4 2 (20.00%) Problem Management
4 2 (20.00%) Statistics
5 1 (10.00%) Business Intelligence
5 1 (10.00%) Data Analysis
5 1 (10.00%) Data Mapping
5 1 (10.00%) Disaster Recovery
5 1 (10.00%) Inmon Methodology
5 1 (10.00%) Kimball Methodology
5 1 (10.00%) People Management
5 1 (10.00%) Reverse Engineering
Programming Languages
1 10 (100.00%) SQL
2 1 (10.00%) T-SQL
Qualifications
1 1 (10.00%) Degree
Quality Assurance & Compliance
1 4 (40.00%) SLA
Systems Management
1 1 (10.00%) Oozie
Vendors
1 6 (60.00%) Microsoft
2 1 (10.00%) JD Edwards
2 1 (10.00%) Oracle
2 1 (10.00%) SAP