Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
East of England > Bedfordshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 86 105 138
Rank change year-on-year +19 +33 +6
Permanent jobs citing OLAP 10 14 3
As % of all permanent IT jobs advertised in Bedfordshire 0.92% 0.87% 0.15%
As % of the Database & Business Intelligence category 3.62% 3.37% 0.60%
Number of salaries quoted 4 14 2
Bedfordshire median annual salary £50,000 £45,000 £72,500
Median salary % change year-on-year +11.11% -37.93% +141.67%
10th Percentile £41,250 £42,000 £68,000
90th Percentile £69,250 £59,800 £77,000
East of England median annual salary £40,000 £47,500 £45,000
% change year-on-year -15.79% +5.56% +11.11%

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 Bedfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bedfordshire
Permanent vacancies with a requirement for database or business intelligence skills 276 415 499
As % of all permanent IT jobs advertised in Bedfordshire 25.41% 25.66% 25.47%
Number of salaries quoted 217 365 449
Bedfordshire median annual salary £45,000 £49,000 £46,000
Median salary % change year-on-year -8.16% +6.52% +2.22%
10th Percentile £31,250 £32,500 £32,500
90th Percentile £72,500 £62,500 £59,200
East of England median annual salary £45,000 £45,000 £45,000

OLAP
Job Vacancy Trend in Bedfordshire

Job postings citing OLAP as a percentage of all IT jobs advertised in Bedfordshire.

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
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing OLAP in Bedfordshire over the 6 months to 23 November 2017.

Salary histogram 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 6 months to 23 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
Luton +24 9 £50,000 +11.11%
OLAP
East of England

For the 6 months to 23 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 Bedfordshire region with a requirement for OLAP.

1 9 (90.00%) SQL
2 8 (80.00%) SQL Server
2 8 (80.00%) MongoDB
3 7 (70.00%) Retail
4 6 (60.00%) Oracle Certification
4 6 (60.00%) Foreign Exchange (FX)
4 6 (60.00%) Configuration Management
4 6 (60.00%) Service Delivery
4 6 (60.00%) Change Management
4 6 (60.00%) Disaster Recovery
4 6 (60.00%) ITIL
4 6 (60.00%) PL/SQL
4 6 (60.00%) MySQL
4 6 (60.00%) Oracle
4 6 (60.00%) E-Commerce
4 6 (60.00%) OLTP
4 6 (60.00%) Incident Management
4 6 (60.00%) Degree
4 6 (60.00%) Computer Science
4 6 (60.00%) Oracle RAC
4 6 (60.00%) Oracle OLAP
4 6 (60.00%) Release Management
4 6 (60.00%) Oracle Exadata
4 6 (60.00%) Continuous Improvement
4 6 (60.00%) Oracle Database
4 6 (60.00%) Performance Tuning
5 3 (30.00%) Analytical Skills
5 3 (30.00%) SQL Server Analysis Services
5 3 (30.00%) ETL
5 3 (30.00%) Business Intelligence

OLAP
Co-occurring 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 2 (20.00%) Microsoft Excel
Database & Business Intelligence
1 8 (80.00%) MongoDB
1 8 (80.00%) SQL Server
2 6 (60.00%) MySQL
2 6 (60.00%) OLTP
2 6 (60.00%) Oracle Database
2 6 (60.00%) Oracle Exadata
2 6 (60.00%) Oracle OLAP
3 3 (30.00%) Data Warehouse
3 3 (30.00%) SQL Server Analysis Services
4 2 (20.00%) NoSQL
4 2 (20.00%) OLAP Cube
4 2 (20.00%) SQL Server Integration Services
4 2 (20.00%) SQL Server Reporting Services
5 1 (10.00%) Apache Hive
5 1 (10.00%) Big Data
5 1 (10.00%) Data Mining
5 1 (10.00%) Hadoop
5 1 (10.00%) Impala
5 1 (10.00%) RDBMS
5 1 (10.00%) Relational Database
General
1 7 (70.00%) Retail
2 3 (30.00%) Finance
Job Titles
1 7 (70.00%) Analyst
2 6 (60.00%) Database Analyst
2 6 (60.00%) Oracle Analyst
2 6 (60.00%) SQL Analyst
3 2 (20.00%) Business Developer
3 2 (20.00%) Business Intelligence Developer
3 2 (20.00%) Developer
3 2 (20.00%) SQL BI Developer
3 2 (20.00%) SQL Developer
3 2 (20.00%) SSAS Developer
3 2 (20.00%) SSRS Developer
3 2 (20.00%) T-SQL Developer
4 1 (10.00%) Business Intelligence Analyst
4 1 (10.00%) Data Analyst
4 1 (10.00%) Finance Systems Manager
4 1 (10.00%) Information Analyst
4 1 (10.00%) IT Finance Manager
4 1 (10.00%) IT Manager
4 1 (10.00%) IT Programme Manager
4 1 (10.00%) Programme Manager
Miscellaneous
1 6 (60.00%) Computer Science
1 6 (60.00%) Foreign Exchange (FX)
2 3 (30.00%) Analytical Skills
Processes & Methodologies
1 6 (60.00%) Change Management
1 6 (60.00%) Configuration Management
1 6 (60.00%) Continuous Improvement
1 6 (60.00%) Disaster Recovery
1 6 (60.00%) E-Commerce
1 6 (60.00%) Incident Management
1 6 (60.00%) ITIL
1 6 (60.00%) Performance Tuning
1 6 (60.00%) Release Management
1 6 (60.00%) Service Delivery
2 3 (30.00%) Business Intelligence
2 3 (30.00%) ETL
3 2 (20.00%) Dimensional Modelling
3 2 (20.00%) Kimball Methodology
4 1 (10.00%) Data Analysis
4 1 (10.00%) ERP
4 1 (10.00%) Stakeholder Management
Programming Languages
1 9 (90.00%) SQL
2 6 (60.00%) PL/SQL
3 3 (30.00%) T-SQL
4 2 (20.00%) C#
4 2 (20.00%) Go
4 2 (20.00%) Python
Qualifications
1 6 (60.00%) Degree
1 6 (60.00%) Oracle Certification
System Software
1 6 (60.00%) Oracle RAC
Systems Management
1 1 (10.00%) Oozie
Vendors
1 6 (60.00%) Oracle