Period
to 24 November 2017

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

Online Analytical Processing (OLAP)
England > East of England
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 309 318 344
Rank change year-on-year +9 +26 -24
Permanent jobs citing OLAP 41 43 47
As % of all permanent IT jobs advertised in the East of England 0.34% 0.33% 0.31%
As % of the Database & Business Intelligence category 1.22% 1.20% 1.07%
Number of salaries quoted 28 35 38
East of England median annual salary £40,000 £45,000 £45,000
Median salary % change year-on-year -11.11% - +11.11%
10th Percentile £32,500 £30,500 £31,500
90th Percentile £69,750 £61,600 £62,750
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 the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 3353 3589 4394
As % of all permanent IT jobs advertised in the East of England 27.79% 27.32% 28.62%
Number of salaries quoted 2782 3015 3782
East of England median annual salary £45,000 £45,000 £45,000
10th Percentile £30,000 £27,500 £26,250
90th Percentile £67,500 £67,500 £63,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

OLAP
Job Vacancy Trend in the East of England

Job postings citing OLAP as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for OLAP in the East of England

OLAP
Salary Trend in the East of England

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

Salary trend for OLAP in the East of England

OLAP
Salary Histogram in the East of England

The salary distribution of IT jobs citing OLAP in the East of England over the 6 months to 24 November 2017.

Salary histogram for OLAP in the East of England

OLAP
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OLAP within the East of England region over the 6 months to 24 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
Essex - 17 £40,000 -
Bedfordshire +24 10 £50,000 +11.11%
Hertfordshire -11 7 £42,500 -22.73% 1
Norfolk +17 4 £35,000 -17.65%
Cambridgeshire -31 2 £42,500 -10.53%
Suffolk +15 1 £37,500 -9.64% 1
OLAP
England

For the 6 months to 24 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 East of England region with a requirement for OLAP.

1 38 (92.68%) SQL
2 37 (90.24%) SQL Server
3 31 (75.61%) Business Intelligence
3 31 (75.61%) SQL Server Reporting Services
4 30 (73.17%) SQL Server Integration Services
4 30 (73.17%) SQL Server Analysis Services
5 29 (70.73%) ETL
5 29 (70.73%) OLTP
6 28 (68.29%) T-SQL
7 23 (56.10%) Microsoft
8 22 (53.66%) C#
9 20 (48.78%) .NET
10 16 (39.02%) Advertising
11 14 (34.15%) Finance
11 14 (34.15%) Degree
11 14 (34.15%) Performance Tuning
12 13 (31.71%) Data Warehouse
12 13 (31.71%) Power BI
13 11 (26.83%) Agile Software Development
13 11 (26.83%) ITIL
13 11 (26.83%) Analytical Skills
13 11 (26.83%) SQL Server Management Studio (SSMS)
14 10 (24.39%) Kimball Methodology
15 9 (21.95%) MDX
15 9 (21.95%) WPF
15 9 (21.95%) Microsoft Azure
16 8 (19.51%) SQL Server 2008
16 8 (19.51%) MongoDB
16 8 (19.51%) Microsoft Excel
17 7 (17.07%) Oracle

OLAP
Co-occurring IT Skills in the East of England 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 8 (19.51%) Microsoft Excel
2 5 (12.20%) MS Visio
Business Applications
1 2 (4.88%) Dynamics CRM
Cloud Services
1 9 (21.95%) Microsoft Azure
Database & Business Intelligence
1 37 (90.24%) SQL Server
2 31 (75.61%) SQL Server Reporting Services
3 30 (73.17%) SQL Server Analysis Services
3 30 (73.17%) SQL Server Integration Services
4 29 (70.73%) OLTP
5 13 (31.71%) Data Warehouse
5 13 (31.71%) Power BI
6 8 (19.51%) MongoDB
6 8 (19.51%) SQL Server 2008
7 7 (17.07%) Oracle Database
7 7 (17.07%) Oracle OLAP
8 6 (14.63%) MySQL
8 6 (14.63%) Oracle Exadata
8 6 (14.63%) QlikView
9 5 (12.20%) Enterprise Data Warehouse
9 5 (12.20%) OLAP Cube
9 5 (12.20%) Relational Database
10 4 (9.76%) RDBMS
10 4 (9.76%) SQL Server 2012
11 3 (7.32%) Big Data
Development Applications
1 11 (26.83%) SQL Server Management Studio (SSMS)
2 1 (2.44%) Visual Studio
General
1 16 (39.02%) Advertising
2 14 (34.15%) Finance
3 7 (17.07%) Retail
4 3 (7.32%) Banking
5 1 (2.44%) Legal
Job Titles
1 25 (60.98%) Developer
2 12 (29.27%) Analyst
3 10 (24.39%) SQL Developer
4 9 (21.95%) Business Intelligence Developer
5 8 (19.51%) ETL Developer
6 7 (17.07%) SQL Analyst
7 6 (14.63%) Database Analyst
7 6 (14.63%) Oracle Analyst
8 5 (12.20%) DBA
8 5 (12.20%) SQL DBA
8 5 (12.20%) SSAS Developer
9 4 (9.76%) Business Intelligence Analyst
9 4 (9.76%) SSRS Developer
10 2 (4.88%) Access Developer
10 2 (4.88%) Business Developer
10 2 (4.88%) Microsoft Developer
10 2 (4.88%) SQL Data Analyst
10 2 (4.88%) SQL Server Developer
10 2 (4.88%) SSIS Developer
10 2 (4.88%) Systems Developer
Libraries, Frameworks & Software Standards
1 20 (48.78%) .NET
2 9 (21.95%) MDX
2 9 (21.95%) WPF
3 3 (7.32%) ASP.NET
4 2 (4.88%) .NET Framework
4 2 (4.88%) ASP.NET Web API
4 2 (4.88%) WCF
4 2 (4.88%) XML
Miscellaneous
1 11 (26.83%) Analytical Skills
2 6 (14.63%) Computer Science
2 6 (14.63%) Foreign Exchange (FX)
3 2 (4.88%) Clustering
3 2 (4.88%) Credit Risk
Operating Systems
1 2 (4.88%) Windows
1 2 (4.88%) Windows Server
Processes & Methodologies
1 31 (75.61%) Business Intelligence
2 29 (70.73%) ETL
3 14 (34.15%) Performance Tuning
4 11 (26.83%) Agile Software Development
4 11 (26.83%) ITIL
5 10 (24.39%) Kimball Methodology
6 7 (17.07%) Continuous Improvement
6 7 (17.07%) Data Analysis
6 7 (17.07%) Data Modelling
7 6 (14.63%) Change Management
7 6 (14.63%) Configuration Management
7 6 (14.63%) Disaster Recovery
7 6 (14.63%) E-Commerce
7 6 (14.63%) Incident Management
7 6 (14.63%) Release Management
7 6 (14.63%) Service Delivery
8 5 (12.20%) Data Integration
8 5 (12.20%) Data Transformation
8 5 (12.20%) Logical Data Model
8 5 (12.20%) Physical Data Model
Programming Languages
1 38 (92.68%) SQL
2 28 (68.29%) T-SQL
3 22 (53.66%) C#
4 6 (14.63%) PL/SQL
4 6 (14.63%) VB.NET
5 5 (12.20%) VBScript
6 2 (4.88%) Go
6 2 (4.88%) PowerShell
6 2 (4.88%) Python
6 2 (4.88%) VBA
Qualifications
1 14 (34.15%) Degree
2 6 (14.63%) Oracle Certification
3 5 (12.20%) Microsoft Certification
Quality Assurance & Compliance
1 5 (12.20%) Data Quality
System Software
1 6 (14.63%) Oracle RAC
Systems Management
1 1 (2.44%) Oozie
Vendors
1 23 (56.10%) Microsoft
2 7 (17.07%) Oracle
3 2 (4.88%) RedGate
4 1 (2.44%) Atlassian
4 1 (2.44%) MicroStrategy
4 1 (2.44%) Tableau