The table below looks at the statistics for OLAP skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited OLAP over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Online Analytical Processing (OLAP)
Rank 222 242 249
Rank change year-on-year
+20 +7
Permanent jobs citing OLAP 36 64 120
As % of all permanent IT jobs located in the City of London 0.57% 0.62% 0.91%
As % of the Database & Business Intelligence category 2.10% 2.09% 2.95%
Number of salaries quoted 33 60 107
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year
+4.16% +4.34%
90% offered a salary of more than £55,500 £47,250 £41,500
10% offered a salary of more than £82,000 £67,750 £70,000
UK excluding London median salary £46,000 £40,000 £42,624
% change year-on-year
+15.00% -6.15%
OLAP
London

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the City of London region.

Database & Business Intelligence Category
City of London
Permanent IT job ads with a match in the
Database & Business Intelligence category
1713 3058 4069
As % of all permanent IT jobs located in the City of London 27.22% 29.55% 30.97%
Number of salaries quoted 1540 2653 3537
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £80,000 £80,000 £77,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

OLAP
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing OLAP as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

OLAP Jobs Demand Trend in the City of London

OLAP
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing OLAP across the City of London region.

OLAP Salary Trend in the City of London

OLAP
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing OLAP across the City of London region over the 3 months to 25 June 2016.

OLAP Salary Histogram in the City of London

OLAP
Top 30 Related IT Skills in the City of London

For the 6 months to 25 June 2016, 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 City of London region with a requirement for OLAP.

1 63 (82.89%) Business Intelligence
2 51 (67.11%) SQL Server
3 50 (65.79%) SQL Server Integration Services
4 49 (64.47%) ETL
5 44 (57.89%) SQL
6 41 (53.95%) SQL Server Reporting Services
7 40 (52.63%) SQL Server Analysis Services
8 38 (50.00%) Microsoft
8 38 (50.00%) Data Warehouse
9 36 (47.37%) Finance
10 32 (42.11%) MS Excel
11 28 (36.84%) Data Modelling
12 27 (35.53%) OLTP
13 26 (34.21%) Analytics
14 24 (31.58%) MDX
15 23 (30.26%) T-SQL
16 21 (27.63%) Agile Software Development
17 15 (19.74%) Oracle
17 15 (19.74%) Oracle OLAP
17 15 (19.74%) Analytical Skills
18 14 (18.42%) Dimensional Modelling
19 13 (17.11%) Marketing
19 13 (17.11%) .NET
19 13 (17.11%) OLAP Cube
20 12 (15.79%) SDLC
20 12 (15.79%) C#
20 12 (15.79%) E-Commerce
20 12 (15.79%) Retail
20 12 (15.79%) Open Source
20 12 (15.79%) Marketing Analytics

OLAP
Top Related IT Skills in the City of London 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 3 (3.95%) SAS
2 2 (2.63%) Apache
3 1 (1.32%) Blackberry Enterprise Server
3 1 (1.32%) IIS
3 1 (1.32%) MS Exchange
3 1 (1.32%) SharePoint
3 1 (1.32%) WebSphere
Applications
1 32 (42.11%) MS Excel
2 3 (3.95%) MS Office
3 2 (2.63%) MS PowerPoint
3 2 (2.63%) MS Visio
3 2 (2.63%) Spreadsheet
4 1 (1.32%) Acrobat
4 1 (1.32%) MS Project
Business Applications
1 3 (3.95%) Cognos Business Intelligence
1 3 (3.95%) HFM
Cloud Services
1 11 (14.47%) Microsoft Azure
2 1 (1.32%) SaaS
Communications & Networking
1 2 (2.63%) Intranet
2 1 (1.32%) DHCP
2 1 (1.32%) DNS
2 1 (1.32%) LAN
2 1 (1.32%) Network Security
2 1 (1.32%) Remote Desktop
2 1 (1.32%) TCP/IP
2 1 (1.32%) WAN
Database & Business Intelligence
1 51 (67.11%) SQL Server
2 50 (65.79%) SQL Server Integration Services
3 41 (53.95%) SQL Server Reporting Services
4 40 (52.63%) SQL Server Analysis Services
5 38 (50.00%) Data Warehouse
6 27 (35.53%) OLTP
7 15 (19.74%) Oracle OLAP
8 13 (17.11%) OLAP Cube
9 11 (14.47%) Relational Database
10 10 (13.16%) Data Mining
11 8 (10.53%) Big Data
11 8 (10.53%) SQL Server 2008
12 7 (9.21%) QlikView
13 6 (7.89%) BusinessObjects
13 6 (7.89%) RDBMS
14 5 (6.58%) Data Mart
14 5 (6.58%) Microsoft Analysis Services
14 5 (6.58%) Oracle ODI
14 5 (6.58%) PostgreSQL
14 5 (6.58%) PowerPivot
Development Applications
1 7 (9.21%) Eclipse
2 4 (5.26%) Team Foundation Server
3 1 (1.32%) Git (software)
3 1 (1.32%) Jenkins
3 1 (1.32%) JIRA
3 1 (1.32%) Subversion
3 1 (1.32%) Talend Open Studio
3 1 (1.32%) Visual Studio
General
1 36 (47.37%) Finance
2 13 (17.11%) Marketing
3 12 (15.79%) Retail
4 6 (7.89%) Legal
5 5 (6.58%) Banking
6 2 (2.63%) Back Office
6 2 (2.63%) Financial Institution
7 1 (1.32%) Advertising
7 1 (1.32%) Billing
7 1 (1.32%) Games
7 1 (1.32%) Investment Banking
7 1 (1.32%) Law
7 1 (1.32%) Military
Job Titles
1 50 (65.79%) Developer
2 30 (39.47%) Business Intelligence Developer
3 17 (22.37%) Senior Developer
4 15 (19.74%) SSAS Developer
4 15 (19.74%) SSIS Developer
4 15 (19.74%) SSRS Developer
5 11 (14.47%) Analyst
5 11 (14.47%) Azure Developer
5 11 (14.47%) Database Developer
5 11 (14.47%) Marketing Database Developer
5 11 (14.47%) Senior Database Developer
6 9 (11.84%) SQL Developer
7 8 (10.53%) SQL BI Developer
7 8 (10.53%) SQL Server BI Developer
7 8 (10.53%) SQL Server Developer
8 6 (7.89%) Data Analyst
9 5 (6.58%) Business Intelligence Analyst
9 5 (6.58%) Lead Developer
10 4 (5.26%) Business Intelligence Lead
10 4 (5.26%) Solutions Analyst
Libraries, Frameworks & Software Standards
1 24 (31.58%) MDX
2 13 (17.11%) .NET
3 5 (6.58%) Django
4 3 (3.95%) HTML
4 3 (3.95%) ODBC
5 2 (2.63%) CSS
5 2 (2.63%) D3.js
5 2 (2.63%) jQuery
5 2 (2.63%) JSON
5 2 (2.63%) SVG
6 1 (1.32%) WebSphere MQ
6 1 (1.32%) XML
Miscellaneous
1 15 (19.74%) Analytical Skills
2 10 (13.16%) Visualisation
3 8 (10.53%) Data Integration
4 7 (9.21%) Data Extraction
5 5 (6.58%) Computer Science
5 5 (6.58%) Reinsurance
6 3 (3.95%) Blackberry
6 3 (3.95%) Foreign Exchange (FX)
6 3 (3.95%) Management Information System
6 3 (3.95%) Mathematics
7 2 (2.63%) Derivative
7 2 (2.63%) Statistics
8 1 (1.32%) Animation
8 1 (1.32%) Device Driver
8 1 (1.32%) Digital Media
8 1 (1.32%) Economics
8 1 (1.32%) Embedded Systems
8 1 (1.32%) iPad
8 1 (1.32%) Market Risk
8 1 (1.32%) User Experience
Operating Systems
1 3 (3.95%) Linux
2 2 (2.63%) Unix
3 1 (1.32%) Windows
3 1 (1.32%) Windows 7
3 1 (1.32%) Windows Vista
Processes & Methodologies
1 63 (82.89%) Business Intelligence
2 49 (64.47%) ETL
3 28 (36.84%) Data Modelling
4 26 (34.21%) Analytics
5 21 (27.63%) Agile Software Development
6 14 (18.42%) Dimensional Modelling
7 12 (15.79%) E-Commerce
7 12 (15.79%) Marketing Analytics
7 12 (15.79%) Open Source
7 12 (15.79%) Performance Tuning
7 12 (15.79%) SDLC
8 11 (14.47%) Statistical Analysis
9 9 (11.84%) Data Visualisation
9 9 (11.84%) Stakeholder Management
10 8 (10.53%) Data Analysis
10 8 (10.53%) Data Management
11 7 (9.21%) Kimball Methodology
11 7 (9.21%) Validation
12 6 (7.89%) CRM
12 6 (7.89%) Data Analytics
Programming Languages
1 44 (57.89%) SQL
2 23 (30.26%) T-SQL
3 12 (15.79%) C#
4 8 (10.53%) Data Analysis Expressions (DAX)
4 8 (10.53%) JavaScript
5 5 (6.58%) Python
6 3 (3.95%) PL/SQL
6 3 (3.95%) VBA
7 2 (2.63%) C++
7 2 (2.63%) Java
7 2 (2.63%) PowerShell
8 1 (1.32%) C
8 1 (1.32%) PHP
8 1 (1.32%) R
8 1 (1.32%) Ruby
Qualifications
1 8 (10.53%) Degree
2 4 (5.26%) ACCA
2 4 (5.26%) CIMA
3 3 (3.95%) IBM Certification
4 2 (2.63%) ISEB
4 2 (2.63%) Microsoft Certification
5 1 (1.32%) HND
5 1 (1.32%) ITIL Certification
5 1 (1.32%) MBA
Quality Assurance & Compliance
1 9 (11.84%) Data Quality
2 6 (7.89%) QA
3 3 (3.95%) Sarbanes-Oxley
4 1 (1.32%) SLA
System Software
1 1 (1.32%) Active Directory
1 1 (1.32%) Microsoft Virtual Server
1 1 (1.32%) Virtual Servers
1 1 (1.32%) VMware Infrastructure
Vendors
1 38 (50.00%) Microsoft
2 15 (19.74%) Oracle
3 9 (11.84%) Tableau
4 8 (10.53%) SAP
5 7 (9.21%) IBM
6 6 (7.89%) Cognos
6 6 (7.89%) Sybase
7 4 (5.26%) Informatica
8 3 (3.95%) Alteryx
8 3 (3.95%) Hyperion
8 3 (3.95%) MicroStrategy
9 1 (1.32%) Adobe
9 1 (1.32%) Citrix
9 1 (1.32%) Talend
9 1 (1.32%) Teradata
9 1 (1.32%) Vertica
9 1 (1.32%) VMware