The table below looks at the statistics for OLAP skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited OLAP over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Online Analytical Processing (OLAP)
Rank 351 413 402
Rank change year-on-year
+62 -11
Permanent jobs citing OLAP 49 64 66
As % of all permanent IT jobs located in the South East 0.30% 0.30% 0.30%
As % of the Database & Business Intelligence category 1.05% 0.90% 1.04%
Number of salaries quoted 48 48 47
Median salary £48,000 £47,500 £55,000
Median salary % change year-on-year
+1.05% -13.63%
90% offered a salary of more than £40,000 £39,500 £37,500
10% offered a salary of more than £57,500 £60,000 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
OLAP
England

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 South East region.

Database & Business Intelligence Category
South East
Permanent IT job ads with a match in the
Database & Business Intelligence category
4662 7100 6375
As % of all permanent IT jobs located in the South East 28.79% 33.03% 28.97%
Number of salaries quoted 4119 6057 5417
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

OLAP
Jobs Demand Trend in the South East

The demand trend of job ads across the South East 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 South East

OLAP
Salary Trend in the South East

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

OLAP Salary Trend in the South East

OLAP
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing OLAP across the South East region over the 3 months to 9 December 2016.

OLAP Salary Histogram in the South East

OLAP
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OLAP within the South East region over the 3 months to 9 December 2016. 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
(Click see detailed
statistics and trends)
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
West Sussex +30 15 £48,000 +6.66% 2
Surrey +30 9 £47,500 -20.83%
Hampshire -3 6 £45,000 -3.22%
Oxfordshire +33 4 £53,750 +34.37%
Berkshire +35 2 £41,000 -18.00% 2
Kent - 2 £50,000 - 1
OLAP
England

OLAP
Top 30 Related IT Skills in the South East

For the 6 months to 9 December 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 South East region with a requirement for OLAP.

1 105 (81.40%) SQL
2 91 (70.54%) SQL Server
3 78 (60.47%) Business Intelligence
4 74 (57.36%) OLTP
5 71 (55.04%) Data Warehouse
6 60 (46.51%) T-SQL
7 54 (41.86%) Microsoft
8 50 (38.76%) SQL Server Integration Services
9 46 (35.66%) SQL Server Reporting Services
9 46 (35.66%) ETL
10 43 (33.33%) SQL Server Analysis Services
11 42 (32.56%) Oracle OLAP
11 42 (32.56%) Big Data
11 42 (32.56%) Oracle
12 39 (30.23%) MySQL
12 39 (30.23%) JIRA
13 37 (28.68%) Agile Software Development
13 37 (28.68%) Scrum
14 36 (27.91%) MS Excel
14 36 (27.91%) Data Modelling
14 36 (27.91%) Cognos
15 33 (25.58%) Hadoop
15 33 (25.58%) Performance Tuning
15 33 (25.58%) Power BI
16 31 (24.03%) NoSQL
17 29 (22.48%) Finance
18 28 (21.71%) Analytics
19 27 (20.93%) OLAP Cube
20 26 (20.16%) Kimball Methodology
21 22 (17.05%) MDX

OLAP
Top Related IT Skills in the South East 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 11 (8.53%) Apache Pig
2 9 (6.98%) SAS
3 6 (4.65%) Oracle SOA Suite
4 4 (3.10%) Jupyter
5 1 (0.78%) NetWeaver
5 1 (0.78%) SharePoint
Applications
1 36 (27.91%) MS Excel
Business Applications
1 7 (5.43%) SAP BPC
2 4 (3.10%) Cognos TM1
2 4 (3.10%) FastStats
3 3 (2.33%) Cognos Business Intelligence
3 3 (2.33%) Cognos Controller
3 3 (2.33%) Oracle EBS
4 2 (1.55%) Dynamics CRM
4 2 (1.55%) HFM
4 2 (1.55%) Infor M3
5 1 (0.78%) Dynamics NAV
5 1 (0.78%) Oracle CRM
5 1 (0.78%) SAP CRM
5 1 (0.78%) SAP SD
Cloud Services
1 18 (13.95%) GitHub
2 12 (9.30%) Amazon AWS
3 5 (3.88%) Amazon S3
4 1 (0.78%) SaaS
Communications & Networking
1 5 (3.88%) Firewall
1 5 (3.88%) SAN
2 2 (1.55%) Ethernet
Database & Business Intelligence
1 91 (70.54%) SQL Server
2 74 (57.36%) OLTP
3 71 (55.04%) Data Warehouse
4 50 (38.76%) SQL Server Integration Services
5 46 (35.66%) SQL Server Reporting Services
6 43 (33.33%) SQL Server Analysis Services
7 42 (32.56%) Big Data
7 42 (32.56%) Oracle OLAP
8 39 (30.23%) MySQL
9 33 (25.58%) Hadoop
9 33 (25.58%) Power BI
10 31 (24.03%) NoSQL
11 27 (20.93%) OLAP Cube
12 21 (16.28%) Relational Database
13 19 (14.73%) SQL Server 2012
14 18 (13.95%) Apache Hive
15 16 (12.40%) SQL Server 2014
16 15 (11.63%) Microsoft Analysis Services
16 15 (11.63%) SQL Server 2008
17 14 (10.85%) BusinessObjects XI
Development Applications
1 39 (30.23%) JIRA
2 16 (12.40%) Talend Open Studio
3 12 (9.30%) Visual Studio
4 9 (6.98%) Jenkins
4 9 (6.98%) Vagrant
5 8 (6.20%) Team Foundation Server
6 7 (5.43%) Cucumber
7 5 (3.88%) Git (software)
7 5 (3.88%) git-flow
7 5 (3.88%) SQL Server Management Studio (SSMS)
8 4 (3.10%) ERwin
General
1 29 (22.48%) Finance
2 11 (8.53%) Retail
3 7 (5.43%) Advertising
4 2 (1.55%) Electronics
5 1 (0.78%) Banking
Job Titles
1 64 (49.61%) Developer
2 32 (24.81%) Business Intelligence Developer
3 30 (23.26%) SQL Developer
4 26 (20.16%) Analyst
5 20 (15.50%) DBA
5 20 (15.50%) SQL DBA
6 15 (11.63%) SQL Server DBA
7 13 (10.08%) SSIS Developer
8 12 (9.30%) SQL Analyst
9 11 (8.53%) NoSQL Developer
9 11 (8.53%) Senior DBA
9 11 (8.53%) Senior SQL DBA
9 11 (8.53%) Senior SQL Server DBA
10 10 (7.75%) ETL Developer
11 9 (6.98%) Business Intelligence Analyst
11 9 (6.98%) Senior Developer
12 8 (6.20%) SQL BI Developer
12 8 (6.20%) SQL Data Analyst
13 7 (5.43%) Accountant
13 7 (5.43%) CRM Analyst
Libraries, Frameworks & Software Standards
1 22 (17.05%) MDX
2 16 (12.40%) .NET
3 8 (6.20%) Web Services
4 6 (4.65%) ASP.NET
5 5 (3.88%) .NET Framework
5 5 (3.88%) HTML
6 3 (2.33%) jQuery
7 2 (1.55%) CSS
8 1 (0.78%) CakePHP
8 1 (0.78%) COM
8 1 (0.78%) D3.js
8 1 (0.78%) Google Maps API
8 1 (0.78%) Mapnik
8 1 (0.78%) PostGIS
8 1 (0.78%) RESTful
8 1 (0.78%) SOAP
8 1 (0.78%) Twitter Bootstrap
8 1 (0.78%) XML
Miscellaneous
1 20 (15.50%) Clustering
2 16 (12.40%) Computer Science
3 15 (11.63%) Management Information System
3 15 (11.63%) Replication
4 11 (8.53%) Enterprise Software
5 6 (4.65%) Statistics
6 5 (3.88%) Microsoft Licensing
7 4 (3.10%) Analytical Skills
7 4 (3.10%) Data Integration
8 2 (1.55%) Physics
9 1 (0.78%) Algorithms
9 1 (0.78%) Data Centre
9 1 (0.78%) Fintech
9 1 (0.78%) FMCG
9 1 (0.78%) NHS
9 1 (0.78%) User Experience
Operating Systems
1 20 (15.50%) Windows
2 5 (3.88%) Windows Server
3 3 (2.33%) Linux
4 1 (0.78%) Unix
Processes & Methodologies
1 78 (60.47%) Business Intelligence
2 46 (35.66%) ETL
3 37 (28.68%) Agile Software Development
3 37 (28.68%) Scrum
4 36 (27.91%) Data Modelling
5 33 (25.58%) Performance Tuning
6 28 (21.71%) Analytics
7 26 (20.16%) Kimball Methodology
8 17 (13.18%) Dimensional Modelling
8 17 (13.18%) Kanban
8 17 (13.18%) Time Management
9 16 (12.40%) Disaster Recovery
9 16 (12.40%) High Availability
10 15 (11.63%) Data Management
11 13 (10.08%) CRM
12 12 (9.30%) Migration
13 11 (8.53%) Capacity Planning
14 10 (7.75%) Data Analysis
15 9 (6.98%) Reverse Engineering
15 9 (6.98%) Software Engineering
Programming Languages
1 105 (81.40%) SQL
2 60 (46.51%) T-SQL
3 21 (16.28%) PL/SQL
4 14 (10.85%) Data Analysis Expressions (DAX)
5 12 (9.30%) Java
5 12 (9.30%) PowerShell
6 10 (7.75%) C#
7 7 (5.43%) Shell Script
8 6 (4.65%) JavaScript
9 5 (3.88%) Python
10 3 (2.33%) C
11 2 (1.55%) Embedded C
11 2 (1.55%) VBA
12 1 (0.78%) C++
12 1 (0.78%) Embedded C++
12 1 (0.78%) PHP
12 1 (0.78%) VB
12 1 (0.78%) VB.NET
12 1 (0.78%) VB6
Qualifications
1 18 (13.95%) Degree
2 5 (3.88%) Microsoft Certification
3 3 (2.33%) MCSE
Quality Assurance & Compliance
1 9 (6.98%) Data Quality
2 4 (3.10%) QA
3 3 (2.33%) SLA
4 1 (0.78%) HIPAA
4 1 (0.78%) ISO/IEC 27001
4 1 (0.78%) PCI DSS
4 1 (0.78%) SSAE 16
System Software
1 5 (3.88%) HDFS
1 5 (3.88%) Virtual Machines
1 5 (3.88%) VMware ESX
1 5 (3.88%) VMware Infrastructure
1 5 (3.88%) vSphere
2 2 (1.55%) Firmware
Systems Management
1 18 (13.95%) Puppet
2 11 (8.53%) Microsoft Clustering
Vendors
1 54 (41.86%) Microsoft
2 42 (32.56%) Oracle
3 36 (27.91%) Cognos
4 16 (12.40%) Talend
4 16 (12.40%) VMware
5 9 (6.98%) IBM
5 9 (6.98%) SAP
5 9 (6.98%) Tableau
6 6 (4.65%) RedGate
7 5 (3.88%) Atlassian
7 5 (3.88%) CommVault
7 5 (3.88%) NetApp
7 5 (3.88%) SolarWinds
7 5 (3.88%) Sophos
8 4 (3.10%) Salesforce.com
9 3 (2.33%) MicroStrategy
10 2 (1.55%) Birst
10 2 (1.55%) EMC
10 2 (1.55%) Hyperion
10 2 (1.55%) Jaspersoft
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