The table below looks at the statistics for OLAP skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited OLAP over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Online Analytical Processing (OLAP)
Rank 494 425 455
Rank change year-on-year
-69 +30
Contract jobs citing OLAP 139 213 153
As % of all contract IT jobs located in England 0.27% 0.40% 0.31%
As % of the Database & Business Intelligence category 1.21% 1.71% 1.38%
Number of daily rates quoted 98 159 91
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £314 £325 £265
10% offered a daily rate of more than £575 £550 £575
UK excluding London median daily rate £401 £400 £350
% change year-on-year
+0.31% +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
OLAP
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the England region.

Database & Business Intelligence Category
England
Contract IT job ads with a match in the
Database & Business Intelligence category
11473 12434 11102
As % of all contract IT jobs located in England 22.68% 23.47% 22.15%
Number of daily rates quoted 7694 8238 6946
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £300 £290 £270
10% offered a daily rate of more than £575 £573 £550
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 189 205 177
Median hourly rate £31.25 £30.00 £27.50
Median hourly rate % change year-on-year
+4.16% +9.09%
90% offered a hourly rate of more than £13.00 £14.20 £13.27
10% offered a hourly rate of more than £48.00 £50.00 £50.00
UK excluding London median hourly rate £29.76 £33.00 £25.00
% change year-on-year
-9.81% +32.00%

OLAP
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing OLAP as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

OLAP Jobs Demand Trend in England

OLAP
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing OLAP across the England region.

OLAP Daily Rate Trend in England

OLAP
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing OLAP across the England region over the 3 months to 24 August 2016.

OLAP Daily Rate Histogram in England

OLAP
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing OLAP across the England region.

OLAP Hourly Rate Trend in England

OLAP
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing OLAP within the England region over the 3 months to 24 August 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -39 55 £488 +14.70% 9
North West +5 20 £500 +11.11% 2
Yorkshire +4 18 £450 +9.09% 1
South East -7 13 £315 -18.70% 4
South West +19 12 £400 +23.07% 2
East of England +6 11 £375 -9.63% 2
West Midlands -31 6 £338 -27.02% 3
East Midlands -6 2 £400 -11.11% 2
North East - 1 £325 - 1
OLAP
UK

OLAP
Top 30 Related IT Skills in England

For the 6 months to 24 August 2016, IT contractor jobs citing OLAP also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for OLAP.

1 170 (69.96%) Business Intelligence
2 153 (62.96%) SQL
3 134 (55.14%) SQL Server
4 133 (54.73%) SQL Server Analysis Services
5 129 (53.09%) ETL
6 117 (48.15%) Data Warehouse
7 103 (42.39%) OLAP Cube
8 96 (39.51%) SQL Server Integration Services
9 85 (34.98%) Microsoft
9 85 (34.98%) SQL Server Reporting Services
10 78 (32.10%) Finance
11 64 (26.34%) Agile Software Development
12 62 (25.51%) Kimball Methodology
13 59 (24.28%) Dimensional Modelling
14 53 (21.81%) MDX
14 53 (21.81%) Analytics
15 44 (18.11%) Big Data
15 44 (18.11%) Oracle
16 43 (17.70%) Java
16 43 (17.70%) Data Modelling
16 43 (17.70%) Oracle OLAP
17 39 (16.05%) T-SQL
18 37 (15.23%) Continuous Integration
18 37 (15.23%) Analytical Skills
19 36 (14.81%) SQL Server 2012
19 36 (14.81%) SQL Server 2008
19 36 (14.81%) Linux
20 35 (14.40%) Jenkins
21 32 (13.17%) MS Excel
22 31 (12.76%) Vertica

OLAP
Top Related IT Skills in 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:

Application Platforms
1 19 (7.82%) SAS
2 12 (4.94%) SharePoint
3 7 (2.88%) IIS
4 5 (2.06%) Apache Spark
5 3 (1.23%) Apache
5 3 (1.23%) Apache Pig
6 2 (0.82%) Confluence
6 2 (0.82%) Oracle Application Server
6 2 (0.82%) SharePoint 2010
7 1 (0.41%) BizTalk Server
7 1 (0.41%) CMS
7 1 (0.41%) Commerce Server
7 1 (0.41%) Facebook Platform
7 1 (0.41%) Oracle Coherence
7 1 (0.41%) Oracle HTTP Server
7 1 (0.41%) SharePoint 2013
7 1 (0.41%) Sitecore CMS
7 1 (0.41%) Tomcat
7 1 (0.41%) WebSphere
Applications
1 32 (13.17%) MS Excel
2 8 (3.29%) MS Office
3 6 (2.47%) MS Visio
4 4 (1.65%) MS PowerPoint
5 2 (0.82%) SPSS
6 1 (0.41%) MS Project
6 1 (0.41%) Spreadsheet
Business Applications
1 8 (3.29%) Dynamics CRM
2 6 (2.47%) Cognos Business Intelligence
3 4 (1.65%) Cognos TM1
4 1 (0.41%) Cognos Planning
4 1 (0.41%) Global One
4 1 (0.41%) Oracle EBS
4 1 (0.41%) Radian6
4 1 (0.41%) SAP CRM
4 1 (0.41%) SAP ERP
4 1 (0.41%) SAP Oil and Gas
4 1 (0.41%) SAP R/3
4 1 (0.41%) SAP SCM
4 1 (0.41%) SystmOne
4 1 (0.41%) WebTrends
Cloud Services
1 23 (9.47%) Microsoft Azure
2 11 (4.53%) Amazon AWS
2 11 (4.53%) IaaS
2 11 (4.53%) PaaS
3 4 (1.65%) SaaS
4 1 (0.41%) AdWords
4 1 (0.41%) Azure Machine Learning
4 1 (0.41%) Cloud Computing
4 1 (0.41%) Data Lake Analytics
4 1 (0.41%) Google Analytics
Communications & Networking
1 16 (6.58%) Network Security
2 6 (2.47%) Extranet
2 6 (2.47%) Intranet
3 4 (1.65%) SAN
4 2 (0.82%) Internet
5 1 (0.41%) FCoE
5 1 (0.41%) Fibre Channel
5 1 (0.41%) HTTP
5 1 (0.41%) iSCSI
5 1 (0.41%) LAN
5 1 (0.41%) Multicast
5 1 (0.41%) NAS
5 1 (0.41%) WAN
Database & Business Intelligence
1 134 (55.14%) SQL Server
2 133 (54.73%) SQL Server Analysis Services
3 117 (48.15%) Data Warehouse
4 103 (42.39%) OLAP Cube
5 96 (39.51%) SQL Server Integration Services
6 85 (34.98%) SQL Server Reporting Services
7 44 (18.11%) Big Data
8 43 (17.70%) Oracle OLAP
9 36 (14.81%) SQL Server 2008
9 36 (14.81%) SQL Server 2012
10 30 (12.35%) Microsoft Analysis Services
10 30 (12.35%) OLTP
11 29 (11.93%) SQL Server 2014
12 25 (10.29%) BusinessObjects
13 19 (7.82%) Relational Database
14 17 (7.00%) Data Mart
15 16 (6.58%) Power BI
15 16 (6.58%) SQL Server 2016
16 15 (6.17%) Star Schema
17 13 (5.35%) Oracle BI EE
Development Applications
1 35 (14.40%) Jenkins
2 28 (11.52%) Talend Open Studio
3 9 (3.70%) Visual Studio
4 8 (3.29%) ERwin
4 8 (3.29%) Team Foundation Server
5 6 (2.47%) SQL Server Management Studio (SSMS)
6 5 (2.06%) NUnit
6 5 (2.06%) SpecFlow
7 4 (1.65%) Toad
8 3 (1.23%) Git (software)
8 3 (1.23%) JIRA
8 3 (1.23%) Visual Studio Tools for Office
9 2 (0.82%) Bitbucket
9 2 (0.82%) JUnit
9 2 (0.82%) PowerDesigner
10 1 (0.41%) tSQLt
General
1 78 (32.10%) Finance
2 27 (11.11%) Banking
3 8 (3.29%) Retail
4 7 (2.88%) Advertising
5 6 (2.47%) Investment Banking
6 3 (1.23%) Financial Institution
6 3 (1.23%) Marketing
7 2 (0.82%) Back Office
7 2 (0.82%) French Language
7 2 (0.82%) Front Office
7 2 (0.82%) Pharmaceutical
7 2 (0.82%) Publishing
7 2 (0.82%) Telecoms
8 1 (0.41%) Electronics
8 1 (0.41%) International Banking
8 1 (0.41%) Legal
8 1 (0.41%) Manufacturing
Job Titles
1 135 (55.56%) Developer
2 56 (23.05%) Business Intelligence Developer
3 41 (16.87%) SQL Developer
4 28 (11.52%) Analyst
5 24 (9.88%) Architect
5 24 (9.88%) DBA
5 24 (9.88%) SSAS Developer
6 22 (9.05%) Data Warehouse Developer
7 21 (8.64%) SQL BI Developer
8 17 (7.00%) Consultant
9 16 (6.58%) SSRS Developer
10 15 (6.17%) ETL Developer
11 13 (5.35%) Business Intelligence Analyst
11 13 (5.35%) SSIS Developer
12 12 (4.94%) Talend Developer
13 11 (4.53%) Senior Developer
14 10 (4.12%) Business Developer
14 10 (4.12%) Support Engineer
15 9 (3.70%) Data Architect
15 9 (3.70%) OBIEE Developer
Libraries, Frameworks & Software Standards
1 53 (21.81%) MDX
2 11 (4.53%) .NET
3 10 (4.12%) ASP.NET
4 7 (2.88%) Web Services
5 5 (2.06%) XML
6 4 (1.65%) HTML
6 4 (1.65%) REST
7 3 (1.23%) Hibernate
7 3 (1.23%) HTML5
7 3 (1.23%) J2EE
7 3 (1.23%) JSON
8 2 (0.82%) Apache Camel
8 2 (0.82%) ASP.NET MVC
8 2 (0.82%) Kafka
8 2 (0.82%) Middleware
8 2 (0.82%) Oracle GoldenGate
8 2 (0.82%) Oracle Streams
8 2 (0.82%) WCF
9 1 (0.41%) D3.js
9 1 (0.41%) Java Concurrency
Miscellaneous
1 37 (15.23%) Analytical Skills
2 13 (5.35%) Data Integration
2 13 (5.35%) Visualisation
3 11 (4.53%) Digital Media
4 10 (4.12%) Credit Risk
5 9 (3.70%) Management Information System
6 7 (2.88%) Replication
7 5 (2.06%) Computer Science
7 5 (2.06%) Data Structures
8 4 (1.65%) Statistics
9 3 (1.23%) Algorithms
9 3 (1.23%) Clustering
9 3 (1.23%) Foreign Exchange (FX)
9 3 (1.23%) iPad
9 3 (1.23%) NHS
10 2 (0.82%) Data Protection Act
10 2 (0.82%) Enterprise Software
10 2 (0.82%) Market Risk
10 2 (0.82%) Virtual Team
11 1 (0.41%) Mathematics
Operating Systems
1 36 (14.81%) Linux
2 9 (3.70%) VMS
3 7 (2.88%) Unix
3 7 (2.88%) Windows
4 2 (0.82%) Windows Server
4 2 (0.82%) Windows Server 2008
4 2 (0.82%) Windows Server 2012
5 1 (0.41%) AIX
5 1 (0.41%) Solaris
Processes & Methodologies
1 170 (69.96%) Business Intelligence
2 129 (53.09%) ETL
3 64 (26.34%) Agile Software Development
4 62 (25.51%) Kimball Methodology
5 59 (24.28%) Dimensional Modelling
6 53 (21.81%) Analytics
7 43 (17.70%) Data Modelling
8 37 (15.23%) Continuous Integration
9 29 (11.93%) E-Commerce
9 29 (11.93%) Performance Tuning
10 21 (8.64%) CRM
11 20 (8.23%) Scrum
12 15 (6.17%) Data Management
12 15 (6.17%) SDLC
13 14 (5.76%) Mentoring
14 12 (4.94%) ITIL
15 11 (4.53%) ERP
15 11 (4.53%) Migration
15 11 (4.53%) SOA
16 10 (4.12%) Performance Management
Programming Languages
1 153 (62.96%) SQL
2 43 (17.70%) Java
3 39 (16.05%) T-SQL
4 11 (4.53%) C#
5 10 (4.12%) PL/SQL
6 9 (3.70%) JavaScript
6 9 (3.70%) PowerShell
6 9 (3.70%) VBA
7 7 (2.88%) PHP
8 5 (2.06%) MATLAB
8 5 (2.06%) VB.NET
9 4 (1.65%) Python
10 3 (1.23%) HiveQL
10 3 (1.23%) R
11 2 (0.82%) Data Analysis Expressions (DAX)
11 2 (0.82%) VB
12 1 (0.41%) Bash Shell
12 1 (0.41%) Scala
12 1 (0.41%) Shell Script
Qualifications
1 11 (4.53%) Degree
2 4 (1.65%) HNC
2 4 (1.65%) HND
3 2 (0.82%) Security Cleared
4 1 (0.41%) MBA
4 1 (0.41%) MCP
4 1 (0.41%) MCSA
4 1 (0.41%) MCSE
4 1 (0.41%) Microsoft Certification
Quality Assurance & Compliance
1 17 (7.00%) Data Quality
2 4 (1.65%) QA
3 3 (1.23%) SLA
4 1 (0.41%) PCI DSS
System Software
1 9 (3.70%) Virtual Servers
2 8 (3.29%) Microsoft Virtual Server
3 3 (1.23%) HDFS
3 3 (1.23%) Oracle RAC
4 2 (0.82%) Docker
5 1 (0.41%) Active Directory
5 1 (0.41%) Hyper-V
5 1 (0.41%) KVM
5 1 (0.41%) NFS
5 1 (0.41%) SRDF
5 1 (0.41%) Virtual Machines
5 1 (0.41%) VMware Infrastructure
5 1 (0.41%) Xen
Systems Management
1 2 (0.82%) Data Guard
1 2 (0.82%) Oracle RMAN
2 1 (0.41%) HP Quality Center
2 1 (0.41%) Microsoft Clustering
2 1 (0.41%) Nagios
2 1 (0.41%) Puppet
Vendors
1 85 (34.98%) Microsoft
2 44 (18.11%) Oracle
3 31 (12.76%) Vertica
4 28 (11.52%) Talend
5 20 (8.23%) Tableau
6 15 (6.17%) Cognos
7 14 (5.76%) Teradata
8 13 (5.35%) Informatica
9 12 (4.94%) MicroStrategy
10 8 (3.29%) SAP
11 7 (2.88%) Hyperion
12 4 (1.65%) IBM
12 4 (1.65%) Sybase
13 3 (1.23%) EMC
14 2 (0.82%) Netezza
14 2 (0.82%) Sitecore
14 2 (0.82%) VMware
15 1 (0.41%) Facebook
15 1 (0.41%) hybris
15 1 (0.41%) Splunk
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