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 February 2017 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 Feb 2017
Same period 2016 Same period 2015
Online Analytical Processing (OLAP)
UK / England
Rank 501 487 405
Rank change year-on-year
-14 -82
Contract jobs citing OLAP 78 125 195
As % of all contract IT jobs located in England 0.19% 0.26% 0.41%
As % of the Database & Business Intelligence category 0.83% 1.17% 1.84%
Number of daily rates quoted 59 79 150
Median daily rate £425 £425 £425
90% offered a daily rate of more than £335 £325 £338
10% offered a daily rate of more than £550 £592 £500
UK excluding London median daily rate £425 £400 £425
% change year-on-year
+6.25% -5.88%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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
9387 10682 10612
As % of all contract IT jobs located in England 22.41% 22.40% 22.24%
Number of daily rates quoted 6406 7284 6954
Median daily rate £450 £425 £400
Median daily rate % change year-on-year
+5.88% +6.25%
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 119 179 157
Median hourly rate £38.00 £35.00 £32.10
Median hourly rate % change year-on-year
+8.57% +9.03%
90% offered a hourly rate of more than £12.00 £14.00 £16.50
10% offered a hourly rate of more than £43.00 £60.62 £52.00
UK excluding London median hourly rate £38.00 £32.50 £32.50
% change year-on-year
+16.92% -

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 February 2017.

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 February 2017. 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 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 +5 44 £450 - 8
South East +16 9 £382 -15.11% 3
South West - 8 £425 - 1
Yorkshire +17 5 £481 +22.22% 2
North West +15 4 £363 -9.37% 6
West Midlands +1 4 £325 -14.19% 3
East of England +3 2 £380 -5.00% 6
East Midlands -8 1 £475 +11.76%
OLAP
UK

OLAP
Top 30 Related IT Skills in England

For the 6 months to 24 February 2017, 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.

1 126 (61.17%) SQL
2 121 (58.74%) SQL Server
3 117 (56.80%) Business Intelligence
4 113 (54.85%) Data Warehouse
5 105 (50.97%) ETL
6 98 (47.57%) SQL Server Integration Services
7 94 (45.63%) SQL Server Analysis Services
8 79 (38.35%) SQL Server Reporting Services
9 72 (34.95%) Finance
10 62 (30.10%) Microsoft
11 57 (27.67%) OLAP Cube
12 53 (25.73%) MDX
13 51 (24.76%) Oracle OLAP
13 51 (24.76%) Oracle
14 49 (23.79%) T-SQL
15 44 (21.36%) Data Modelling
15 44 (21.36%) Analytics
16 36 (17.48%) MS Excel
17 33 (16.02%) OLTP
17 33 (16.02%) Kimball Methodology
17 33 (16.02%) SQL Server 2012
18 32 (15.53%) Agile Software Development
19 30 (14.56%) Performance Tuning
20 29 (14.08%) QlikView
21 28 (13.59%) C#
22 25 (12.14%) .NET
22 25 (12.14%) Data Quality
22 25 (12.14%) Analytical Skills
22 25 (12.14%) Power BI
23 24 (11.65%) Tableau

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 15 (7.28%) SAS
2 9 (4.37%) SharePoint
3 4 (1.94%) Apache Spark
4 3 (1.46%) Apache Pig
4 3 (1.46%) CMS
4 3 (1.46%) Oracle SOA Suite
5 2 (0.97%) Apache Solr
5 2 (0.97%) Drupal
6 1 (0.49%) Alfresco
6 1 (0.49%) Apache
6 1 (0.49%) Elasticsearch
6 1 (0.49%) Magnolia
6 1 (0.49%) SharePoint 2010
6 1 (0.49%) SharePoint 2013
6 1 (0.49%) Tomcat
6 1 (0.49%) TPMS
6 1 (0.49%) WebSphere
Applications
1 36 (17.48%) MS Excel
2 7 (3.40%) MS Office
3 5 (2.43%) Spreadsheet
4 3 (1.46%) MS PowerPoint
4 3 (1.46%) SPSS
5 2 (0.97%) MS Project
6 1 (0.49%) MS Visio
Business Applications
1 5 (2.43%) Oracle Financials
2 4 (1.94%) Dynamics AX
2 4 (1.94%) Oracle General Ledger
2 4 (1.94%) Oracle Payables
2 4 (1.94%) Oracle Receivables
3 3 (1.46%) Dynamics CRM
3 3 (1.46%) Oracle EBS
4 2 (0.97%) Cognos TM1
4 2 (0.97%) Hyperion Planning
5 1 (0.49%) BPCS
5 1 (0.49%) Oracle Retail
5 1 (0.49%) SAP Oil and Gas
5 1 (0.49%) SDL Web 8
5 1 (0.49%) SystmOne
Cloud Services
1 12 (5.83%) Microsoft Azure
2 8 (3.88%) Amazon AWS
2 8 (3.88%) IaaS
2 8 (3.88%) PaaS
3 6 (2.91%) Data Lake Analytics
4 3 (1.46%) Amazon EMR
4 3 (1.46%) Amazon S3
4 3 (1.46%) AWS Lambda
4 3 (1.46%) SaaS
5 2 (0.97%) Google Analytics
6 1 (0.49%) Cloud Computing
6 1 (0.49%) Office 365
Communications & Networking
1 8 (3.88%) Intranet
2 4 (1.94%) Extranet
3 1 (0.49%) HTTP
3 1 (0.49%) Network Security
Database & Business Intelligence
1 121 (58.74%) SQL Server
2 113 (54.85%) Data Warehouse
3 98 (47.57%) SQL Server Integration Services
4 94 (45.63%) SQL Server Analysis Services
5 79 (38.35%) SQL Server Reporting Services
6 57 (27.67%) OLAP Cube
7 51 (24.76%) Oracle OLAP
8 33 (16.02%) OLTP
8 33 (16.02%) SQL Server 2012
9 29 (14.08%) QlikView
10 25 (12.14%) Power BI
11 24 (11.65%) BusinessObjects
12 23 (11.17%) SQL Server 2014
13 22 (10.68%) Microsoft Analysis Services
14 20 (9.71%) Relational Database
15 13 (6.31%) Big Data
16 12 (5.83%) Hadoop
16 12 (5.83%) SQL Server 2005
16 12 (5.83%) Star Schema
17 11 (5.34%) Data Mining
Development Applications
1 11 (5.34%) Visual Studio
2 9 (4.37%) Talend Open Studio
3 8 (3.88%) JIRA
4 7 (3.40%) Team Foundation Server
5 6 (2.91%) Git (software)
6 5 (2.43%) ERwin
6 5 (2.43%) Visual Studio Tools for Office
7 4 (1.94%) JUnit
7 4 (1.94%) Subversion
8 3 (1.46%) SQL Server Management Studio (SSMS)
8 3 (1.46%) TeamCity
9 2 (0.97%) MagicDraw
10 1 (0.49%) Bitbucket
10 1 (0.49%) Eclipse
10 1 (0.49%) Jenkins
10 1 (0.49%) Maven
General
1 72 (34.95%) Finance
2 16 (7.77%) Banking
3 12 (5.83%) Advertising
4 9 (4.37%) General Ledger
4 9 (4.37%) Retail
5 5 (2.43%) Marketing
6 4 (1.94%) Publishing
7 3 (1.46%) Legal
8 2 (0.97%) Automotive
8 2 (0.97%) Investment Banking
8 2 (0.97%) Manufacturing
8 2 (0.97%) Spanish Language
9 1 (0.49%) Electronics
9 1 (0.49%) Financial Institution
9 1 (0.49%) Telecoms
9 1 (0.49%) Wholesale Banking
Job Titles
1 107 (51.94%) Developer
2 42 (20.39%) Business Intelligence Developer
3 34 (16.50%) Architect
4 28 (13.59%) Analyst
4 28 (13.59%) SQL Developer
5 24 (11.65%) Data Architect
6 23 (11.17%) Data Warehouse Developer
7 22 (10.68%) ETL Developer
8 18 (8.74%) SSIS Developer
9 17 (8.25%) Consultant
9 17 (8.25%) SSAS Developer
10 12 (5.83%) Business Analyst
10 12 (5.83%) Business Intelligence Consultant
10 12 (5.83%) OLAP Developer
10 12 (5.83%) SSRS Developer
11 10 (4.85%) DBA
12 9 (4.37%) Business Intelligence Manager
13 8 (3.88%) SQL BI Developer
14 7 (3.40%) Microsoft BI Developer
14 7 (3.40%) Senior Developer
Libraries, Frameworks & Software Standards
1 53 (25.73%) MDX
2 25 (12.14%) .NET
3 9 (4.37%) XML
4 7 (3.40%) ASP.NET
4 7 (3.40%) WCF
4 7 (3.40%) Web Services
5 5 (2.43%) ASP.NET MVC
6 4 (1.94%) .NET Framework
6 4 (1.94%) HTML
6 4 (1.94%) REST
6 4 (1.94%) WPF
7 3 (1.46%) HTML5
8 2 (0.97%) AngularJS
8 2 (0.97%) CSS
8 2 (0.97%) Hibernate
8 2 (0.97%) J2EE
8 2 (0.97%) Lucene
8 2 (0.97%) SAP XI
8 2 (0.97%) Spring
9 1 (0.49%) JDBC
Miscellaneous
1 25 (12.14%) Analytical Skills
2 12 (5.83%) Management Information System
3 8 (3.88%) Computer Science
3 8 (3.88%) Data Structures
4 5 (2.43%) Credit Risk
4 5 (2.43%) NHS
5 4 (1.94%) Data Centre
6 3 (1.46%) Client/Server
6 3 (1.46%) Replication
7 2 (0.97%) Algorithms
7 2 (0.97%) Clustering
7 2 (0.97%) Fixed Income
7 2 (0.97%) Foreign Exchange (FX)
7 2 (0.97%) N-Tier
7 2 (0.97%) Reference Data
7 2 (0.97%) Taxonomies
8 1 (0.49%) Driving Licence
8 1 (0.49%) Private Cloud
8 1 (0.49%) Reinsurance
8 1 (0.49%) Virtual Team
Operating Systems
1 10 (4.85%) Windows
2 8 (3.88%) Linux
3 7 (3.40%) Unix
4 4 (1.94%) Windows Server
5 3 (1.46%) HPUX
5 3 (1.46%) Red Hat Enterprise Linux
6 1 (0.49%) Windows Server 2012
Processes & Methodologies
1 117 (56.80%) Business Intelligence
2 105 (50.97%) ETL
3 44 (21.36%) Analytics
3 44 (21.36%) Data Modelling
4 33 (16.02%) Kimball Methodology
5 32 (15.53%) Agile Software Development
6 30 (14.56%) Performance Tuning
7 22 (10.68%) Migration
8 21 (10.19%) Data Management
9 19 (9.22%) Dimensional Modelling
10 17 (8.25%) Project Management
11 15 (7.28%) Data Integration
11 15 (7.28%) Scrum
12 13 (6.31%) Change Management
12 13 (6.31%) Data Governance
13 12 (5.83%) Dashboard Development
13 12 (5.83%) Data Migration
14 10 (4.85%) ETL Development
14 10 (4.85%) Master Data Management
15 9 (4.37%) Visualisation
Programming Languages
1 126 (61.17%) SQL
2 49 (23.79%) T-SQL
3 28 (13.59%) C#
4 16 (7.77%) VBA
5 9 (4.37%) Java
6 8 (3.88%) PL/SQL
7 6 (2.91%) C
7 6 (2.91%) JavaScript
7 6 (2.91%) R
7 6 (2.91%) Shell Script
8 5 (2.43%) VB
9 4 (1.94%) Perl
9 4 (1.94%) Python
10 3 (1.46%) Data Analysis Expressions (DAX)
11 2 (0.97%) ABAP
11 2 (0.97%) VB.NET
12 1 (0.49%) PHP
12 1 (0.49%) SPARQL
Qualifications
1 18 (8.74%) Degree
2 3 (1.46%) Security Cleared
3 2 (0.97%) MCITP
3 2 (0.97%) Microsoft Certification
4 1 (0.49%) ACCA
4 1 (0.49%) BC Cleared
4 1 (0.49%) BPSS Clearance
4 1 (0.49%) CIMA
4 1 (0.49%) ITIL Certification
4 1 (0.49%) OCP
4 1 (0.49%) Oracle Certification
Quality Assurance & Compliance
1 25 (12.14%) Data Quality
2 9 (4.37%) IFRS
2 9 (4.37%) IFRS 9
3 4 (1.94%) Disclosure Scotland
3 4 (1.94%) QA
4 1 (0.49%) SLA
System Software
1 5 (2.43%) Virtual Machines
2 1 (0.49%) Docker
2 1 (0.49%) Oracle RAC
Systems Management
1 3 (1.46%) Oracle RMAN
2 2 (0.97%) SQL Sentry
3 1 (0.49%) Data Guard
Vendors
1 62 (30.10%) Microsoft
2 51 (24.76%) Oracle
3 24 (11.65%) Tableau
4 20 (9.71%) SAP
5 19 (9.22%) Teradata
6 11 (5.34%) Cognos
7 10 (4.85%) Informatica
8 9 (4.37%) Talend
9 7 (3.40%) IBM
9 7 (3.40%) MicroStrategy
10 6 (2.91%) Hyperion
11 5 (2.43%) Ab Initio
12 3 (1.46%) Actian
12 3 (1.46%) Netezza
12 3 (1.46%) ParAccel
12 3 (1.46%) Red Hat
12 3 (1.46%) Sybase
13 2 (0.97%) DataFlux
13 2 (0.97%) Google
13 2 (0.97%) RedGate
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