The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 23 January 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
23 Jan 2017
Same period 2016 Same period 2015
Data Warehousing
England / South East
Rank 97 72 78
Rank change year-on-year
-25 +6
Contract jobs citing Data Warehouse 144 218 209
As % of all contract IT jobs located in the South East 1.98% 2.66% 2.26%
As % of the Database & Business Intelligence category 10.93% 12.32% 12.67%
Number of daily rates quoted 96 144 110
Median daily rate £436 £438 £410
Median daily rate % change year-on-year
-0.28% +6.70%
90% offered a daily rate of more than £285 £313 £275
10% offered a daily rate of more than £575 £564 £500
UK excluding London median daily rate £400 £400 £394
% change year-on-year
- +1.58%
Number of hourly rates quoted 0 2 6
Median hourly rate - £34.22 £37.50
Median hourly rate % change year-on-year
- -8.74%
UK excluding London median hourly rate £40.00 £59.25 £37.88
% change year-on-year
-32.48% +56.43%

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 South East region.

Database & Business Intelligence Category
South East
Contract IT job ads with a match in the
Database & Business Intelligence category
1318 1769 1649
As % of all contract IT jobs located in the South East 18.08% 21.56% 17.83%
Number of daily rates quoted 794 1124 949
Median daily rate £425 £400 £375
Median daily rate % change year-on-year
+6.25% +6.66%
90% offered a daily rate of more than £290 £288 £263
10% offered a daily rate of more than £538 £550 £500
UK excluding London median daily rate £400 £375 £363
% change year-on-year
+6.66% +3.44%
Number of hourly rates quoted 29 66 35
Median hourly rate £17.00 £30.00 £33.25
Median hourly rate % change year-on-year
-43.33% -9.77%
90% offered a hourly rate of more than £9.50 £9.50 £17.38
10% offered a hourly rate of more than £44.20 £60.62 £55.65
UK excluding London median hourly rate £38.00 £26.50 £32.50
% change year-on-year
+43.39% -18.46%

Data Warehouse
Jobs Demand Trend in the South East

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

Data Warehouse Jobs Demand Trend in the South East

Data Warehouse
Daily Rate Trend in the South East

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Warehouse across the South East region.

Data Warehouse Daily Rate Trend in the South East

Data Warehouse
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the South East region over the 3 months to 23 January 2017.

Data Warehouse Daily Rate Histogram in the South East

Data Warehouse
Hourly Rate Trend in the South East

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Warehouse across the South East region.

Data Warehouse Hourly Rate Trend in the South East

Data Warehouse
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the South East region over the 3 months to 23 January 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
Berkshire 0 40 £388 -11.42% 7
Oxfordshire +9 22 £500 +11.11% 5
Hampshire -8 22 £433 -13.50% 5
Surrey -2 17 £390 -22.00% 5
Buckinghamshire -30 11 £488 +21.87% 4
Kent -10 10 £325 +4.00% 5
West Sussex - 7 £510 - 5
East Sussex +6 3 £500 +69.06% 1
Middlesex +3 3 £500 -
Sussex - 1 - -
Thames Valley - 1 - -
Data Warehouse
England

Data Warehouse
Top 30 Related IT Skills in the South East

For the 6 months to 23 January 2017, IT contractor jobs citing Data Warehouse 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 South East region with a requirement for Data Warehouse.

1 169 (52.98%) Business Intelligence
2 159 (49.84%) SQL
3 121 (37.93%) ETL
4 102 (31.97%) Data Modelling
5 99 (31.03%) SQL Server
6 90 (28.21%) Finance
7 89 (27.90%) SQL Server Integration Services
8 77 (24.14%) Oracle
9 64 (20.06%) Microsoft
10 60 (18.81%) SQL Server Reporting Services
11 57 (17.87%) Analytical Skills
12 56 (17.55%) Agile Software Development
13 51 (15.99%) Analytics
14 41 (12.85%) T-SQL
14 41 (12.85%) Data Analysis
14 41 (12.85%) Hadoop
14 41 (12.85%) SQL Server Analysis Services
15 38 (11.91%) Big Data
15 38 (11.91%) Kimball Methodology
15 38 (11.91%) SAP
16 35 (10.97%) Management Information System
17 33 (10.34%) Data Management
18 32 (10.03%) Migration
19 31 (9.72%) MS Excel
19 31 (9.72%) Visualisation
20 30 (9.40%) PL/SQL
21 29 (9.09%) Power BI
22 28 (8.78%) Java
23 27 (8.46%) SQL Server 2012
24 26 (8.15%) Oracle Database

Data Warehouse
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 16 (5.02%) SAS
2 10 (3.13%) Elasticsearch
3 9 (2.82%) Apache Solr
3 9 (2.82%) SharePoint
4 5 (1.57%) Oracle SOA Suite
5 4 (1.25%) WebLogic
6 3 (0.94%) BizTalk Server
7 2 (0.63%) Oracle Workflow
7 2 (0.63%) SharePoint 2010
8 1 (0.31%) Apache Pig
8 1 (0.31%) CMS
8 1 (0.31%) JBoss
8 1 (0.31%) SharePoint 2013
Applications
1 31 (9.72%) MS Excel
2 5 (1.57%) MS Office
2 5 (1.57%) MS PowerPoint
3 3 (0.94%) MS Visio
4 2 (0.63%) Spreadsheet
5 1 (0.31%) MS Project
5 1 (0.31%) SPSS
Business Applications
1 10 (3.13%) Cognos Business Intelligence
2 7 (2.19%) Oracle Applications
3 6 (1.88%) Dynamics CRM
3 6 (1.88%) Dynamics NAV
4 5 (1.57%) Hyperion Planning
5 2 (0.63%) Oracle EBS
5 2 (0.63%) Oracle EBS R12
6 1 (0.31%) Cognos TM1
6 1 (0.31%) Infor M3
6 1 (0.31%) Maximo
6 1 (0.31%) Oracle BPM
6 1 (0.31%) Oracle ERP
6 1 (0.31%) Oracle Receivables
6 1 (0.31%) Primavera
6 1 (0.31%) SAP BPC
6 1 (0.31%) SAP Oil and Gas
6 1 (0.31%) SystmOne
Cloud Services
1 12 (3.76%) Microsoft Azure
2 11 (3.45%) SaaS
3 10 (3.13%) PaaS
4 7 (2.19%) Amazon AWS
4 7 (2.19%) Boomi
5 2 (0.63%) AWS Lambda
6 1 (0.31%) CallidusCloud
6 1 (0.31%) IaaS
Communications & Networking
1 8 (2.51%) FTP
2 4 (1.25%) 3G
2 4 (1.25%) LTE
2 4 (1.25%) Radio Access Network
3 3 (0.94%) 2G
3 3 (0.94%) 4G
4 1 (0.31%) DHCP
4 1 (0.31%) DNS
4 1 (0.31%) GSM
4 1 (0.31%) Internet
4 1 (0.31%) LDAP
4 1 (0.31%) Skype
4 1 (0.31%) SNMP
4 1 (0.31%) Telnet
Database & Business Intelligence
1 99 (31.03%) SQL Server
2 89 (27.90%) SQL Server Integration Services
3 60 (18.81%) SQL Server Reporting Services
4 41 (12.85%) Hadoop
4 41 (12.85%) SQL Server Analysis Services
5 38 (11.91%) Big Data
6 29 (9.09%) Power BI
7 27 (8.46%) SQL Server 2012
8 26 (8.15%) Oracle Database
9 25 (7.84%) BusinessObjects
10 21 (6.58%) Relational Database
10 21 (6.58%) SQL Server 2008
11 16 (5.02%) SAP Data Services
12 15 (4.70%) Oracle BI EE
12 15 (4.70%) QlikView
12 15 (4.70%) SQL Server 2014
13 14 (4.39%) Oracle Database 11g
14 13 (4.08%) Data Lake
14 13 (4.08%) MS Access
15 12 (3.76%) Enterprise Data Warehouse
Development Applications
1 16 (5.02%) Team Foundation Server
2 9 (2.82%) Git (software)
3 8 (2.51%) Talend Open Studio
4 7 (2.19%) ERwin
5 6 (1.88%) JIRA
5 6 (1.88%) Oracle APEX
5 6 (1.88%) TeamCity
5 6 (1.88%) Visual Studio
6 5 (1.57%) Jenkins
6 5 (1.57%) Oracle Forms
7 4 (1.25%) Rational DOORS
7 4 (1.25%) Toad
8 3 (0.94%) Sonatype Nexus
9 2 (0.63%) SQL Server Management Studio (SSMS)
10 1 (0.31%) JMeter
10 1 (0.31%) LoadRunner
10 1 (0.31%) Selenium
10 1 (0.31%) SoapUI
General
1 90 (28.21%) Finance
2 22 (6.90%) Telecoms
3 16 (5.02%) Marketing
3 16 (5.02%) Retail
4 15 (4.70%) Banking
5 12 (3.76%) Advertising
6 6 (1.88%) Military
7 5 (1.57%) Front Office
8 4 (1.25%) Manufacturing
9 3 (0.94%) Billing
9 3 (0.94%) Legal
9 3 (0.94%) Publishing
10 2 (0.63%) General Ledger
11 1 (0.31%) Back Office
11 1 (0.31%) Electronics
11 1 (0.31%) Retail Banking
Job Titles
1 130 (40.75%) Developer
2 73 (22.88%) Architect
3 51 (15.99%) Data Architect
4 48 (15.05%) SQL Developer
5 46 (14.42%) Analyst
6 31 (9.72%) Business Intelligence Developer
7 29 (9.09%) ETL Developer
8 25 (7.84%) SSIS Developer
9 23 (7.21%) Consultant
10 21 (6.58%) Data Analyst
11 17 (5.33%) Business Developer
11 17 (5.33%) Business Intelligence Architect
11 17 (5.33%) DBA
12 14 (4.39%) Big Data Architect
12 14 (4.39%) Data Manager
12 14 (4.39%) SSRS Developer
13 13 (4.08%) Data Warehouse Developer
13 13 (4.08%) Database Developer
13 13 (4.08%) Solutions Architect
14 12 (3.76%) Oracle Developer
Libraries, Frameworks & Software Standards
1 17 (5.33%) .NET
2 13 (4.08%) RESTful
3 12 (3.76%) Web Services
4 11 (3.45%) MDX
4 11 (3.45%) XML
5 10 (3.13%) Kafka
6 9 (2.82%) Middleware
6 9 (2.82%) SOAP
7 8 (2.51%) REST
8 6 (1.88%) Ajax
8 6 (1.88%) CSS
8 6 (1.88%) HTML
8 6 (1.88%) jQuery
8 6 (1.88%) JSON
9 4 (1.25%) Oracle Fusion
10 3 (0.94%) .NET Framework
10 3 (0.94%) AngularJS
10 3 (0.94%) Entity Framework
10 3 (0.94%) Java EE
10 3 (0.94%) Velocity
Miscellaneous
1 57 (17.87%) Analytical Skills
2 35 (10.97%) Management Information System
3 31 (9.72%) Visualisation
4 23 (7.21%) Data Integration
5 15 (4.70%) Computer Science
6 10 (3.13%) Mathematics
7 9 (2.82%) NHS
8 8 (2.51%) Algorithms
9 7 (2.19%) Enterprise Software
9 7 (2.19%) Statistics
10 6 (1.88%) Virtual Team
11 5 (1.57%) Data Extraction
12 4 (1.25%) PMI
13 3 (0.94%) Data Structures
13 3 (0.94%) Informatics
14 2 (0.63%) Data Centre
14 2 (0.63%) Digital Media
14 2 (0.63%) FMCG
14 2 (0.63%) Life Science
14 2 (0.63%) SCADA
Operating Systems
1 17 (5.33%) Linux
2 13 (4.08%) Unix
3 6 (1.88%) Oracle Linux
3 6 (1.88%) Red Hat Enterprise Linux
4 5 (1.57%) Windows
5 4 (1.25%) AIX
6 2 (0.63%) Solaris
6 2 (0.63%) Windows Server
7 1 (0.31%) Windows Server 2012
Processes & Methodologies
1 169 (52.98%) Business Intelligence
2 121 (37.93%) ETL
3 102 (31.97%) Data Modelling
4 56 (17.55%) Agile Software Development
5 51 (15.99%) Analytics
6 41 (12.85%) Data Analysis
7 38 (11.91%) Kimball Methodology
8 33 (10.34%) Data Management
9 32 (10.03%) Migration
10 25 (7.84%) Data Visualisation
11 24 (7.52%) Data Architecture
11 24 (7.52%) Data Governance
11 24 (7.52%) Dimensional Modelling
12 22 (6.90%) ITIL
12 22 (6.90%) Stakeholder Management
13 18 (5.64%) Performance Tuning
13 18 (5.64%) Service Management
14 17 (5.33%) Logical Data Model
14 17 (5.33%) Project Management
14 17 (5.33%) User Acceptance Testing
Programming Languages
1 159 (49.84%) SQL
2 41 (12.85%) T-SQL
3 30 (9.40%) PL/SQL
4 28 (8.78%) Java
5 12 (3.76%) Shell Script
6 8 (2.51%) JavaScript
6 8 (2.51%) Perl
6 8 (2.51%) VB
7 6 (1.88%) VBA
8 5 (1.57%) C#
9 4 (1.25%) ABAP
9 4 (1.25%) Python
9 4 (1.25%) VB.NET
10 3 (0.94%) PowerShell
10 3 (0.94%) VBScript
11 2 (0.63%) C++
11 2 (0.63%) Korn
12 1 (0.31%) C
12 1 (0.31%) Data Analysis Expressions (DAX)
12 1 (0.31%) MATLAB
Qualifications
1 26 (8.15%) Degree
2 16 (5.02%) Security Cleared
3 14 (4.39%) SC Cleared
4 8 (2.51%) PhD
5 5 (1.57%) ISEB
5 5 (1.57%) Microsoft Certification
6 4 (1.25%) ISTQB Foundation Certification
6 4 (1.25%) PMI Certification
7 3 (0.94%) DV Cleared
8 2 (0.63%) BPSS Clearance
8 2 (0.63%) DBS Check
9 1 (0.31%) ACCA
9 1 (0.31%) CIMA
9 1 (0.31%) IIBA
9 1 (0.31%) ITIL Certification
9 1 (0.31%) MCITP
9 1 (0.31%) MCTS
9 1 (0.31%) PRINCE2 Certification
Quality Assurance & Compliance
1 24 (7.52%) Data Quality
2 15 (4.70%) QA
3 3 (0.94%) SLA
3 3 (0.94%) Solvency II
4 2 (0.63%) Disclosure Scotland
5 1 (0.31%) IAS 39
5 1 (0.31%) Sarbanes-Oxley
System Software
1 6 (1.88%) VMware ESXi
2 3 (0.94%) VMware Infrastructure
3 2 (0.63%) Virtual Desktop
4 1 (0.31%) Active Directory
4 1 (0.31%) Microsoft App-V
Systems Management
1 3 (0.94%) Amdocs OSS
Vendors
1 77 (24.14%) Oracle
2 64 (20.06%) Microsoft
3 38 (11.91%) SAP
4 24 (7.52%) Informatica
5 21 (6.58%) Cognos
6 19 (5.96%) Tableau
7 14 (4.39%) Netezza
8 11 (3.45%) IBM
8 11 (3.45%) MicroStrategy
9 10 (3.13%) Teradata
10 8 (2.51%) Salesforce.com
10 8 (2.51%) Talend
10 8 (2.51%) VMware
11 7 (2.19%) Dell
11 7 (2.19%) Hyperion
12 6 (1.88%) Red Hat
12 6 (1.88%) ServiceNow
13 4 (1.25%) Huawei
13 4 (1.25%) Nokia Networks
13 4 (1.25%) TIBCO
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