Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in the South East with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
England > South East
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 103 93 72
Rank change year-on-year -10 -21 +19
Contract jobs citing Data Warehouse 367 394 535
As % of all contract IT jobs advertised in the South East 2.20% 2.39% 2.76%
As % of the Database & Business Intelligence category 10.45% 11.75% 12.29%
Number of daily rates quoted 297 258 360
South East median daily rate £413 £415 £425
Median daily rate % change year-on-year -0.60% -2.35% +6.25%
10th Percentile £300 £306 £288
90th Percentile £540 £575 £630
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +0.59%
Number of hourly rates quoted 2 7 5
South East median hourly rate £42.25 £51.50 £25.44
Median hourly rate % change year-on-year -17.96% +102.44% -32.16%
10th Percentile £30.48 £14.25 £11.67
90th Percentile £52.63 £52.25 £38.68
England median hourly rate £27.50 £42.00 £26.47
% change year-on-year -34.52% +58.67% -42.14%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Contract vacancies with a requirement for database or business intelligence skills 3511 3354 4353
As % of all contract IT jobs advertised in the South East 21.00% 20.33% 22.44%
Number of daily rates quoted 2230 2004 2573
South East median daily rate £413 £400 £375
Median daily rate % change year-on-year +3.13% +6.67% +7.14%
10th Percentile £294 £275 £263
90th Percentile £556 £538 £525
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 55 88 95
South East median hourly rate £42.50 £28.69 £28.00
Median hourly rate % change year-on-year +48.15% +2.46% +12.00%
10th Percentile £9.25 £9.25 £9.25
90th Percentile £50.00 £52.25 £48.75
England median hourly rate £31.50 £28.00 £27.89
% change year-on-year +12.50% +0.39% +15.01%

Data Warehouse
Job Vacancy Trend in the South East

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Data Warehouse in the South East

Data Warehouse
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Data Warehouse in the South East

Data Warehouse
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Data Warehouse in the South East over the 6 months to 20 November 2017.

Contractor daily rate histogram for Data Warehouse in the South East

Data Warehouse
Contractor Hourly Rate Trend in the South East

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

Contractor hourly rate trend for Data Warehouse in the South East

Data Warehouse
Contractor Hourly Rate Histogram in the South East

The hourly rate distribution of IT jobs citing Data Warehouse in the South East over the 6 months to 20 November 2017.

Contractor hourly rate histogram for Data Warehouse 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 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Thames Valley -10 203 £448 +5.41% 12
Berkshire +9 118 £450 +2.86% 5
Surrey -4 47 £450 +8.43% 6
Oxfordshire +12 44 £475 +13.77% 3
Hampshire -10 44 £393 -7.65% 12
Buckinghamshire -48 41 £335 -20.00% 4
Kent -5 29 £344 -14.06% 1
West Sussex -30 26 £388 -5.02% 2
East Sussex +3 12 £345 -14.81% 2
Middlesex +5 2 £400 -11.11%
Data Warehouse
England

For the 6 months to 20 November 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.

1 208 (56.68%) SQL
2 166 (45.23%) Business Intelligence
3 146 (39.78%) ETL
4 131 (35.69%) SQL Server Integration Services
5 127 (34.60%) SQL Server
6 125 (34.06%) Agile Software Development
7 83 (22.62%) Data Modelling
8 80 (21.80%) Finance
9 77 (20.98%) SQL Server Reporting Services
9 77 (20.98%) T-SQL
10 76 (20.71%) Oracle
11 63 (17.17%) Migration
12 59 (16.08%) Microsoft
13 50 (13.62%) Data Management
14 49 (13.35%) Analytics
15 47 (12.81%) Performance Tuning
16 46 (12.53%) Data Integration
17 45 (12.26%) Big Data
18 42 (11.44%) Kimball Methodology
19 40 (10.90%) SQL Server Analysis Services
19 40 (10.90%) Analytical Skills
20 39 (10.63%) PL/SQL
21 36 (9.81%) .NET
21 36 (9.81%) Tableau
22 35 (9.54%) Waterfall
23 34 (9.26%) Dimensional Modelling
24 33 (8.99%) Oracle BI EE
24 33 (8.99%) Java
24 33 (8.99%) OLAP
25 31 (8.45%) XML

Data Warehouse
Co-occurring 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 28 (7.63%) SAS
2 19 (5.18%) Apache Spark
3 12 (3.27%) PowerExchange
4 7 (1.91%) IIS
5 5 (1.36%) SharePoint
5 5 (1.36%) Tomcat
5 5 (1.36%) WebSphere
5 5 (1.36%) WebSphere Application Server
6 2 (0.54%) MS Project Server
6 2 (0.54%) Oracle Workflow
6 2 (0.54%) WebLogic
7 1 (0.27%) Apache
7 1 (0.27%) Apache Pig
7 1 (0.27%) Documentum
7 1 (0.27%) GeoServer
7 1 (0.27%) JBoss
7 1 (0.27%) Oracle SOA Suite
7 1 (0.27%) WildFly
Applications
1 12 (3.27%) Microsoft Excel
2 8 (2.18%) Microsoft Office
3 3 (0.82%) Microsoft Project
4 2 (0.54%) Microsoft PowerPoint
4 2 (0.54%) Spreadsheet
Business Applications
1 7 (1.91%) SAP CRM
2 3 (0.82%) Markit EDM
2 3 (0.82%) Oracle ERP
3 2 (0.54%) Oracle 11i
3 2 (0.54%) SAP ERP
4 1 (0.27%) Bloomberg AIM
4 1 (0.27%) Cognos Business Intelligence
4 1 (0.27%) Eagle PACE
4 1 (0.27%) Oracle EBS
4 1 (0.27%) SAP CCM
4 1 (0.27%) SAP S/4HANA
4 1 (0.27%) thinkFolio
Cloud Services
1 18 (4.90%) Microsoft Azure
2 8 (2.18%) Google Cloud Platform
3 6 (1.63%) IaaS
3 6 (1.63%) PaaS
4 5 (1.36%) Azure Data Factory
4 5 (1.36%) Bluemix
4 5 (1.36%) GitHub
4 5 (1.36%) IBM Cloud
5 3 (0.82%) Amazon AWS
6 2 (0.54%) Boomi
7 1 (0.27%) Amazon EC2
7 1 (0.27%) Amazon EMR
7 1 (0.27%) Amazon SQS
7 1 (0.27%) AWS CloudFormation
7 1 (0.27%) AWS Lambda
7 1 (0.27%) Azure Machine Learning
7 1 (0.27%) Data Lake Analytics
7 1 (0.27%) Serverless
Communications & Networking
1 8 (2.18%) Internet
2 3 (0.82%) DNS
2 3 (0.82%) Firewall
2 3 (0.82%) NAS
2 3 (0.82%) SAN
3 2 (0.54%) Extranet
3 2 (0.54%) FTP
3 2 (0.54%) Intranet
3 2 (0.54%) TCP/IP
4 1 (0.27%) HTTP
4 1 (0.27%) Kerberos
4 1 (0.27%) LDAP
4 1 (0.27%) MQTT
Database & Business Intelligence
1 131 (35.69%) SQL Server Integration Services
2 127 (34.60%) SQL Server
3 77 (20.98%) SQL Server Reporting Services
4 45 (12.26%) Big Data
5 40 (10.90%) SQL Server Analysis Services
6 33 (8.99%) OLAP
6 33 (8.99%) Oracle BI EE
7 24 (6.54%) Relational Database
7 24 (6.54%) SQL Server 2012
8 23 (6.27%) Hadoop
8 23 (6.27%) Oracle Database
9 21 (5.72%) RDBMS
10 19 (5.18%) Oracle Reports
11 18 (4.90%) Apache Hive
11 18 (4.90%) BusinessObjects
11 18 (4.90%) SAS Data Integration Studio
12 17 (4.63%) Data Mining
12 17 (4.63%) SQL Server 2008
13 16 (4.36%) Data Mart
14 15 (4.09%) Power BI
Development Applications
1 27 (7.36%) Talend Open Studio
2 24 (6.54%) Team Foundation Server
3 13 (3.54%) JIRA
4 9 (2.45%) Jenkins
5 8 (2.18%) Git (software)
6 5 (1.36%) Eclipse
6 5 (1.36%) Visual Studio
7 3 (0.82%) SQL Server Management Studio (SSMS)
8 2 (0.54%) ERwin
8 2 (0.54%) Oracle APEX
9 1 (0.27%) Babel
9 1 (0.27%) ClearCase
9 1 (0.27%) Gradle
9 1 (0.27%) Oracle Forms
9 1 (0.27%) PowerDesigner
9 1 (0.27%) TeamCity
9 1 (0.27%) Toad
9 1 (0.27%) webpack
General
1 80 (21.80%) Finance
2 25 (6.81%) Telecoms
3 14 (3.81%) Marketing
4 11 (3.00%) Banking
5 8 (2.18%) Retail
6 7 (1.91%) Investment Banking
7 6 (1.63%) Legal
7 6 (1.63%) Publishing
8 5 (1.36%) Pharmaceutical
9 3 (0.82%) Billing
10 2 (0.54%) Electronics
10 2 (0.54%) Front Office
10 2 (0.54%) Manufacturing
11 1 (0.27%) Advertising
11 1 (0.27%) Back Office
11 1 (0.27%) Games
11 1 (0.27%) General Ledger
11 1 (0.27%) Military
Job Titles
1 185 (50.41%) Developer
2 96 (26.16%) SQL Developer
3 56 (15.26%) Analyst
4 43 (11.72%) Business Intelligence Developer
5 36 (9.81%) SSIS Developer
6 32 (8.72%) Data Warehouse Developer
7 28 (7.63%) Architect
8 26 (7.08%) ETL Developer
9 25 (6.81%) SQL Server Developer
10 24 (6.54%) Data Engineer
10 24 (6.54%) Database Developer
10 24 (6.54%) SQL BI Developer
11 22 (5.99%) Data Architect
11 22 (5.99%) SQL Database Developer
12 19 (5.18%) Business Analyst
12 19 (5.18%) Consultant
13 18 (4.90%) Data Analyst
13 18 (4.90%) T-SQL Developer
14 16 (4.36%) SSAS Developer
15 14 (3.81%) SSRS Developer
Libraries, Frameworks & Software Standards
1 36 (9.81%) .NET
2 31 (8.45%) XML
3 25 (6.81%) Web Services
4 20 (5.45%) MDX
5 19 (5.18%) Entity Framework
6 17 (4.63%) .NET Framework
7 10 (2.72%) CSS
7 10 (2.72%) REST
8 8 (2.18%) Apache Tez
8 8 (2.18%) HTML
8 8 (2.18%) Kafka
8 8 (2.18%) RESTful
9 7 (1.91%) AngularJS
9 7 (1.91%) PySpark
10 6 (1.63%) SOAP
10 6 (1.63%) Spring
11 5 (1.36%) ASP.NET
11 5 (1.36%) Hibernate
11 5 (1.36%) JMS
11 5 (1.36%) WebSphere MQ
Miscellaneous
1 40 (10.90%) Analytical Skills
2 20 (5.45%) Algorithms
3 9 (2.45%) Greenfield Project
3 9 (2.45%) NHS
4 6 (1.63%) Management Information System
5 5 (1.36%) Enterprise Software
5 5 (1.36%) Internet of Things
5 5 (1.36%) Reference Data
6 4 (1.09%) N-Tier
7 2 (0.54%) Computer Science
7 2 (0.54%) PMI
7 2 (0.54%) Virtual Team
8 1 (0.27%) Blog
8 1 (0.27%) Client/Server
8 1 (0.27%) CMDB
8 1 (0.27%) Data Centre
8 1 (0.27%) Mobile App
8 1 (0.27%) Replication
8 1 (0.27%) RIA
Operating Systems
1 24 (6.54%) Unix
2 20 (5.45%) Linux
3 4 (1.09%) AIX
3 4 (1.09%) Windows
4 2 (0.54%) Oracle Linux
4 2 (0.54%) Red Hat Enterprise Linux
4 2 (0.54%) Windows Server
5 1 (0.27%) Android
5 1 (0.27%) OpenVMS
5 1 (0.27%) Windows Server 2012
Processes & Methodologies
1 166 (45.23%) Business Intelligence
2 146 (39.78%) ETL
3 125 (34.06%) Agile Software Development
4 83 (22.62%) Data Modelling
5 63 (17.17%) Migration
6 50 (13.62%) Data Management
7 49 (13.35%) Analytics
8 47 (12.81%) Performance Tuning
9 46 (12.53%) Data Integration
10 42 (11.44%) Kimball Methodology
11 35 (9.54%) Waterfall
12 34 (9.26%) Dimensional Modelling
13 28 (7.63%) Data Analysis
14 27 (7.36%) SDLC
15 26 (7.08%) Data Architecture
15 26 (7.08%) Software Engineering
15 26 (7.08%) Wealth Management
16 25 (6.81%) Stakeholder Management
17 24 (6.54%) CRM
18 23 (6.27%) Scrum
Programming Languages
1 208 (56.68%) SQL
2 77 (20.98%) T-SQL
3 39 (10.63%) PL/SQL
4 33 (8.99%) Java
5 24 (6.54%) C#
6 22 (5.99%) Python
7 16 (4.36%) Shell Script
8 10 (2.72%) JavaScript
9 8 (2.18%) Scala
10 5 (1.36%) Data Analysis Expressions (DAX)
11 3 (0.82%) Perl
11 3 (0.82%) VBA
12 2 (0.54%) ABAP
12 2 (0.54%) C
12 2 (0.54%) ES6
12 2 (0.54%) PowerShell
12 2 (0.54%) U-SQL
13 1 (0.27%) F#
13 1 (0.27%) GraphQL
13 1 (0.27%) SAS Macro
Qualifications
1 13 (3.54%) Degree
2 3 (0.82%) PMI Certification
2 3 (0.82%) PRINCE2 Certification
2 3 (0.82%) Security Cleared
3 2 (0.54%) CSQA
3 2 (0.54%) Microsoft Certification
4 1 (0.27%) BPSS Clearance
4 1 (0.27%) DBS Check
4 1 (0.27%) ISEB
4 1 (0.27%) ISTQB
4 1 (0.27%) Numerate Degree
4 1 (0.27%) PMP
4 1 (0.27%) SC Cleared
Quality Assurance & Compliance
1 25 (6.81%) Data Quality
2 8 (2.18%) QA
3 4 (1.09%) GDPR
4 2 (0.54%) ISO/IEC 20000
4 2 (0.54%) PMO
5 1 (0.27%) SLA
System Software
1 6 (1.63%) Docker
1 6 (1.63%) Virtual Machines
1 6 (1.63%) VMware Infrastructure
2 5 (1.36%) Active Directory
2 5 (1.36%) Apache Flume
2 5 (1.36%) HDFS
3 2 (0.54%) VMware ESXi
4 1 (0.27%) Oracle RAC
Systems Management
1 8 (2.18%) Oozie
2 7 (1.91%) Hadoop YARN
3 5 (1.36%) Ambari
3 5 (1.36%) Kubernetes
4 4 (1.09%) Control-M
5 2 (0.54%) HP Quality Center
6 1 (0.27%) Data Guard
6 1 (0.27%) Enterprise Manager Cloud Control
6 1 (0.27%) Oracle Enterprise Manager
6 1 (0.27%) Oracle RMAN
6 1 (0.27%) vRealize
Vendors
1 76 (20.71%) Oracle
2 59 (16.08%) Microsoft
3 36 (9.81%) Tableau
4 28 (7.63%) SAP
5 27 (7.36%) Informatica
5 27 (7.36%) Talend
6 11 (3.00%) IBM
7 9 (2.45%) VMware
8 8 (2.18%) Cognos
8 8 (2.18%) Google
8 8 (2.18%) Hortonworks
8 8 (2.18%) HP
9 7 (1.91%) Siebel
10 6 (1.63%) Callidus
11 5 (1.36%) Twitter
12 4 (1.09%) Cloudera
12 4 (1.09%) MicroStrategy
13 3 (0.82%) Ab Initio
13 3 (0.82%) Epicor
13 3 (0.82%) Teradata