Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 23 September 2018

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 23 September 2018 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
23 Sep 2018		 Same period 2017 Same period 2016
Rank 124 87 98
Rank change year-on-year -37 +11 -30
Contract jobs citing Data Warehouse 341 406 412
As % of all contract IT jobs advertised in the South East 2.10% 2.49% 2.36%
As % of the Database & Business Intelligence category 9.69% 11.50% 11.44%
Number of daily rates quoted 218 298 269
South East median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% -2.94%
10th Percentile £325 £289 £313
90th Percentile £588 £550 £575
England median daily rate £450 £450 £438
% change year-on-year - +2.86% +2.94%
Number of hourly rates quoted 2 1 7
South East median hourly rate £40.00 £29.50 £51.50
Median hourly rate % change year-on-year +35.59% -42.72% +88.42%
10th Percentile £25.25 £27.75 £14.25
90th Percentile £56.75 £31.25 £52.25
England median hourly rate £41.25 £27.00 £32.50
% change year-on-year +52.78% -16.92% -0.76%

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 3,518 3,530 3,602
As % of all contract IT jobs advertised in the South East 21.64% 21.69% 20.67%
Number of daily rates quoted 2,257 2,192 2,232
South East median daily rate £448 £401 £400
Median daily rate % change year-on-year +11.74% +0.13% +6.67%
10th Percentile £313 £278 £275
90th Percentile £575 £538 £550
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 56 70 88
South East median hourly rate £35.00 £25.00 £35.50
Median hourly rate % change year-on-year +40.00% -29.58% +42.00%
10th Percentile £13.88 £9.25 £9.25
90th Percentile £57.41 £50.00 £52.25
England median hourly rate £28.75 £30.00 £29.53
% change year-on-year -4.17% +1.61% +6.28%

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 23 September 2018.

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 23 September 2018.

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 23 September 2018. 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 -25 155 £450 -2.70% 40
Surrey -14 73 £465 +3.33% 12
Berkshire -40 73 £425 -5.56% 23
Buckinghamshire +38 49 £456 +7.35% 8
Hampshire -22 43 £475 +18.75% 12
Oxfordshire -8 33 £475 - 9
West Sussex -15 23 £458 +16.19% 13
East Sussex -2 19 £441 +27.90% 6
Kent -11 12 £341 +1.11% 5
Middlesex +15 6 £275 -46.08%
Sussex - 2 £525 -
Data Warehouse
England

For the 6 months to 23 September 2018, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the South East region with a requirement for Data Warehouse.

1 184 (53.96%) Business Intelligence
2 182 (53.37%) SQL
3 153 (44.87%) ETL
4 118 (34.60%) SQL Server
5 117 (34.31%) Analytics
6 106 (31.09%) Agile Software Development
7 97 (28.45%) Oracle
8 93 (27.27%) Big Data
9 88 (25.81%) Microsoft Azure
10 87 (25.51%) SQL Server Integration Services
11 80 (23.46%) Microsoft
12 76 (22.29%) Data Modelling
13 75 (21.99%) Data Lake
14 64 (18.77%) Power BI
15 63 (18.48%) Finance
16 60 (17.60%) Data Quality
17 56 (16.42%) Hadoop
18 53 (15.54%) SQL Server Reporting Services
19 49 (14.37%) Azure Data Factory
20 47 (13.78%) Data Management
21 46 (13.49%) Data Architecture
21 46 (13.49%) Relational Database
22 45 (13.20%) Migration
23 43 (12.61%) Data Integration
24 41 (12.02%) Data Analysis
25 40 (11.73%) Data Governance
26 39 (11.44%) Visualisation
26 39 (11.44%) T-SQL
27 38 (11.14%) Analytical Skills
28 36 (10.56%) Azure SQL Data Warehouse

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 (8.21%) Apache Spark
2 23 (6.74%) SAS
3 13 (3.81%) Apache
4 6 (1.76%) Apache Solr
4 6 (1.76%) SharePoint
5 4 (1.17%) Liferay
6 3 (0.88%) Apache Pig
6 3 (0.88%) IIS
6 3 (0.88%) JBoss
6 3 (0.88%) PowerExchange
6 3 (0.88%) WildFly
7 2 (0.59%) Confluence
7 2 (0.59%) Elasticsearch
7 2 (0.59%) Oracle Application Server
8 1 (0.29%) Adobe Experience Manager
8 1 (0.29%) Alfresco
8 1 (0.29%) Drupal
8 1 (0.29%) FileNet
8 1 (0.29%) LiveCycle
8 1 (0.29%) LiveLink
Applications
1 22 (6.45%) Microsoft Excel
2 10 (2.93%) Microsoft PowerPoint
3 4 (1.17%) Microsoft Office
3 4 (1.17%) MS Visio
4 2 (0.59%) Microsoft Project
Business Applications
1 6 (1.76%) Oracle EBS
2 5 (1.47%) SAP S/4HANA
3 4 (1.17%) HFM
4 3 (0.88%) Oracle ERP
5 2 (0.59%) Adobe Campaign
5 2 (0.59%) Dynamics CRM
5 2 (0.59%) SAP GRC
5 2 (0.59%) Unica
6 1 (0.29%) Oracle Applications
Cloud Services
1 88 (25.81%) Microsoft Azure
2 49 (14.37%) Azure Data Factory
3 26 (7.62%) Amazon AWS
4 11 (3.23%) Azure Machine Learning
5 10 (2.93%) Cortana Intelligence Suite
6 8 (2.35%) Amazon S3
6 8 (2.35%) Google Analytics
7 7 (2.05%) Amazon Kinesis
7 7 (2.05%) Serverless
8 6 (1.76%) Data Lake Analytics
9 5 (1.47%) Amazon EC2
9 5 (1.47%) PaaS
10 4 (1.17%) AWS Lambda
11 3 (0.88%) Azure Active Directory
11 3 (0.88%) Azure Functions
11 3 (0.88%) SaaS
12 2 (0.59%) Amazon SQS
12 2 (0.59%) AWS CloudFormation
12 2 (0.59%) Office 365
12 2 (0.59%) Virtual Private Cloud
Communications & Networking
1 3 (0.88%) ASN.1
1 3 (0.88%) Radio Access Network
1 3 (0.88%) SMS
2 2 (0.59%) HTTP
2 2 (0.59%) Internet
2 2 (0.59%) Intranet
2 2 (0.59%) MQTT
3 1 (0.29%) 3G
3 1 (0.29%) 4G
3 1 (0.29%) Ethernet
3 1 (0.29%) Firewall
3 1 (0.29%) LTE
3 1 (0.29%) Profibus
3 1 (0.29%) SMTP
3 1 (0.29%) SSH
Database & Business Intelligence
1 118 (34.60%) SQL Server
2 93 (27.27%) Big Data
3 87 (25.51%) SQL Server Integration Services
4 75 (21.99%) Data Lake
5 64 (18.77%) Power BI
6 56 (16.42%) Hadoop
7 53 (15.54%) SQL Server Reporting Services
8 46 (13.49%) Relational Database
9 36 (10.56%) Azure SQL Data Warehouse
10 34 (9.97%) NoSQL
11 32 (9.38%) BusinessObjects
12 29 (8.50%) SQL Server Analysis Services
13 26 (7.62%) OLAP
14 25 (7.33%) Azure SQL Database
14 25 (7.33%) Oracle Database
15 24 (7.04%) Apache Hive
16 20 (5.87%) PostgreSQL
17 19 (5.57%) Oracle BI EE
18 18 (5.28%) Qlik Sense
19 17 (4.99%) Oracle Reports
Development Applications
1 15 (4.40%) Jenkins
2 11 (3.23%) JIRA
3 9 (2.64%) Git (software)
4 8 (2.35%) Team Foundation Server
5 7 (2.05%) Oracle APEX
5 7 (2.05%) Visual Studio Team System
6 5 (1.47%) PowerBuilder
6 5 (1.47%) Toad
6 5 (1.47%) Visual Studio
7 3 (0.88%) SoapUI
8 2 (0.59%) Appcelerator Titanium
8 2 (0.59%) ERwin
8 2 (0.59%) Gradle
8 2 (0.59%) JMeter
8 2 (0.59%) LoadRunner
9 1 (0.29%) Ant
9 1 (0.29%) jMock
9 1 (0.29%) Maven
9 1 (0.29%) Subversion
9 1 (0.29%) Xcode
General
1 63 (18.48%) Finance
2 29 (8.50%) Retail
3 15 (4.40%) Marketing
4 14 (4.11%) Telecoms
5 13 (3.81%) Banking
6 7 (2.05%) Publishing
7 6 (1.76%) Billing
8 4 (1.17%) Advertising
8 4 (1.17%) Pharmaceutical
9 3 (0.88%) Investment Banking
10 2 (0.59%) Retail Banking
11 1 (0.29%) Financial Institution
11 1 (0.29%) Law
11 1 (0.29%) Manufacturing
11 1 (0.29%) Spanish Language
Job Titles
1 157 (46.04%) Developer
2 58 (17.01%) Analyst
3 50 (14.66%) SQL Developer
4 44 (12.90%) Architect
5 39 (11.44%) Business Intelligence Developer
6 31 (9.09%) Data Warehouse Developer
6 31 (9.09%) ETL Developer
7 25 (7.33%) Data Architect
8 21 (6.16%) Azure Developer
9 17 (4.99%) Oracle Developer
10 16 (4.69%) Business Analyst
10 16 (4.69%) Consultant
11 15 (4.40%) SSIS Developer
12 14 (4.11%) Data Analyst
13 12 (3.52%) Azure Architect
13 12 (3.52%) Business Intelligence Analyst
13 12 (3.52%) Senior Developer
14 11 (3.23%) Business Intelligence Manager
14 11 (3.23%) Solutions Architect
15 10 (2.93%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 21 (6.16%) Kafka
2 18 (5.28%) Web Services
3 16 (4.69%) JSON
4 13 (3.81%) .NET
5 10 (2.93%) HTML
6 8 (2.35%) CSS
6 8 (2.35%) RESTful
7 7 (2.05%) AngularJS
8 6 (1.76%) React
8 6 (1.76%) XML
9 5 (1.47%) J2EE
9 5 (1.47%) jQuery
9 5 (1.47%) Node.js
10 4 (1.17%) .NET Framework
10 4 (1.17%) Apache Camel
10 4 (1.17%) ASP.NET
10 4 (1.17%) Entity Framework
10 4 (1.17%) HTML5
10 4 (1.17%) Middleware
10 4 (1.17%) Oracle GoldenGate
Miscellaneous
1 38 (11.14%) Analytical Skills
2 15 (4.40%) NHS
3 11 (3.23%) Management Information System
4 9 (2.64%) Data Structures
5 7 (2.05%) Self-Motivation
6 6 (1.76%) Client/Server
6 6 (1.76%) Greenfield Project
6 6 (1.76%) User Experience
7 5 (1.47%) Clustering
7 5 (1.47%) Replication
7 5 (1.47%) Taxonomies
8 4 (1.17%) IBM Mainframe
8 4 (1.17%) Mainframe
8 4 (1.17%) Oracle Exalytics
8 4 (1.17%) Private Cloud
8 4 (1.17%) Reference Data
9 3 (0.88%) Computer Science
9 3 (0.88%) Data Centre
10 2 (0.59%) Algorithms
10 2 (0.59%) Data Protection Act
Operating Systems
1 36 (10.56%) Linux
2 17 (4.99%) Unix
3 9 (2.64%) Windows
4 8 (2.35%) AIX
5 7 (2.05%) Solaris
6 5 (1.47%) Windows Server
7 4 (1.17%) Windows Server 2012
8 2 (0.59%) Windows Server 2008
9 1 (0.29%) Android
9 1 (0.29%) Apple iOS
9 1 (0.29%) CentOS
9 1 (0.29%) Red Hat Enterprise Linux
9 1 (0.29%) VMS
9 1 (0.29%) Windows 10
9 1 (0.29%) Windows 7
Processes & Methodologies
1 184 (53.96%) Business Intelligence
2 153 (44.87%) ETL
3 117 (34.31%) Analytics
4 106 (31.09%) Agile Software Development
5 76 (22.29%) Data Modelling
6 47 (13.78%) Data Management
7 46 (13.49%) Data Architecture
8 45 (13.20%) Migration
9 43 (12.61%) Data Integration
10 41 (12.02%) Data Analysis
11 40 (11.73%) Data Governance
12 39 (11.44%) Visualisation
13 35 (10.26%) Data Analytics
14 32 (9.38%) Scrum
15 30 (8.80%) SDLC
16 29 (8.50%) Business Analytics
17 28 (8.21%) Project Management
18 26 (7.62%) Kimball Methodology
19 24 (7.04%) Waterfall
20 23 (6.74%) High Availability
Programming Languages
1 182 (53.37%) SQL
2 39 (11.44%) T-SQL
3 30 (8.80%) Python
4 27 (7.92%) PL/SQL
5 20 (5.87%) Java
6 19 (5.57%) R
7 17 (4.99%) PowerShell
8 15 (4.40%) JavaScript
9 9 (2.64%) C#
9 9 (2.64%) Shell Script
10 8 (2.35%) Scala
11 7 (2.05%) VBA
12 6 (1.76%) Perl
12 6 (1.76%) U-SQL
13 5 (1.47%) Data Analysis Expressions (DAX)
14 3 (0.88%) Bash Shell
14 3 (0.88%) HiveQL
14 3 (0.88%) MATLAB
14 3 (0.88%) VB
14 3 (0.88%) VC++
Qualifications
1 22 (6.45%) Security Cleared
2 20 (5.87%) SC Cleared
3 15 (4.40%) Degree
4 7 (2.05%) Microsoft Certification
5 3 (0.88%) ISEB
5 3 (0.88%) ISEB Practitioner
5 3 (0.88%) ISTQB Foundation Certification
6 2 (0.59%) Computer Science Degree
6 2 (0.59%) ISTQB
6 2 (0.59%) Master's Degree
6 2 (0.59%) PMI Certification
7 1 (0.29%) BPSS Clearance
7 1 (0.29%) DBS Check
7 1 (0.29%) MCSA
7 1 (0.29%) MCSE
7 1 (0.29%) PMP
7 1 (0.29%) PRINCE2 Certification
7 1 (0.29%) TOGAF Certification
Quality Assurance & Compliance
1 60 (17.60%) Data Quality
2 16 (4.69%) GDPR
3 13 (3.81%) PMO
4 7 (2.05%) PCI DSS
5 3 (0.88%) ISO 9000
5 3 (0.88%) QA
6 2 (0.59%) SLA
System Software
1 10 (2.93%) Docker
2 6 (1.76%) Active Directory
2 6 (1.76%) Virtual Machines
2 6 (1.76%) VMware Infrastructure
3 4 (1.17%) Apache Flume
3 4 (1.17%) HDFS
3 4 (1.17%) VMware ESXi
4 3 (0.88%) Hyper-V
5 1 (0.29%) GPFS
5 1 (0.29%) Veritas Cluster Server
5 1 (0.29%) vSphere
Systems Management
1 11 (3.23%) Opscode Chef
1 11 (3.23%) Puppet
2 8 (2.35%) Terraform
3 5 (1.47%) Kubernetes
4 4 (1.17%) Kibana
5 3 (0.88%) Failover Clustering
5 3 (0.88%) HP ALM
5 3 (0.88%) HP Quality Center
6 2 (0.59%) Ambari
6 2 (0.59%) Ganglia
6 2 (0.59%) Nagios
7 1 (0.29%) Amdocs OSS
7 1 (0.29%) Data Guard
7 1 (0.29%) NetBackup
7 1 (0.29%) Oracle RMAN
7 1 (0.29%) SCVMM
7 1 (0.29%) Systems Management Server (SMS)
Vendors
1 97 (28.45%) Oracle
2 80 (23.46%) Microsoft
3 35 (10.26%) Informatica
3 35 (10.26%) SAP
4 31 (9.09%) Tableau
5 28 (8.21%) Talend
6 17 (4.99%) Cloudera
7 16 (4.69%) IBM
8 12 (3.52%) MicroStrategy
9 11 (3.23%) Ab Initio
9 11 (3.23%) Teradata
10 9 (2.64%) Cognos
11 8 (2.35%) Databricks
11 8 (2.35%) Google
11 8 (2.35%) HP
12 7 (2.05%) VMware
12 7 (2.05%) Workday
13 4 (1.17%) Greenplum
13 4 (1.17%) Hyperion
13 4 (1.17%) MapR