Period
to 9 December 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 9 December 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
9 Dec 2018
Same period 2017 Same period 2016
Rank 144 109 99
Rank change year-on-year -35 -10 -28
Contract jobs citing Data Warehouse 312 359 374
As % of all contract IT jobs advertised in the South East 1.85% 2.16% 2.28%
As % of the Database & Business Intelligence category 8.50% 10.38% 11.51%
Number of daily rates quoted 197 298 243
South East median daily rate £450 £400 £415
Median daily rate % change year-on-year +12.43% -3.55% -2.35%
10th Percentile £331 £300 £301
90th Percentile £600 £529 £596
England median daily rate £450 £450 £438
% change year-on-year - +2.86% +2.94%
Number of hourly rates quoted 2 2 3
South East median hourly rate £40.00 £42.25 £51.50
Median hourly rate % change year-on-year -5.33% -17.96% +102.44%
10th Percentile £25.25 £30.48 £21.55
90th Percentile £56.75 £52.63 £52.25
England median hourly rate £18.50 £27.00 £41.00
% change year-on-year -31.48% -34.15% +62.57%

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 3,669 3,460 3,249
As % of all contract IT jobs advertised in the South East 21.74% 20.78% 19.85%
Number of daily rates quoted 2,369 2,204 1,940
South East median daily rate £450 £425 £400
Median daily rate % change year-on-year +6.01% +6.13% +5.26%
10th Percentile £313 £300 £275
90th Percentile £588 £570 £538
England median daily rate £475 £463 £425
% change year-on-year +2.70% +8.82% +1.80%
Number of hourly rates quoted 46 47 81
South East median hourly rate £37.50 £42.50 £20.50
Median hourly rate % change year-on-year -11.76% +107.32% -21.06%
10th Percentile £18.69 £12.08 £9.25
90th Percentile £57.41 £49.25 £52.25
England median hourly rate £35.00 £32.50 £27.50
% change year-on-year +7.69% +18.18% -

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 9 December 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 9 December 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 9 December 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 -37 124 £450 +5.88% 37
Surrey +2 72 £450 - 16
Berkshire -51 62 £425 -5.56% 27
Hampshire -17 51 £464 +13.11% 16
Oxfordshire +18 35 £475 +1.33% 6
Buckinghamshire +4 26 £600 +79.10% 4
East Sussex -6 17 £525 +52.17% 2
West Sussex -16 15 £395 +1.94% 3
Kent -9 11 £338 -1.82% 7
Middlesex +16 8 £275 -31.25% 1
Sussex - 1 £550 -
Data Warehouse
England

For the 6 months to 9 December 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.

1 173 (55.45%) SQL
2 158 (50.64%) Business Intelligence
3 132 (42.31%) ETL
4 102 (32.69%) SQL Server
5 98 (31.41%) Agile Software Development
6 82 (26.28%) Analytics
7 81 (25.96%) Big Data
8 80 (25.64%) Microsoft Azure
9 79 (25.32%) SQL Server Integration Services
10 70 (22.44%) Data Lake
11 65 (20.83%) Microsoft
12 63 (20.19%) Power BI
13 58 (18.59%) Oracle
14 55 (17.63%) Finance
15 52 (16.67%) Migration
16 51 (16.35%) Data Modelling
17 48 (15.38%) SQL Server Reporting Services
18 47 (15.06%) Hadoop
19 42 (13.46%) Azure Data Factory
20 41 (13.14%) T-SQL
21 40 (12.82%) Data Management
21 40 (12.82%) Data Architecture
21 40 (12.82%) Relational Database
22 39 (12.50%) Data Quality
23 38 (12.18%) Azure SQL Data Warehouse
24 35 (11.22%) Data Analysis
25 33 (10.58%) Informatica
25 33 (10.58%) Data Integration
26 32 (10.26%) SDLC
27 30 (9.62%) Analytical Skills

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 30 (9.62%) Apache Spark
2 24 (7.69%) SAS
3 13 (4.17%) Apache
4 6 (1.92%) Apache Pig
5 5 (1.60%) Confluence
6 2 (0.64%) Apache Solr
6 2 (0.64%) Elasticsearch
6 2 (0.64%) Oracle Application Server
6 2 (0.64%) PowerExchange
6 2 (0.64%) SharePoint
7 1 (0.32%) Appian
7 1 (0.32%) Liferay
7 1 (0.32%) Oracle SOA Suite
7 1 (0.32%) SharePoint 2010
7 1 (0.32%) SharePoint 2013
Applications
1 17 (5.45%) Microsoft Excel
2 8 (2.56%) Microsoft Office
3 4 (1.28%) MS Visio
4 2 (0.64%) Microsoft PowerPoint
5 1 (0.32%) InfoPath
5 1 (0.32%) Microsoft Project
Business Applications
1 9 (2.88%) Oracle EBS
2 7 (2.24%) Dynamics CRM
3 4 (1.28%) HFM
4 3 (0.96%) Dynamics NAV
5 2 (0.64%) Adobe Campaign
5 2 (0.64%) Dynamics AX
5 2 (0.64%) Markit EDM
5 2 (0.64%) Unica
6 1 (0.32%) Cognos Business Intelligence
6 1 (0.32%) NetSuite
6 1 (0.32%) Oracle Applications
6 1 (0.32%) SAP GRC
6 1 (0.32%) SAP S/4HANA
6 1 (0.32%) Sonata
Cloud Services
1 80 (25.64%) Microsoft Azure
2 42 (13.46%) Azure Data Factory
3 27 (8.65%) Amazon AWS
4 8 (2.56%) Cortana Intelligence Suite
5 7 (2.24%) Google Analytics
6 6 (1.92%) Amazon EC2
6 6 (1.92%) Serverless
7 5 (1.60%) AWS CloudFormation
7 5 (1.60%) AWS Lambda
7 5 (1.60%) Office 365
8 4 (1.28%) Amazon Kinesis
8 4 (1.28%) Data Lake Analytics
8 4 (1.28%) PaaS
9 3 (0.96%) Amazon S3
9 3 (0.96%) Amazon SQS
9 3 (0.96%) Azure Machine Learning
10 2 (0.64%) Amazon EMR
10 2 (0.64%) G Suite
10 2 (0.64%) Google Cloud Platform
10 2 (0.64%) Virtual Private Cloud
Communications & Networking
1 3 (0.96%) MQTT
1 3 (0.96%) SMS
2 2 (0.64%) ASN.1
2 2 (0.64%) Firewall
2 2 (0.64%) FTP
2 2 (0.64%) Radio Access Network
3 1 (0.32%) 3G
3 1 (0.32%) 4G
3 1 (0.32%) Ethernet
3 1 (0.32%) Internet
3 1 (0.32%) LTE
3 1 (0.32%) Profibus
3 1 (0.32%) SMTP
3 1 (0.32%) Wireless
Database & Business Intelligence
1 102 (32.69%) SQL Server
2 81 (25.96%) Big Data
3 79 (25.32%) SQL Server Integration Services
4 70 (22.44%) Data Lake
5 63 (20.19%) Power BI
6 48 (15.38%) SQL Server Reporting Services
7 47 (15.06%) Hadoop
8 40 (12.82%) Relational Database
9 38 (12.18%) Azure SQL Data Warehouse
10 26 (8.33%) Apache Hive
11 25 (8.01%) Azure SQL Database
11 25 (8.01%) NoSQL
12 22 (7.05%) OLAP
13 21 (6.73%) SQL Server Analysis Services
14 17 (5.45%) BusinessObjects
14 17 (5.45%) Oracle BI EE
14 17 (5.45%) Qlik Sense
15 15 (4.81%) Oracle Database
15 15 (4.81%) Oracle Reports
15 15 (4.81%) SQL Server 2012
Development Applications
1 16 (5.13%) Jenkins
2 11 (3.53%) JIRA
3 10 (3.21%) Team Foundation Server
4 8 (2.56%) Oracle APEX
5 7 (2.24%) PowerBuilder
5 7 (2.24%) Toad
6 6 (1.92%) Visual Studio
7 5 (1.60%) Git (software)
7 5 (1.60%) Visual Studio Team System
8 3 (0.96%) Gradle
8 3 (0.96%) SoapUI
8 3 (0.96%) Subversion
9 2 (0.64%) Selenium
10 1 (0.32%) jMock
10 1 (0.32%) Karma Test Runner
10 1 (0.32%) PhpStorm
10 1 (0.32%) Sinon.JS
10 1 (0.32%) SonarQube
10 1 (0.32%) SQL Server Management Studio (SSMS)
10 1 (0.32%) webpack
General
1 55 (17.63%) Finance
2 20 (6.41%) Retail
3 11 (3.53%) Telecoms
4 8 (2.56%) Marketing
5 6 (1.92%) Advertising
5 6 (1.92%) Banking
5 6 (1.92%) Pharmaceutical
6 4 (1.28%) Publishing
7 3 (0.96%) Billing
7 3 (0.96%) Investment Banking
8 1 (0.32%) Back Office
8 1 (0.32%) Law
8 1 (0.32%) Legal
8 1 (0.32%) Manufacturing
Job Titles
1 141 (45.19%) Developer
2 59 (18.91%) Analyst
3 48 (15.38%) SQL Developer
4 37 (11.86%) Architect
5 33 (10.58%) Business Intelligence Developer
6 27 (8.65%) Business Analyst
7 26 (8.33%) Consultant
8 25 (8.01%) Data Architect
8 25 (8.01%) Data Warehouse Developer
8 25 (8.01%) ETL Developer
9 19 (6.09%) Azure Developer
9 19 (6.09%) SSIS Developer
10 18 (5.77%) Senior Developer
11 14 (4.49%) Analyst Developer
11 14 (4.49%) Oracle Developer
11 14 (4.49%) Project Manager
12 12 (3.85%) Data Business Analyst
13 11 (3.53%) Data Analyst
13 11 (3.53%) Data Engineer
13 11 (3.53%) Power BI Developer
Libraries, Frameworks & Software Standards
1 15 (4.81%) Kafka
2 14 (4.49%) .NET
3 12 (3.85%) Web Services
4 10 (3.21%) RESTful
5 8 (2.56%) HTML
5 8 (2.56%) JSON
5 8 (2.56%) Node.js
6 7 (2.24%) CSS
6 7 (2.24%) REST
7 6 (1.92%) .NET Framework
7 6 (1.92%) Entity Framework
7 6 (1.92%) Middleware
7 6 (1.92%) XML
8 5 (1.60%) AngularJS
8 5 (1.60%) React
9 4 (1.28%) .NET Core
9 4 (1.28%) Oracle GoldenGate
9 4 (1.28%) SOAP
10 3 (0.96%) ASP.NET Web API
11 2 (0.64%) TensorFlow
Miscellaneous
1 30 (9.62%) Analytical Skills
2 15 (4.81%) Self-Motivation
3 11 (3.53%) Management Information System
4 10 (3.21%) Greenfield Project
5 8 (2.56%) NHS
6 6 (1.92%) Data Structures
7 5 (1.60%) Reference Data
8 4 (1.28%) Oracle Exalytics
8 4 (1.28%) Private Cloud
8 4 (1.28%) Replication
9 3 (0.96%) Client/Server
9 3 (0.96%) Clustering
9 3 (0.96%) Taxonomies
10 2 (0.64%) Algorithms
10 2 (0.64%) Data Protection Act
10 2 (0.64%) Smart Meter
10 2 (0.64%) User Experience
11 1 (0.32%) Data Centre
11 1 (0.32%) Fintech
11 1 (0.32%) Smart Home
Operating Systems
1 12 (3.85%) Linux
2 8 (2.56%) AIX
3 7 (2.24%) Windows
4 3 (0.96%) Unix
5 2 (0.64%) Android
5 2 (0.64%) Windows Server
Processes & Methodologies
1 158 (50.64%) Business Intelligence
2 132 (42.31%) ETL
3 98 (31.41%) Agile Software Development
4 82 (26.28%) Analytics
5 52 (16.67%) Migration
6 51 (16.35%) Data Modelling
7 40 (12.82%) Data Architecture
7 40 (12.82%) Data Management
8 35 (11.22%) Data Analysis
9 33 (10.58%) Data Integration
10 32 (10.26%) SDLC
11 29 (9.29%) Data Migration
11 29 (9.29%) Project Management
12 26 (8.33%) Visualisation
13 25 (8.01%) Business Analysis
13 25 (8.01%) Scrum
14 24 (7.69%) Kimball Methodology
15 22 (7.05%) Data Governance
16 21 (6.73%) DevOps
16 21 (6.73%) Waterfall
Programming Languages
1 173 (55.45%) SQL
2 41 (13.14%) T-SQL
3 25 (8.01%) Python
4 21 (6.73%) PL/SQL
5 18 (5.77%) C#
6 15 (4.81%) R
7 14 (4.49%) Java
8 13 (4.17%) JavaScript
9 10 (3.21%) Shell Script
10 9 (2.88%) PowerShell
11 8 (2.56%) Scala
12 7 (2.24%) VB
13 6 (1.92%) VBA
14 3 (0.96%) Data Analysis Expressions (DAX)
14 3 (0.96%) MATLAB
15 2 (0.64%) ABAP
15 2 (0.64%) Bash Shell
15 2 (0.64%) Perl
16 1 (0.32%) TypeScript
16 1 (0.32%) U-SQL
Qualifications
1 21 (6.73%) Security Cleared
2 19 (6.09%) SC Cleared
3 18 (5.77%) Degree
4 5 (1.60%) ISEB
4 5 (1.60%) TOGAF Certification
5 4 (1.28%) ISTQB Foundation Certification
6 3 (0.96%) ISEB Practitioner
6 3 (0.96%) ISTQB
6 3 (0.96%) Microsoft Certification
7 2 (0.64%) Master's Degree
8 1 (0.32%) BPSS Clearance
8 1 (0.32%) MCSA
8 1 (0.32%) MCSE
8 1 (0.32%) PMI Certification
8 1 (0.32%) PMP
8 1 (0.32%) PRINCE2 Certification
Quality Assurance & Compliance
1 39 (12.50%) Data Quality
2 13 (4.17%) GDPR
3 7 (2.24%) PMO
4 5 (1.60%) PCI DSS
5 3 (0.96%) ISO 9000
6 2 (0.64%) QA
7 1 (0.32%) GAMP
7 1 (0.32%) SLA
System Software
1 4 (1.28%) Docker
2 3 (0.96%) Active Directory
3 2 (0.64%) Apache Flume
3 2 (0.64%) HDFS
4 1 (0.32%) Virtual Machines
4 1 (0.32%) VMware ESXi
4 1 (0.32%) VMware Infrastructure
4 1 (0.32%) vSphere
Systems Management
1 6 (1.92%) Opscode Chef
1 6 (1.92%) Puppet
2 3 (0.96%) HP ALM
2 3 (0.96%) HP Quality Center
2 3 (0.96%) Terraform
3 2 (0.64%) Ambari
3 2 (0.64%) Ganglia
3 2 (0.64%) Kubernetes
3 2 (0.64%) Nagios
3 2 (0.64%) Oozie
4 1 (0.32%) Amdocs OSS
4 1 (0.32%) Microsoft Intune
4 1 (0.32%) SCOrch
4 1 (0.32%) Single Sign-On
4 1 (0.32%) Systems Management Server (SMS)
Vendors
1 65 (20.83%) Microsoft
2 58 (18.59%) Oracle
3 33 (10.58%) Informatica
4 27 (8.65%) Tableau
5 20 (6.41%) Talend
6 17 (5.45%) SAP
7 14 (4.49%) Cloudera
7 14 (4.49%) Teradata
8 12 (3.85%) Ab Initio
9 11 (3.53%) MicroStrategy
10 9 (2.88%) Google
11 7 (2.24%) Databricks
11 7 (2.24%) Workday
12 6 (1.92%) HP
13 5 (1.60%) IBM
14 4 (1.28%) Cognos
14 4 (1.28%) Hortonworks
14 4 (1.28%) Hyperion
15 3 (0.96%) MapR
15 3 (0.96%) Planview