Period
to 13 November 2019

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 13 November 2019 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
13 Nov 2019
Same period 2018 Same period 2017
Rank 108 132 102
Rank change year-on-year +24 -30 -9
Contract jobs citing Data Warehouse 294 310 371
As % of all contract IT jobs advertised in the South East 2.15% 1.86% 2.22%
As % of the Database & Business Intelligence category 10.99% 8.65% 10.49%
Number of daily rates quoted 176 197 298
South East median daily rate £465 £450 £400
Median daily rate % change year-on-year +3.33% +12.43% -3.55%
10th Percentile £331 £331 £300
90th Percentile £638 £588 £546
England median daily rate £475 £450 £450
% change year-on-year +5.56% - +2.86%
Number of hourly rates quoted 11 2 1
South East median hourly rate £72.00 £40.00 £29.50
Median hourly rate % change year-on-year +80.00% +35.59% -42.72%
10th Percentile £18.00 £25.25 £27.75
90th Percentile £73.75 £56.75 £31.25
England median hourly rate £31.29 £20.25 £28.00
% change year-on-year +54.52% -27.68% -33.33%

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 2,674 3,582 3,536
As % of all contract IT jobs advertised in the South East 19.53% 21.53% 21.12%
Number of daily rates quoted 1,624 2,332 2,243
South East median daily rate £450 £450 £410
Median daily rate % change year-on-year - +9.76% +2.50%
10th Percentile £300 £313 £292
90th Percentile £603 £575 £555
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 83 44 57
South East median hourly rate £37.50 £35.00 £42.50
Median hourly rate % change year-on-year +7.14% -17.65% +41.67%
10th Percentile £15.23 £17.63 £9.25
90th Percentile £77.75 £59.25 £50.00
England median hourly rate £31.50 £33.50 £31.23
% change year-on-year -5.97% +7.27% +11.54%

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 13 November 2019.

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 13 November 2019.

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 13 November 2019. 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 +16 112 £450 - 47
Hampshire +54 81 £490 +5.66% 3
Berkshire -1 63 £471 +14.24% 33
Surrey +5 39 £475 +3.83% 3
Buckinghamshire +30 37 £400 -21.95% 14
West Sussex +28 29 £375 -9.09% 6
Oxfordshire +6 12 £500 +5.26% 1
East Sussex -5 12 £747 +61.49% 1
Kent +8 9 £330 -2.22% 5
Sussex 0 5 £488 -7.14%
Middlesex +3 1 - -
Data Warehouse
England

For the 6 months to 13 November 2019, 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.

1 187 (63.61%) SQL
2 180 (61.22%) Business Intelligence
3 137 (46.60%) ETL
4 113 (38.44%) SQL Server Integration Services
5 93 (31.63%) SQL Server
5 93 (31.63%) Azure
6 92 (31.29%) Microsoft
7 83 (28.23%) Agile Software Development
8 79 (26.87%) Power BI
8 79 (26.87%) Power Platform
9 75 (25.51%) Data Lake
9 75 (25.51%) Data Modelling
10 65 (22.11%) Analytics
11 59 (20.07%) Oracle
12 57 (19.39%) SQL Server Reporting Services
13 54 (18.37%) SQL Server Analysis Services
14 52 (17.69%) Migration
15 51 (17.35%) Python
16 50 (17.01%) T-SQL
16 50 (17.01%) SC Cleared
16 50 (17.01%) Security Cleared
17 45 (15.31%) Data Integration
18 44 (14.97%) Data Quality
19 42 (14.29%) Azure SQL Data Warehouse
20 41 (13.95%) Tableau
21 38 (12.93%) Big Data
21 38 (12.93%) Visualisation
21 38 (12.93%) Azure Data Factory
22 37 (12.59%) Data Governance
22 37 (12.59%) Relational Database

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 15 (5.10%) SAS
2 7 (2.38%) Apache
2 7 (2.38%) Tomcat
2 7 (2.38%) WebLogic
3 3 (1.02%) Exchange Server 2010
3 3 (1.02%) Exchange Server 2013
3 3 (1.02%) MS Exchange
4 2 (0.68%) Confluence
5 1 (0.34%) Cloud Foundry
5 1 (0.34%) CMS
5 1 (0.34%) Documentum
5 1 (0.34%) Oracle Workflow
5 1 (0.34%) SharePoint
Applications
1 32 (10.88%) Microsoft Excel
2 12 (4.08%) Microsoft PowerPoint
3 7 (2.38%) Microsoft Office
4 3 (1.02%) MS Visio
5 2 (0.68%) SPSS
Business Applications
1 8 (2.72%) Oracle Applications
2 2 (0.68%) Dynamics CRM
2 2 (0.68%) Oracle EBS
2 2 (0.68%) Oracle EBS R12
3 1 (0.34%) Adobe Campaign
3 1 (0.34%) Oracle 11i
3 1 (0.34%) Oracle ERP
3 1 (0.34%) Scribe Insight
3 1 (0.34%) Unit4 Business World
Cloud Services
1 93 (31.63%) Azure
2 79 (26.87%) Power Platform
3 38 (12.93%) Azure Data Factory
4 29 (9.86%) AWS
5 27 (9.18%) PaaS
6 25 (8.50%) IaaS
7 19 (6.46%) iPaaS
7 19 (6.46%) Serverless
8 18 (6.12%) SaaS
9 9 (3.06%) Amazon EMR
9 9 (3.06%) Amazon S3
9 9 (3.06%) Data Lake Analytics
10 6 (2.04%) Azure Machine Learning
11 4 (1.36%) Amazon EC2
11 4 (1.36%) AWS CloudFormation
11 4 (1.36%) GitHub
12 3 (1.02%) Adobe Analytics
12 3 (1.02%) Dynamics 365
12 3 (1.02%) Mimecast
12 3 (1.02%) Office 365
Communications & Networking
1 2 (0.68%) Internet
2 1 (0.34%) ATM
2 1 (0.34%) Extranet
2 1 (0.34%) Intranet
2 1 (0.34%) MQTT
2 1 (0.34%) Network Security
Database & Business Intelligence
1 113 (38.44%) SQL Server Integration Services
2 93 (31.63%) SQL Server
3 79 (26.87%) Power BI
4 75 (25.51%) Data Lake
5 57 (19.39%) SQL Server Reporting Services
6 54 (18.37%) SQL Server Analysis Services
7 42 (14.29%) Azure SQL Data Warehouse
8 38 (12.93%) Big Data
9 37 (12.59%) Relational Database
10 29 (9.86%) Azure SQL Database
11 28 (9.52%) Cosmos DB
11 28 (9.52%) Data Mart
12 23 (7.82%) Oracle Database
13 22 (7.48%) Hadoop
14 21 (7.14%) SQL Server 2012
15 20 (6.80%) OLAP
16 18 (6.12%) BusinessObjects
17 16 (5.44%) Oracle ODI
18 12 (4.08%) HDInsight
18 12 (4.08%) PowerPivot
Development Applications
1 22 (7.48%) Git (software)
2 14 (4.76%) JIRA
3 13 (4.42%) Visual Studio
4 9 (3.06%) Subversion
5 8 (2.72%) Bugzilla
6 7 (2.38%) Oracle APEX
7 5 (1.70%) Jenkins
7 5 (1.70%) Visual Studio Team System
8 4 (1.36%) Atlassian Bamboo
8 4 (1.36%) Concordion
8 4 (1.36%) Cucumber
8 4 (1.36%) EasyMock
8 4 (1.36%) Gradle
8 4 (1.36%) Maven
8 4 (1.36%) Mockito
8 4 (1.36%) SQL Server Management Studio (SSMS)
8 4 (1.36%) Team Foundation Server
8 4 (1.36%) TeamCity
9 3 (1.02%) ERwin
9 3 (1.02%) Toad
General
1 19 (6.46%) Finance
2 18 (6.12%) Retail
3 15 (5.10%) Telecoms
4 12 (4.08%) Manufacturing
5 9 (3.06%) Legal
5 9 (3.06%) Public Sector
6 6 (2.04%) Marketing
7 3 (1.02%) Electronics
7 3 (1.02%) Military
8 2 (0.68%) Banking
8 2 (0.68%) International Banking
8 2 (0.68%) Pharmaceutical
8 2 (0.68%) Police
9 1 (0.34%) Automotive
9 1 (0.34%) Billing
9 1 (0.34%) Local Government
9 1 (0.34%) Publishing
Job Titles
1 109 (37.07%) Developer
2 51 (17.35%) Architect
3 47 (15.99%) Analyst
4 35 (11.90%) Business Intelligence Developer
5 30 (10.20%) Data Architect
6 26 (8.84%) SQL Developer
7 21 (7.14%) Business Intelligence Analyst
8 19 (6.46%) Data Analyst
9 17 (5.78%) Azure Architect
9 17 (5.78%) ETL Developer
10 16 (5.44%) Integration Architect
11 15 (5.10%) Data Engineer
11 15 (5.10%) DBA
12 13 (4.42%) SQL Analyst
13 12 (4.08%) Azure Developer
13 12 (4.08%) Business Analyst
13 12 (4.08%) Consultant
13 12 (4.08%) Oracle Developer
14 10 (3.40%) Administrator
14 10 (3.40%) Database Developer
Libraries, Frameworks & Software Standards
1 23 (7.82%) MDX
2 20 (6.80%) .NET
3 18 (6.12%) REST
3 18 (6.12%) SOAP
4 13 (4.42%) Web Services
5 10 (3.40%) HTML
5 10 (3.40%) XML
6 7 (2.38%) XSLT
7 4 (1.36%) Django
7 4 (1.36%) Flask
7 4 (1.36%) Gherkin
7 4 (1.36%) NumPy
7 4 (1.36%) Pandas
8 3 (1.02%) CSS
8 3 (1.02%) Java EE
8 3 (1.02%) JPA
8 3 (1.02%) JSON
8 3 (1.02%) Node.js
8 3 (1.02%) Oracle GoldenGate
9 2 (0.68%) Middleware
Miscellaneous
1 32 (10.88%) Analytical Skills
2 22 (7.48%) Management Information System
3 11 (3.74%) Data Structures
3 11 (3.74%) Linux Command Line
3 11 (3.74%) Private Cloud
4 7 (2.38%) Derivative
4 7 (2.38%) NHS
5 6 (2.04%) Self-Motivation
6 5 (1.70%) Clustering
6 5 (1.70%) Life Science
7 3 (1.02%) Enterprise Software
7 3 (1.02%) Greenfield Project
8 2 (0.68%) Algorithms
8 2 (0.68%) Hybrid Cloud
8 2 (0.68%) Reference Data
8 2 (0.68%) Replication
8 2 (0.68%) Smart Meter
8 2 (0.68%) Virtual Team
9 1 (0.34%) Cloud Native
9 1 (0.34%) DataPower
Operating Systems
1 19 (6.46%) Linux
2 10 (3.40%) Unix
2 10 (3.40%) Windows
3 9 (3.06%) Oracle Linux
4 7 (2.38%) VMS
5 5 (1.70%) Windows Server
6 4 (1.36%) AIX
7 1 (0.34%) Red Hat Enterprise Linux
7 1 (0.34%) SUSE
Processes & Methodologies
1 180 (61.22%) Business Intelligence
2 137 (46.60%) ETL
3 83 (28.23%) Agile Software Development
4 75 (25.51%) Data Modelling
5 65 (22.11%) Analytics
6 52 (17.69%) Migration
7 45 (15.31%) Data Integration
8 38 (12.93%) Visualisation
9 37 (12.59%) Data Governance
10 36 (12.24%) Machine Learning
10 36 (12.24%) Performance Tuning
11 35 (11.90%) DevOps
12 29 (9.86%) Data Analysis
13 28 (9.52%) Data Architecture
14 26 (8.84%) Data Migration
15 25 (8.50%) Scrum
16 23 (7.82%) Master Data Management
17 20 (6.80%) Data Management
17 20 (6.80%) High Availability
17 20 (6.80%) Problem-Solving
Programming Languages
1 187 (63.61%) SQL
2 51 (17.35%) Python
3 50 (17.01%) T-SQL
4 32 (10.88%) C#
5 25 (8.50%) PL/SQL
6 20 (6.80%) Data Analysis Expressions (DAX)
6 20 (6.80%) R
7 14 (4.76%) Java
7 14 (4.76%) JavaScript
8 13 (4.42%) VBA
9 9 (3.06%) U-SQL
10 7 (2.38%) ABAP
10 7 (2.38%) PowerShell
10 7 (2.38%) SAS Macro
11 6 (2.04%) Scala
12 4 (1.36%) PHP
12 4 (1.36%) Shell Script
12 4 (1.36%) VB.NET
12 4 (1.36%) VBScript
13 3 (1.02%) Ruby
Qualifications
1 50 (17.01%) SC Cleared
1 50 (17.01%) Security Cleared
2 25 (8.50%) Degree
3 7 (2.38%) DBS Check
4 5 (1.70%) Microsoft Certification
5 4 (1.36%) AWS Certification
5 4 (1.36%) Computer Science Degree
6 3 (1.02%) MCDBA
6 3 (1.02%) MCITP
6 3 (1.02%) TOGAF Certification
7 2 (0.68%) BPSS Clearance
7 2 (0.68%) ISEB
7 2 (0.68%) PMI Certification
7 2 (0.68%) PMP
8 1 (0.34%) DV Cleared
8 1 (0.34%) Oracle Certification
Quality Assurance & Compliance
1 44 (14.97%) Data Quality
2 7 (2.38%) QA
2 7 (2.38%) SLA
3 4 (1.36%) ISO/IEC 27001
4 3 (1.02%) NCSC
4 3 (1.02%) PMO
5 2 (0.68%) Disclosure Scotland
5 2 (0.68%) GDPR
6 1 (0.34%) BS7799
6 1 (0.34%) SNOMED CT
System Software
1 7 (2.38%) Docker
2 5 (1.70%) Active Directory
3 3 (1.02%) Hyper-V
3 3 (1.02%) Oracle RAC
3 3 (1.02%) Virtual Machines
3 3 (1.02%) VMware Infrastructure
4 2 (0.68%) HDFS
Systems Management
1 8 (2.72%) Terraform
2 7 (2.38%) Ansible
2 7 (2.38%) Kubernetes
3 3 (1.02%) Opscode Chef
3 3 (1.02%) Oracle RMAN
3 3 (1.02%) Puppet
3 3 (1.02%) Single Sign-On
4 1 (0.34%) Data Guard
4 1 (0.34%) Oracle Enterprise Manager
Vendors
1 92 (31.29%) Microsoft
2 59 (20.07%) Oracle
3 41 (13.95%) Tableau
4 35 (11.90%) Databricks
5 19 (6.46%) SAP
6 13 (4.42%) Informatica
6 13 (4.42%) Talend
7 8 (2.72%) Remedy
8 7 (2.38%) Salesforce.com
9 6 (2.04%) IBM
10 5 (1.70%) MicroStrategy
11 4 (1.36%) Adobe
11 4 (1.36%) TIBCO
12 3 (1.02%) Ab Initio
12 3 (1.02%) Alteryx
12 3 (1.02%) Citrix
12 3 (1.02%) Dell
12 3 (1.02%) Google
12 3 (1.02%) Maxymiser
12 3 (1.02%) VMware