Period
to 19 June 2019

The following table provides summary statistics for contract job vacancies advertised in the South West 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 19 June 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 West
6 months to
19 Jun 2019
Same period 2018 Same period 2017
Rank 116 62 78
Rank change year-on-year -54 +16 -10
Contract jobs citing Data Warehouse 104 158 136
As % of all contract IT jobs advertised in the South West 1.74% 3.16% 2.60%
As % of the Database & Business Intelligence category 9.47% 15.06% 13.74%
Number of daily rates quoted 79 119 96
South West median daily rate £438 £450 £400
Median daily rate % change year-on-year -2.78% +12.50% -3.03%
10th Percentile £310 £360 £305
90th Percentile £613 £538 £519
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +4.59%
Number of hourly rates quoted 1 1 2
South West median hourly rate £17.50 £140.00 £40.00
Median hourly rate % change year-on-year -87.50% +250.00% +3.23%
10th Percentile £16.25 £135.00 £37.50
90th Percentile £18.75 £145.00 £42.50
England median hourly rate £18.19 £30.75 £34.62
% change year-on-year -40.85% -11.18% +28.58%

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 West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Contract vacancies with a requirement for database or business intelligence skills 1,098 1,049 990
As % of all contract IT jobs advertised in the South West 18.36% 20.99% 18.90%
Number of daily rates quoted 774 712 638
South West median daily rate £450 £415 £385
Median daily rate % change year-on-year +8.43% +7.79% +2.67%
10th Percentile £313 £288 £263
90th Percentile £600 £562 £525
England median daily rate £485 £475 £450
% change year-on-year +2.11% +5.56% +5.88%
Number of hourly rates quoted 24 9 24
South West median hourly rate £28.00 £36.50 £40.00
Median hourly rate % change year-on-year -23.29% -8.75% +17.65%
10th Percentile £10.08 £21.50 £12.90
90th Percentile £43.95 £69.00 £48.75
England median hourly rate £35.00 £35.00 £27.50
% change year-on-year - +27.27% -14.60%

Data Warehouse
Job Vacancy Trend in the South West

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

Job vacancy trend for Data Warehouse in the South West

Data Warehouse
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for Data Warehouse in the South West

Data Warehouse
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing Data Warehouse in the South West over the 6 months to 19 June 2019.

Contractor daily rate histogram for Data Warehouse in the South West

Data Warehouse
Contractor Hourly Rate Trend in the South West

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

Contractor hourly rate trend for Data Warehouse in the South West

Data Warehouse
Contract Job Locations in the South West

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 West region over the 6 months to 19 June 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
Wiltshire -40 29 £475 +5.56% 2
Bristol -30 28 £463 +6.02% 4
Gloucestershire -31 23 £425 -5.03% 2
Devon -2 12 £415 +3.75%
Somerset +1 7 £413 -21.43% 8
Cornwall +1 1 £400 -
Data Warehouse
England

For the 6 months to 19 June 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 West region with a requirement for Data Warehouse.

1 65 (62.50%) SQL
2 50 (48.08%) SQL Server
3 40 (38.46%) Business Intelligence
3 40 (38.46%) Microsoft Azure
4 37 (35.58%) SQL Server Integration Services
5 36 (34.62%) ETL
6 31 (29.81%) Microsoft
7 30 (28.85%) Power BI
7 30 (28.85%) Power Platform
8 27 (25.96%) Amazon AWS
9 26 (25.00%) SQL Server Reporting Services
10 22 (21.15%) Agile Software Development
11 19 (18.27%) Finance
11 19 (18.27%) SQL Server Analysis Services
12 18 (17.31%) Migration
13 17 (16.35%) Data Modelling
13 17 (16.35%) T-SQL
13 17 (16.35%) Analytics
14 16 (15.38%) Visualisation
14 16 (15.38%) Azure SQL Data Warehouse
14 16 (15.38%) Problem-Solving
15 14 (13.46%) Big Data
16 13 (12.50%) Security Cleared
16 13 (12.50%) Amazon Redshift
17 12 (11.54%) Data Lake
17 12 (11.54%) Azure Data Factory
17 12 (11.54%) Hadoop
17 12 (11.54%) Oracle
18 11 (10.58%) Data Migration
19 10 (9.62%) Analytical Skills

Data Warehouse
Co-occurring IT Skills in the South West 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 6 (5.77%) Apache Spark
2 5 (4.81%) SharePoint
3 2 (1.92%) Apache
4 1 (0.96%) Apache Solr
4 1 (0.96%) Confluence
4 1 (0.96%) Liferay
4 1 (0.96%) Moodle
4 1 (0.96%) Sitefinity
4 1 (0.96%) Umbraco
4 1 (0.96%) WordPress
Applications
1 7 (6.73%) Microsoft Excel
2 4 (3.85%) Microsoft Office
3 3 (2.88%) InfoPath
4 2 (1.92%) MS Visio
5 1 (0.96%) Microsoft PowerPoint
5 1 (0.96%) Spreadsheet
Business Applications
1 2 (1.92%) Dynamics CRM
2 1 (0.96%) Dynamics AX
2 1 (0.96%) Dynamics NAV
2 1 (0.96%) NetSuite
Cloud Services
1 40 (38.46%) Microsoft Azure
2 30 (28.85%) Power Platform
3 27 (25.96%) Amazon AWS
4 12 (11.54%) Azure Data Factory
5 5 (4.81%) PowerApps
6 4 (3.85%) Amazon EMR
6 4 (3.85%) iPaaS
6 4 (3.85%) Office 365
7 2 (1.92%) Amazon Kinesis
7 2 (1.92%) Amazon S3
7 2 (1.92%) AWS Lambda
7 2 (1.92%) Dynamics 365
7 2 (1.92%) Google Cloud Platform
7 2 (1.92%) PaaS
7 2 (1.92%) SaaS
7 2 (1.92%) Serverless
8 1 (0.96%) GitHub
8 1 (0.96%) IaaS
8 1 (0.96%) IBM Cloud
8 1 (0.96%) Qubole
Communications & Networking
1 1 (0.96%) Remote Desktop
Database & Business Intelligence
1 50 (48.08%) SQL Server
2 37 (35.58%) SQL Server Integration Services
3 30 (28.85%) Power BI
4 26 (25.00%) SQL Server Reporting Services
5 19 (18.27%) SQL Server Analysis Services
6 16 (15.38%) Azure SQL Data Warehouse
7 14 (13.46%) Big Data
8 13 (12.50%) Amazon Redshift
9 12 (11.54%) Data Lake
9 12 (11.54%) Hadoop
10 10 (9.62%) Azure SQL Database
11 8 (7.69%) Relational Database
12 7 (6.73%) Amazon Aurora
12 7 (6.73%) Apache Hive
12 7 (6.73%) Microsoft Analysis Services
12 7 (6.73%) SQL Server 2008
12 7 (6.73%) SQL Server 2017
13 5 (4.81%) BusinessObjects
14 4 (3.85%) MySQL
14 4 (3.85%) RDBMS
Development Applications
1 5 (4.81%) JIRA
2 3 (2.88%) SQL Server Management Studio (SSMS)
3 2 (1.92%) Jenkins
3 2 (1.92%) JMeter
4 1 (0.96%) Ant
4 1 (0.96%) Apache Ivy
4 1 (0.96%) Bitbucket Server
4 1 (0.96%) Cucumber
4 1 (0.96%) Gradle
4 1 (0.96%) Hudson
4 1 (0.96%) Maven
4 1 (0.96%) Selenium
4 1 (0.96%) TeamCity
4 1 (0.96%) tSQLt
4 1 (0.96%) Visual Studio
4 1 (0.96%) Visual Studio Team System
General
1 19 (18.27%) Finance
2 6 (5.77%) Retail
3 2 (1.92%) Automotive
3 2 (1.92%) Banking
3 2 (1.92%) Manufacturing
3 2 (1.92%) Telecoms
4 1 (0.96%) Back Office
4 1 (0.96%) Retail Banking
Job Titles
1 41 (39.42%) Developer
2 17 (16.35%) Analyst
3 15 (14.42%) DBA
3 15 (14.42%) SQL DBA
4 11 (10.58%) Data Engineer
4 11 (10.58%) SQL Developer
5 10 (9.62%) Business Intelligence Developer
5 10 (9.62%) Power BI Developer
6 8 (7.69%) Architect
7 7 (6.73%) Business Intelligence Analyst
8 5 (4.81%) Administrator
8 5 (4.81%) Consultant
8 5 (4.81%) Data Analyst
8 5 (4.81%) Data Warehouse Developer
8 5 (4.81%) Test Analyst
9 4 (3.85%) Business Analyst
9 4 (3.85%) Business Intelligence Business Analyst
9 4 (3.85%) Data Architect
9 4 (3.85%) Data Warehouse Analyst
9 4 (3.85%) Designer
Libraries, Frameworks & Software Standards
1 6 (5.77%) XML
2 4 (3.85%) Middleware
2 4 (3.85%) XML Schema
2 4 (3.85%) XSLT
3 3 (2.88%) Web Services
4 2 (1.92%) RESTful
5 1 (0.96%) Apache NiFi
5 1 (0.96%) Java EE
5 1 (0.96%) Kafka
5 1 (0.96%) MDX
5 1 (0.96%) XSL
Miscellaneous
1 10 (9.62%) Analytical Skills
2 5 (4.81%) Management Information System
3 4 (3.85%) Client/Server
3 4 (3.85%) EPoS
3 4 (3.85%) Mobile App
4 3 (2.88%) Data Structures
4 3 (2.88%) Self-Motivation
5 2 (1.92%) NHS
6 1 (0.96%) Clustering
6 1 (0.96%) Digital Media
6 1 (0.96%) Microsoft Licensing
6 1 (0.96%) RIA
Operating Systems
1 3 (2.88%) Windows
1 3 (2.88%) Windows Server
2 1 (0.96%) Debian
2 1 (0.96%) Linux
2 1 (0.96%) Windows Server 2008
Processes & Methodologies
1 40 (38.46%) Business Intelligence
2 36 (34.62%) ETL
3 22 (21.15%) Agile Software Development
4 18 (17.31%) Migration
5 17 (16.35%) Analytics
5 17 (16.35%) Data Modelling
6 16 (15.38%) Problem-Solving
6 16 (15.38%) Visualisation
7 11 (10.58%) Data Migration
8 10 (9.62%) Data Analysis
8 10 (9.62%) DevOps
9 9 (8.65%) Performance Tuning
10 8 (7.69%) Data Management
10 8 (7.69%) Microservices
11 7 (6.73%) Change Management
11 7 (6.73%) Data Transformation
11 7 (6.73%) Open Source
11 7 (6.73%) Scrum
12 6 (5.77%) Business Analysis
12 6 (5.77%) Waterfall
Programming Languages
1 65 (62.50%) SQL
2 17 (16.35%) T-SQL
3 10 (9.62%) Python
4 5 (4.81%) PL/SQL
4 5 (4.81%) VBA
5 4 (3.85%) ANSI SQL
5 4 (3.85%) Data Analysis Expressions (DAX)
5 4 (3.85%) Java
6 3 (2.88%) R
7 2 (1.92%) PowerShell
7 2 (1.92%) Scala
7 2 (1.92%) Shell Script
7 2 (1.92%) VB
8 1 (0.96%) C
8 1 (0.96%) C#
8 1 (0.96%) C++
8 1 (0.96%) JavaScript
8 1 (0.96%) PHP
8 1 (0.96%) XPath
Qualifications
1 13 (12.50%) Security Cleared
2 9 (8.65%) SC Cleared
3 3 (2.88%) Degree
3 3 (2.88%) Microsoft Certification
4 2 (1.92%) Computer Science Degree
4 2 (1.92%) MCSA
5 1 (0.96%) BPSS Clearance
5 1 (0.96%) DBS Check
5 1 (0.96%) MCSE
5 1 (0.96%) TOGAF Certification
Quality Assurance & Compliance
1 2 (1.92%) ISO/IEC 27001
1 2 (1.92%) PMO
1 2 (1.92%) QA
2 1 (0.96%) GDPR
2 1 (0.96%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 1 (0.96%) PCI DSS
System Software
1 1 (0.96%) Active Directory
Vendors
1 31 (29.81%) Microsoft
2 12 (11.54%) Oracle
3 7 (6.73%) Teradata
4 6 (5.77%) Informatica
5 3 (2.88%) Databricks
5 3 (2.88%) Google
5 3 (2.88%) Talend
6 2 (1.92%) Logi
6 2 (1.92%) SAP
6 2 (1.92%) Tableau
7 1 (0.96%) Cognos
7 1 (0.96%) Greenplum
7 1 (0.96%) Hortonworks
7 1 (0.96%) JD Edwards
7 1 (0.96%) Netezza
7 1 (0.96%) RedGate
7 1 (0.96%) Salesforce.com
7 1 (0.96%) Workday