Period
to 17 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 17 October 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South West
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 140 130 176
Rank change year-on-year -10 +46 -55
Permanent jobs citing Data Warehouse 218 267 191
As % of all permanent IT jobs advertised in the South West 2.12% 2.62% 1.76%
As % of the Database & Business Intelligence category 7.29% 8.25% 5.70%
Number of salaries quoted 181 198 157
South West median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -4.49%
10th Percentile £31,750 £31,675 £28,000
90th Percentile £73,750 £61,250 £57,500
England median annual salary £55,000 £51,000 £55,000
% change year-on-year +7.84% -7.27% +10.00%

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 permanent job vacancies advertised in the South West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Permanent vacancies with a requirement for database or business intelligence skills 2,989 3,237 3,349
As % of all permanent IT jobs advertised in the South West 29.01% 31.82% 30.83%
Number of salaries quoted 2,606 2,781 2,841
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £65,000 £61,250 £62,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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
Salary Trend in the South West

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

Salary trend for Data Warehouse in the South West

Data Warehouse
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Warehouse in the South West over the 6 months to 17 October 2018.

Salary histogram for Data Warehouse in the South West

Data Warehouse
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the South West region over the 6 months to 17 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Wiltshire +2 60 £60,000 +50.00% 17
Bristol -9 60 £50,000 +17.65% 10
Gloucestershire +9 29 £60,000 +41.18% 11
Somerset +8 25 £40,000 +3.23% 1
Cornwall +18 23 £33,500 -1.47%
Dorset -34 16 £40,000 -5.88% 12
Devon +16 4 £43,750 +7.36% 4
Data Warehouse
England

For the 6 months to 17 October 2018, IT 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 permanent job ads across the South West region with a requirement for Data Warehouse.

1 134 (61.47%) ETL
2 133 (61.01%) Business Intelligence
3 127 (58.26%) SQL
4 122 (55.96%) SQL Server
5 84 (38.53%) SQL Server Integration Services
6 69 (31.65%) Agile Software Development
7 65 (29.82%) Finance
8 64 (29.36%) SQL Server Reporting Services
9 61 (27.98%) Microsoft
10 60 (27.52%) Oracle
11 54 (24.77%) Analytical Skills
12 50 (22.94%) Informatica
13 45 (20.64%) T-SQL
14 43 (19.72%) BusinessObjects
15 42 (19.27%) Analytics
16 40 (18.35%) Power BI
17 39 (17.89%) Big Data
17 39 (17.89%) C#
18 36 (16.51%) MySQL
18 36 (16.51%) Continuous Improvement
19 35 (16.06%) Relational Database
19 35 (16.06%) SQL Server Analysis Services
20 34 (15.60%) .NET
20 34 (15.60%) SQL Server 2012
20 34 (15.60%) Data Lake
21 33 (15.14%) Data Quality
22 32 (14.68%) XML
23 31 (14.22%) Web Services
23 31 (14.22%) Python
23 31 (14.22%) CRM

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 14 (6.42%) BizTalk Server
2 11 (5.05%) Apache Spark
3 10 (4.59%) SharePoint
4 4 (1.83%) Confluence
4 4 (1.83%) Oracle SOA Suite
5 3 (1.38%) SAS
6 1 (0.46%) WebLogic
6 1 (0.46%) WebSphere
Applications
1 13 (5.96%) Microsoft Excel
2 5 (2.29%) Microsoft Office
3 2 (0.92%) Microsoft Project
4 1 (0.46%) Chatbot
Business Applications
1 10 (4.59%) Cognos Business Intelligence
2 5 (2.29%) Oracle EBS
2 5 (2.29%) Oracle EBS R12
3 2 (0.92%) Cognos TM1
4 1 (0.46%) Oracle BPM
Cloud Services
1 28 (12.84%) Amazon AWS
2 23 (10.55%) Microsoft Azure
3 9 (4.13%) Google Cloud Platform
4 2 (0.92%) Amazon S3
5 1 (0.46%) Amazon EC2
5 1 (0.46%) Amazon SageMaker
5 1 (0.46%) Amazon SQS
5 1 (0.46%) Azure Data Factory
5 1 (0.46%) Cloud Computing
5 1 (0.46%) SaaS
Communications & Networking
1 2 (0.92%) Extranet
1 2 (0.92%) Intranet
2 1 (0.46%) Network Security
2 1 (0.46%) SMS
2 1 (0.46%) WAN
Database & Business Intelligence
1 122 (55.96%) SQL Server
2 84 (38.53%) SQL Server Integration Services
3 64 (29.36%) SQL Server Reporting Services
4 43 (19.72%) BusinessObjects
5 40 (18.35%) Power BI
6 39 (17.89%) Big Data
7 36 (16.51%) MySQL
8 35 (16.06%) Relational Database
8 35 (16.06%) SQL Server Analysis Services
9 34 (15.60%) Data Lake
9 34 (15.60%) SQL Server 2012
10 27 (12.39%) Hadoop
11 26 (11.93%) SQL Server 2008
12 20 (9.17%) RDBMS
13 19 (8.72%) DataStage
14 16 (7.34%) SAP Data Services
15 15 (6.88%) QlikView
16 14 (6.42%) SQL Server 2014
17 13 (5.96%) PowerCenter
17 13 (5.96%) QualityStage
Development Applications
1 10 (4.59%) Git (software)
2 9 (4.13%) Visual Studio
3 6 (2.75%) ERwin
4 4 (1.83%) JIRA
5 2 (0.92%) Bitbucket
5 2 (0.92%) Team Foundation Server
6 1 (0.46%) Atlassian Bamboo
6 1 (0.46%) Eclipse
6 1 (0.46%) ER Studio
6 1 (0.46%) IntelliJ
6 1 (0.46%) JMeter
6 1 (0.46%) LoadRunner
6 1 (0.46%) Selenium
6 1 (0.46%) SoapUI
6 1 (0.46%) XMLSpy
General
1 65 (29.82%) Finance
2 24 (11.01%) Retail
3 8 (3.67%) Marketing
4 6 (2.75%) Banking
5 5 (2.29%) Manufacturing
6 3 (1.38%) Advertising
6 3 (1.38%) Electronics
6 3 (1.38%) Private Banking
6 3 (1.38%) Telecoms
7 1 (0.46%) Law
Job Titles
1 59 (27.06%) Developer
2 55 (25.23%) Analyst
3 28 (12.84%) Business Intelligence Developer
4 26 (11.93%) SQL Developer
5 24 (11.01%) Architect
6 20 (9.17%) Data Analyst
6 20 (9.17%) Data Architect
7 16 (7.34%) Business Intelligence Analyst
8 13 (5.96%) Project Leader
8 13 (5.96%) SQL BI Developer
9 12 (5.50%) Data Engineer
9 12 (5.50%) Database Analyst
9 12 (5.50%) DBA
9 12 (5.50%) SQL Analyst
10 11 (5.05%) Business Systems Analyst
10 11 (5.05%) Senior Analyst
10 11 (5.05%) Senior Business Systems Analyst
10 11 (5.05%) Senior Systems Analyst
10 11 (5.05%) Solutions Analyst
10 11 (5.05%) Systems Analyst
Libraries, Frameworks & Software Standards
1 34 (15.60%) .NET
2 32 (14.68%) XML
3 31 (14.22%) Web Services
4 20 (9.17%) HTML
5 17 (7.80%) REST
6 16 (7.34%) SOAP
7 6 (2.75%) ASP.NET
8 4 (1.83%) JSON
9 3 (1.38%) J2EE
9 3 (1.38%) XML Messaging
10 1 (0.46%) CGI
10 1 (0.46%) Django
10 1 (0.46%) Java EE
10 1 (0.46%) JDBC
10 1 (0.46%) ODBC
10 1 (0.46%) OLE DB
10 1 (0.46%) WebSphere MQ
10 1 (0.46%) WinForms
10 1 (0.46%) WPF
10 1 (0.46%) XSD
Miscellaneous
1 54 (24.77%) Analytical Skills
2 26 (11.93%) Computer Science
3 22 (10.09%) Management Information System
4 16 (7.34%) Enterprise Software
5 9 (4.13%) Client/Server
6 8 (3.67%) Greenfield Project
7 7 (3.21%) Clustering
8 5 (2.29%) Data Protection Act
8 5 (2.29%) Fintech
9 3 (1.38%) Renewable Energy
10 2 (0.92%) Data Structures
10 2 (0.92%) Public Cloud
10 2 (0.92%) User Experience
11 1 (0.46%) Algorithms
11 1 (0.46%) Analytical Mindset
Operating Systems
1 16 (7.34%) Windows
2 14 (6.42%) Linux
3 8 (3.67%) Red Hat Enterprise Linux
4 7 (3.21%) CentOS
4 7 (3.21%) Ubuntu
5 3 (1.38%) Unix
6 1 (0.46%) AIX
Processes & Methodologies
1 134 (61.47%) ETL
2 133 (61.01%) Business Intelligence
3 69 (31.65%) Agile Software Development
4 42 (19.27%) Analytics
5 36 (16.51%) Continuous Improvement
6 31 (14.22%) CRM
6 31 (14.22%) Data Modelling
7 30 (13.76%) Data Governance
8 29 (13.30%) Data Analysis
9 28 (12.84%) Problem-Solving
10 25 (11.47%) Data Integration
11 24 (11.01%) Data Architecture
12 23 (10.55%) Data Engineering
12 23 (10.55%) Project Management
13 22 (10.09%) Decision-Making
13 22 (10.09%) Validation
14 21 (9.63%) Scrum
14 21 (9.63%) SDLC
15 19 (8.72%) ITIL
15 19 (8.72%) Stakeholder Management
Programming Languages
1 127 (58.26%) SQL
2 45 (20.64%) T-SQL
3 39 (17.89%) C#
4 31 (14.22%) Python
5 22 (10.09%) Java
6 18 (8.26%) PL/SQL
7 17 (7.80%) R
8 15 (6.88%) C++
9 11 (5.05%) PHP
9 11 (5.05%) PowerShell
10 10 (4.59%) Scala
10 10 (4.59%) VB.NET
11 5 (2.29%) Data Analysis Expressions (DAX)
12 4 (1.83%) JavaScript
12 4 (1.83%) Shell Script
13 3 (1.38%) C
14 2 (0.92%) Bash Shell
14 2 (0.92%) VB
15 1 (0.46%) Go
15 1 (0.46%) VBA
Qualifications
1 31 (14.22%) Degree
2 14 (6.42%) Postgraduate
3 12 (5.50%) Security Cleared
4 10 (4.59%) SC Cleared
5 4 (1.83%) ITIL Certification
6 3 (1.38%) Oracle Certification
7 2 (0.92%) ECSA
7 2 (0.92%) GWAPT
7 2 (0.92%) ISEB
8 1 (0.46%) Computer Science Degree
8 1 (0.46%) DV Cleared
8 1 (0.46%) Master's Degree
8 1 (0.46%) MBA
Quality Assurance & Compliance
1 33 (15.14%) Data Quality
2 7 (3.21%) ISO/IEC 27001
3 5 (2.29%) GDPR
3 5 (2.29%) QA
4 2 (0.92%) ISO 9001
4 2 (0.92%) ISO/IEC 20000
System Software
1 1 (0.46%) HDFS
Systems Management
1 1 (0.46%) Oozie
Vendors
1 61 (27.98%) Microsoft
2 60 (27.52%) Oracle
3 50 (22.94%) Informatica
4 28 (12.84%) Teradata
5 22 (10.09%) Tableau
6 19 (8.72%) IBM
6 19 (8.72%) Netezza
7 15 (6.88%) Ab Initio
8 14 (6.42%) Cognos
9 13 (5.96%) Trillium
10 8 (3.67%) Red Hat
11 7 (3.21%) Cloudera
11 7 (3.21%) Google
11 7 (3.21%) Hortonworks
11 7 (3.21%) MapR
11 7 (3.21%) SAP
12 6 (2.75%) Talend
13 5 (2.29%) Siebel
14 4 (1.83%) Salesforce.com
15 3 (1.38%) Apple