Period
to 15 December 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 15 December 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South West
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 122 120 185
Rank change year-on-year -2 +65 -80
Permanent jobs citing Data Warehouse 242 291 172
As % of all permanent IT jobs advertised in the South West 2.43% 2.84% 1.59%
As % of the Database & Business Intelligence category 8.71% 8.65% 5.24%
Number of salaries quoted 214 224 147
South West median annual salary £52,500 £42,500 £42,500
Median salary % change year-on-year +23.53% - -5.56%
10th Percentile £31,625 £31,452 £28,000
90th Percentile £81,375 £58,750 £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 2,777 3,366 3,284
As % of all permanent IT jobs advertised in the South West 27.91% 32.91% 30.40%
Number of salaries quoted 2,381 2,861 2,808
South West median annual salary £45,000 £40,000 £41,500
Median salary % change year-on-year +12.50% -3.61% +6.41%
10th Percentile £27,500 £26,750 £27,500
90th Percentile £67,500 £60,000 £63,750
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 15 December 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 15 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +18 88 £49,500 +16.47% 15
Wiltshire +22 84 £62,138 +55.35% 6
Gloucestershire -1 24 £60,000 +41.18% 4
Somerset -17 13 £42,750 +11.04% 2
Dorset -15 11 £45,000 +5.88% 6
Cornwall +14 10 £29,000 -15.94% 1
Devon +9 10 £37,000 -26.00% 7
Data Warehouse
England

For the 6 months to 15 December 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.

1 144 (59.50%) ETL
2 137 (56.61%) Business Intelligence
3 129 (53.31%) SQL
4 109 (45.04%) SQL Server
5 79 (32.64%) Agile Software Development
6 69 (28.51%) Finance
7 68 (28.10%) SQL Server Integration Services
8 65 (26.86%) Oracle
9 59 (24.38%) Analytics
10 58 (23.97%) Data Lake
10 58 (23.97%) Informatica
11 55 (22.73%) Big Data
12 47 (19.42%) Hadoop
13 44 (18.18%) Data Engineering
14 43 (17.77%) Teradata
15 42 (17.36%) SQL Server Reporting Services
15 42 (17.36%) Amazon AWS
16 40 (16.53%) MySQL
16 40 (16.53%) BusinessObjects
16 40 (16.53%) Python
17 38 (15.70%) T-SQL
17 38 (15.70%) Analytical Skills
18 36 (14.88%) Data Governance
19 35 (14.46%) Continuous Improvement
20 34 (14.05%) Relational Database
20 34 (14.05%) Data Modelling
20 34 (14.05%) Microsoft
20 34 (14.05%) SQL Server Analysis Services
21 31 (12.81%) C#
21 31 (12.81%) Scrum

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 17 (7.02%) Apache Spark
2 6 (2.48%) BizTalk Server
3 3 (1.24%) CMS
3 3 (1.24%) SharePoint
4 2 (0.83%) SAS
Applications
1 8 (3.31%) Microsoft Excel
2 2 (0.83%) Microsoft Project
3 1 (0.41%) Microsoft Office
3 1 (0.41%) SPSS
Business Applications
1 15 (6.20%) Cognos Business Intelligence
2 7 (2.89%) Oracle EBS
2 7 (2.89%) Oracle EBS R12
3 2 (0.83%) Cognos TM1
Cloud Services
1 42 (17.36%) Amazon AWS
2 30 (12.40%) Microsoft Azure
3 17 (7.02%) Google Cloud Platform
4 3 (1.24%) Amazon S3
5 2 (0.83%) Amazon EMR
5 2 (0.83%) Cloud Computing
Communications & Networking
1 2 (0.83%) Extranet
1 2 (0.83%) Intranet
2 1 (0.41%) Network Security
2 1 (0.41%) SMS
2 1 (0.41%) WAN
Database & Business Intelligence
1 109 (45.04%) SQL Server
2 68 (28.10%) SQL Server Integration Services
3 58 (23.97%) Data Lake
4 55 (22.73%) Big Data
5 47 (19.42%) Hadoop
6 42 (17.36%) SQL Server Reporting Services
7 40 (16.53%) BusinessObjects
7 40 (16.53%) MySQL
8 34 (14.05%) Relational Database
8 34 (14.05%) SQL Server Analysis Services
9 28 (11.57%) Power BI
10 27 (11.16%) SQL Server 2008
10 27 (11.16%) SQL Server 2012
11 25 (10.33%) DataStage
12 24 (9.92%) RDBMS
13 20 (8.26%) Apache Hive
13 20 (8.26%) PostgreSQL
14 17 (7.02%) Amazon Redshift
15 16 (6.61%) BigQuery
15 16 (6.61%) SQL Server 2014
Development Applications
1 17 (7.02%) Git (software)
2 7 (2.89%) ERwin
3 6 (2.48%) Visual Studio
4 3 (1.24%) Team Foundation Server
4 3 (1.24%) Toad
5 1 (0.41%) Eclipse
5 1 (0.41%) SQL Server Management Studio (SSMS)
5 1 (0.41%) XMLSpy
General
1 69 (28.51%) Finance
2 26 (10.74%) Retail
3 11 (4.55%) Marketing
4 7 (2.89%) Banking
5 4 (1.65%) Manufacturing
6 3 (1.24%) Electronics
6 3 (1.24%) Private Banking
6 3 (1.24%) Telecoms
7 2 (0.83%) Back Office
8 1 (0.41%) Advertising
8 1 (0.41%) Games
8 1 (0.41%) Law
Job Titles
1 70 (28.93%) Developer
2 41 (16.94%) Analyst
3 28 (11.57%) Architect
4 27 (11.16%) Data Engineer
5 25 (10.33%) Data Architect
6 24 (9.92%) SQL Developer
7 22 (9.09%) Business Intelligence Developer
8 16 (6.61%) Business Intelligence Manager
9 13 (5.37%) Data Analyst
9 13 (5.37%) Database Developer
9 13 (5.37%) Project Manager
10 12 (4.96%) Big Data Engineer
11 11 (4.55%) Senior Data Engineer
11 11 (4.55%) SQL BI Developer
12 10 (4.13%) Business Developer
12 10 (4.13%) Business Intelligence Project Manager
12 10 (4.13%) Cloud Architect
12 10 (4.13%) Database Analyst
13 9 (3.72%) Oracle Developer
13 9 (3.72%) Project Leader
Libraries, Frameworks & Software Standards
1 27 (11.16%) .NET
2 20 (8.26%) XML
3 19 (7.85%) Web Services
4 16 (6.61%) HTML
5 10 (4.13%) REST
6 6 (2.48%) ASP.NET
6 6 (2.48%) SOAP
7 5 (2.07%) Hibernate
8 3 (1.24%) J2EE
8 3 (1.24%) JSON
9 1 (0.41%) CGI
9 1 (0.41%) JDBC
9 1 (0.41%) Kafka
9 1 (0.41%) ODBC
9 1 (0.41%) OLE DB
9 1 (0.41%) Regular Expression
9 1 (0.41%) WinForms
9 1 (0.41%) WPF
9 1 (0.41%) XML Messaging
Miscellaneous
1 38 (15.70%) Analytical Skills
2 20 (8.26%) Management Information System
3 12 (4.96%) Clustering
4 10 (4.13%) Greenfield Project
5 9 (3.72%) Client/Server
6 7 (2.89%) Enterprise Software
7 5 (2.07%) Self-Motivation
8 4 (1.65%) Data Protection Act
8 4 (1.65%) Public Cloud
9 3 (1.24%) Renewable Energy
10 2 (0.83%) Fintech
10 2 (0.83%) User Experience
11 1 (0.41%) Analytical Mindset
11 1 (0.41%) Data Structures
Operating Systems
1 19 (7.85%) Linux
2 13 (5.37%) Red Hat Enterprise Linux
3 12 (4.96%) CentOS
3 12 (4.96%) Ubuntu
4 10 (4.13%) Windows
5 1 (0.41%) AIX
5 1 (0.41%) Unix
Processes & Methodologies
1 144 (59.50%) ETL
2 137 (56.61%) Business Intelligence
3 79 (32.64%) Agile Software Development
4 59 (24.38%) Analytics
5 44 (18.18%) Data Engineering
6 36 (14.88%) Data Governance
7 35 (14.46%) Continuous Improvement
8 34 (14.05%) Data Modelling
9 31 (12.81%) Scrum
10 30 (12.40%) Data Architecture
10 30 (12.40%) Data Science
10 30 (12.40%) Line Management
11 27 (11.16%) Data Strategy
11 27 (11.16%) Visualisation
12 26 (10.74%) Data Analysis
12 26 (10.74%) SDLC
12 26 (10.74%) Stakeholder Management
13 24 (9.92%) CRM
14 22 (9.09%) Mentoring
15 21 (8.68%) Data Management
Programming Languages
1 129 (53.31%) SQL
2 40 (16.53%) Python
3 38 (15.70%) T-SQL
4 31 (12.81%) C#
5 25 (10.33%) Java
6 21 (8.68%) PL/SQL
7 19 (7.85%) R
8 15 (6.20%) C++
9 14 (5.79%) Scala
10 8 (3.31%) PowerShell
11 7 (2.89%) PHP
12 6 (2.48%) VB.NET
13 5 (2.07%) Data Analysis Expressions (DAX)
14 4 (1.65%) JavaScript
15 3 (1.24%) Ruby
15 3 (1.24%) VB
16 2 (0.83%) C
17 1 (0.41%) Go
17 1 (0.41%) Shell Script
17 1 (0.41%) VBA
Qualifications
1 23 (9.50%) Degree
2 13 (5.37%) Security Cleared
3 12 (4.96%) SC Cleared
4 6 (2.48%) Postgraduate
5 4 (1.65%) ISEB
6 3 (1.24%) DV Cleared
6 3 (1.24%) Oracle Certification
7 2 (0.83%) ECSA
7 2 (0.83%) GWAPT
8 1 (0.41%) Computer Science Degree
Quality Assurance & Compliance
1 18 (7.44%) Data Quality
2 12 (4.96%) ISO/IEC 27001
3 5 (2.07%) QA
4 4 (1.65%) GDPR
4 4 (1.65%) SLA
5 2 (0.83%) ISO 9001
5 2 (0.83%) ISO/IEC 20000
System Software
1 4 (1.65%) HDFS
Systems Management
1 1 (0.41%) Oozie
Vendors
1 65 (26.86%) Oracle
2 58 (23.97%) Informatica
3 43 (17.77%) Teradata
4 34 (14.05%) Microsoft
5 25 (10.33%) Netezza
6 21 (8.68%) Ab Initio
7 20 (8.26%) Cognos
8 15 (6.20%) Google
8 15 (6.20%) Tableau
9 13 (5.37%) Red Hat
9 13 (5.37%) SAP
10 12 (4.96%) IBM
11 9 (3.72%) Cloudera
11 9 (3.72%) Hortonworks
11 9 (3.72%) MapR
11 9 (3.72%) Talend
11 9 (3.72%) Trillium
12 7 (2.89%) Siebel
13 1 (0.41%) Greenplum
13 1 (0.41%) Splunk