Period
to 23 May 2019

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 23 May 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South West
6 months to
23 May 2019
Same period 2018 Same period 2017
Rank 134 146 158
Rank change year-on-year +12 +12 -48
Permanent jobs citing Data Warehouse 228 243 197
As % of all permanent IT jobs advertised in the South West 2.34% 2.29% 1.94%
As % of the Database & Business Intelligence category 7.83% 7.06% 6.29%
Number of salaries quoted 201 191 177
South West median annual salary £52,500 £42,500 £42,500
Median salary % change year-on-year +23.53% - +7.81%
10th Percentile £33,750 £31,250 £32,100
90th Percentile £71,250 £58,750 £70,000
England median annual salary £55,000 £52,500 £51,500
% change year-on-year +4.76% +1.94% -1.90%

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 2,912 3,441 3,132
As % of all permanent IT jobs advertised in the South West 29.86% 32.36% 30.83%
Number of salaries quoted 2,405 2,925 2,715
South West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +1.27%
10th Percentile £28,000 £27,500 £26,250
90th Percentile £66,500 £61,250 £62,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 23 May 2019.

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 23 May 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +14 85 £52,500 +28.05% 5
Wiltshire +28 80 £60,750 +42.94% 4
Gloucestershire -18 16 £41,250 -23.26% 4
Devon +8 15 £28,500 -32.94%
Dorset +11 14 £49,250 +44.85% 1
Somerset -9 11 £40,000 +2.56% 8
Cornwall +17 7 £52,500 +56.72%
Data Warehouse
England

For the 6 months to 23 May 2019, 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.

1 139 (60.96%) SQL
2 113 (49.56%) Business Intelligence
3 110 (48.25%) ETL
4 102 (44.74%) Agile Software Development
5 80 (35.09%) Hadoop
5 80 (35.09%) Analytics
6 78 (34.21%) SQL Server
7 66 (28.95%) Analytical Skills
8 62 (27.19%) Tableau
9 57 (25.00%) SQL Server Integration Services
10 55 (24.12%) Teradata
11 54 (23.68%) Big Data
12 53 (23.25%) Oracle
13 52 (22.81%) Visualisation
14 48 (21.05%) Python
15 45 (19.74%) Data Lake
15 45 (19.74%) SQL Server Analysis Services
16 44 (19.30%) SQL Server Reporting Services
16 44 (19.30%) Finance
17 43 (18.86%) Retail
17 43 (18.86%) Data Modelling
18 38 (16.67%) Informatica
19 37 (16.23%) T-SQL
19 37 (16.23%) Data Analysis
20 34 (14.91%) Data Visualisation
20 34 (14.91%) Data Engineering
21 32 (14.04%) Data Science
21 32 (14.04%) Apache Spark
21 32 (14.04%) R
21 32 (14.04%) Microsoft Azure

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 32 (14.04%) Apache Spark
2 10 (4.39%) CMS
3 7 (3.07%) SAS
4 4 (1.75%) Apache
5 2 (0.88%) SharePoint
Applications
1 6 (2.63%) Microsoft Excel
Business Applications
1 6 (2.63%) Oracle EBS
1 6 (2.63%) Oracle EBS R12
Cloud Services
1 32 (14.04%) Microsoft Azure
2 28 (12.28%) Amazon AWS
2 28 (12.28%) Power Platform
3 20 (8.77%) Google Cloud Platform
4 10 (4.39%) Azure Data Factory
5 5 (2.19%) Amazon EMR
5 5 (2.19%) AWS Data Pipeline
6 4 (1.75%) Amazon S3
7 1 (0.44%) Google Analytics
7 1 (0.44%) WeChat
Database & Business Intelligence
1 80 (35.09%) Hadoop
2 78 (34.21%) SQL Server
3 57 (25.00%) SQL Server Integration Services
4 54 (23.68%) Big Data
5 45 (19.74%) Data Lake
5 45 (19.74%) SQL Server Analysis Services
6 44 (19.30%) SQL Server Reporting Services
7 28 (12.28%) Power BI
8 26 (11.40%) Apache Hive
8 26 (11.40%) Relational Database
9 20 (8.77%) BigQuery
9 20 (8.77%) MySQL
10 17 (7.46%) BusinessObjects
11 15 (6.58%) SQL Server 2008
12 14 (6.14%) PostgreSQL
12 14 (6.14%) RDBMS
12 14 (6.14%) SQL Server 2014
13 13 (5.70%) Amazon Redshift
13 13 (5.70%) Oracle Database
13 13 (5.70%) QlikView
Development Applications
1 12 (5.26%) Git (software)
2 6 (2.63%) Cucumber
2 6 (2.63%) Jenkins
2 6 (2.63%) JIRA
3 5 (2.19%) Team Foundation Server
3 5 (2.19%) Toad
4 2 (0.88%) SQL Server Management Studio (SSMS)
5 1 (0.44%) Selenium
General
1 44 (19.30%) Finance
2 43 (18.86%) Retail
3 24 (10.53%) Banking
4 10 (4.39%) Marketing
5 9 (3.95%) Manufacturing
6 8 (3.51%) Electronics
6 8 (3.51%) Telecoms
7 6 (2.63%) Back Office
8 3 (1.32%) Law
9 1 (0.44%) Automotive
9 1 (0.44%) Games
9 1 (0.44%) Investment Banking
9 1 (0.44%) Legal
Job Titles
1 70 (30.70%) Developer
2 48 (21.05%) Data Engineer
3 17 (7.46%) Architect
3 17 (7.46%) Business Intelligence Developer
3 17 (7.46%) DBA
4 15 (6.58%) Big Data Engineer
4 15 (6.58%) Data Architect
4 15 (6.58%) SQL Developer
5 14 (6.14%) Senior Data Engineer
5 14 (6.14%) SQL DBA
6 12 (5.26%) Analyst
6 12 (5.26%) Business Intelligence Manager
7 11 (4.82%) Business Developer
7 11 (4.82%) Report Manager
7 11 (4.82%) Senior Developer
8 10 (4.39%) Analytics Manager
8 10 (4.39%) Database Developer
8 10 (4.39%) Insight Manager
9 9 (3.95%) Business Manager
10 8 (3.51%) Designer
Libraries, Frameworks & Software Standards
1 10 (4.39%) Apache NiFi
2 7 (3.07%) .NET
3 5 (2.19%) Hibernate
3 5 (2.19%) Kafka
4 3 (1.32%) D3.js
4 3 (1.32%) JSON
4 3 (1.32%) MDX
4 3 (1.32%) YAML
5 2 (0.88%) ASP.NET
5 2 (0.88%) Middleware
5 2 (0.88%) Web Services
5 2 (0.88%) XML
5 2 (0.88%) XSL
5 2 (0.88%) XSLT
6 1 (0.44%) .NET Framework
6 1 (0.44%) HTML
6 1 (0.44%) REST
6 1 (0.44%) Samza
Miscellaneous
1 66 (28.95%) Analytical Skills
2 11 (4.82%) Management Information System
3 10 (4.39%) Data Structures
4 9 (3.95%) Greenfield Project
5 8 (3.51%) Clustering
6 7 (3.07%) Replication
6 7 (3.07%) Self-Motivation
7 4 (1.75%) Blog
7 4 (1.75%) Hybrid Cloud
8 2 (0.88%) Algorithms
8 2 (0.88%) Analytical Mindset
8 2 (0.88%) NHS
8 2 (0.88%) RIA
8 2 (0.88%) User Experience
9 1 (0.44%) Public Cloud
9 1 (0.44%) Social Media
Operating Systems
1 9 (3.95%) Linux
2 5 (2.19%) CentOS
2 5 (2.19%) Red Hat Enterprise Linux
2 5 (2.19%) Ubuntu
2 5 (2.19%) Windows
3 3 (1.32%) Unix
4 1 (0.44%) AIX
4 1 (0.44%) Windows Server
Processes & Methodologies
1 113 (49.56%) Business Intelligence
2 110 (48.25%) ETL
3 102 (44.74%) Agile Software Development
4 80 (35.09%) Analytics
5 52 (22.81%) Visualisation
6 43 (18.86%) Data Modelling
7 37 (16.23%) Data Analysis
8 34 (14.91%) Data Engineering
8 34 (14.91%) Data Visualisation
9 32 (14.04%) Data Science
10 31 (13.60%) Decision-Making
11 30 (13.16%) Data Transformation
12 29 (12.72%) Scrum
13 27 (11.84%) Data Strategy
14 26 (11.40%) Problem-Solving
15 22 (9.65%) Data Architecture
16 21 (9.21%) Data Management
17 18 (7.89%) Mentoring
18 17 (7.46%) Data Integration
18 17 (7.46%) Open Source
Programming Languages
1 139 (60.96%) SQL
2 48 (21.05%) Python
3 37 (16.23%) T-SQL
4 32 (14.04%) R
5 23 (10.09%) Scala
6 21 (9.21%) PL/SQL
7 20 (8.77%) Java
8 10 (4.39%) HiveQL
9 7 (3.07%) C#
10 6 (2.63%) PowerShell
11 4 (1.75%) Ruby
12 3 (1.32%) VBA
13 2 (0.88%) C++
13 2 (0.88%) Data Analysis Expressions (DAX)
13 2 (0.88%) Perl
13 2 (0.88%) XPath
14 1 (0.44%) Go
14 1 (0.44%) Groovy
14 1 (0.44%) JavaScript
14 1 (0.44%) VB
Qualifications
1 9 (3.95%) Degree
2 2 (0.88%) MCP
Quality Assurance & Compliance
1 8 (3.51%) Data Quality
1 8 (3.51%) ISO/IEC 27001
2 5 (2.19%) SLA
3 3 (1.32%) QA
4 1 (0.44%) PMO
System Software
1 13 (5.70%) Docker
2 4 (1.75%) HDFS
3 1 (0.44%) Active Directory
3 1 (0.44%) Apache Flume
Systems Management
1 5 (2.19%) Kubernetes
2 1 (0.44%) Chukwa
2 1 (0.44%) Hadoop YARN
Vendors
1 62 (27.19%) Tableau
2 55 (24.12%) Teradata
3 53 (23.25%) Oracle
4 38 (16.67%) Informatica
5 26 (11.40%) SAP
6 19 (8.33%) Google
6 19 (8.33%) Microsoft
7 14 (6.14%) Talend
8 13 (5.70%) Hortonworks
9 12 (5.26%) Cloudera
10 10 (4.39%) MapR
11 7 (3.07%) IBM
12 6 (2.63%) Ab Initio
12 6 (2.63%) Siebel
13 5 (2.19%) MicroStrategy
13 5 (2.19%) Netezza
13 5 (2.19%) Red Hat
14 4 (1.75%) Trillium
15 3 (1.32%) Greenplum
16 2 (0.88%) DataFlux