Period
to 21 October 2020

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 21 October 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South West
6 months to
21 Oct 2020
Same period 2019 Same period 2018
Rank 107 127 143
Rank change year-on-year +20 +16 -13
Permanent jobs citing Data Warehouse 95 233 214
As % of all permanent jobs advertised in the South West 2.82% 2.41% 2.09%
As % of the Database & Business Intelligence category 9.87% 8.88% 7.22%
Number of salaries quoted 74 233 187
Median annual salary £42,500 £51,000 £47,500
Median salary % change year-on-year -16.67% +7.37% +11.76%
10th Percentile £31,471 £36,686 £31,750
90th Percentile £66,875 £69,109 £82,500
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +7.84%

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 963 2,624 2,966
As % of all permanent IT jobs advertised in the South West 28.61% 27.16% 28.98%
Number of salaries quoted 821 2,181 2,585
Median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £31,986 £28,000 £27,500
90th Percentile £68,750 £64,250 £65,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Data Warehouse
Job Vacancy Trend in the South West

Job postings citing Data Warehouse as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Data Warehouse in the South West over the 6 months to 21 October 2020.

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 21 October 2020. 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 +16 39 £48,000 -8.57% 1
Somerset +24 18 £42,500 - 3
Bristol +2 14 £42,500 -18.84% 4
Dorset +52 9 £55,000 +8.80%
Gloucestershire +55 7 £32,500 -25.71% 1
Devon - 3 £31,000 - 3
Data Warehouse
England

For the 6 months to 21 October 2020, 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 52 (54.74%) SQL Server
2 47 (49.47%) Business Intelligence
3 46 (48.42%) Agile Software Development
4 43 (45.26%) SQL
5 42 (44.21%) ETL
6 40 (42.11%) Analytics
7 35 (36.84%) Analytical Skills
8 33 (34.74%) Project Delivery
9 32 (33.68%) DevOps
10 31 (32.63%) Scrum
10 31 (32.63%) SQL Server Integration Services
11 29 (30.53%) Kanban
12 28 (29.47%) Docker
13 27 (28.42%) GCP
13 27 (28.42%) AWS
13 27 (28.42%) Continuous Improvement
13 27 (28.42%) Data Strategy
14 26 (27.37%) Azure
14 26 (27.37%) Python
15 25 (26.32%) Finance
15 25 (26.32%) Cucumber
15 25 (26.32%) Jenkins
15 25 (26.32%) Data Lake
16 23 (24.21%) Big Data
16 23 (24.21%) SQL Server Reporting Services
17 21 (22.11%) Power Platform
17 21 (22.11%) Power BI
18 20 (21.05%) Stakeholder Management
18 20 (21.05%) Teradata
18 20 (21.05%) Hadoop

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 (17.89%) Apache Airflow
2 12 (12.63%) Apache Spark
3 10 (10.53%) Apache
4 5 (5.26%) SharePoint
5 2 (2.11%) SAS
5 2 (2.11%) SharePoint 2010
5 2 (2.11%) SharePoint 2013
6 1 (1.05%) Jupyter
Applications
1 8 (8.42%) Microsoft Excel
2 6 (6.32%) Microsoft Office
Business Applications
1 2 (2.11%) Maximo
2 1 (1.05%) Cognos Business Intelligence
2 1 (1.05%) Unit4 Business World
Cloud Services
1 27 (28.42%) AWS
1 27 (28.42%) GCP
2 26 (27.37%) Azure
3 21 (22.11%) Power Platform
4 7 (7.37%) Amazon S3
5 6 (6.32%) Serverless
6 5 (5.26%) AWS Lambda
7 2 (2.11%) Amazon EC2
7 2 (2.11%) Amazon ELB
7 2 (2.11%) Route 53
7 2 (2.11%) Virtual Private Cloud
8 1 (1.05%) Amazon EMR
8 1 (1.05%) Office 365
8 1 (1.05%) SaaS
Database & Business Intelligence
1 52 (54.74%) SQL Server
2 31 (32.63%) SQL Server Integration Services
3 25 (26.32%) Data Lake
4 23 (24.21%) Big Data
4 23 (24.21%) SQL Server Reporting Services
5 21 (22.11%) Power BI
6 20 (21.05%) Hadoop
7 17 (17.89%) BigQuery
8 16 (16.84%) SQL Server Analysis Services
9 8 (8.42%) Apache Hive
10 6 (6.32%) NoSQL
11 5 (5.26%) Amazon Aurora
11 5 (5.26%) MS Access
12 4 (4.21%) Azure SQL Data Warehouse
12 4 (4.21%) QlikView
12 4 (4.21%) Snowflake Schema
13 3 (3.16%) Amazon Redshift
13 3 (3.16%) BusinessObjects
13 3 (3.16%) Relational Database
14 2 (2.11%) Data Mining
Development Applications
1 25 (26.32%) Cucumber
1 25 (26.32%) Jenkins
2 2 (2.11%) ERwin
2 2 (2.11%) Team Foundation Server
General
1 25 (26.32%) Finance
2 2 (2.11%) Legal
3 1 (1.05%) Advertising
Job Titles
1 32 (33.68%) Data Engineer
2 30 (31.58%) Developer
3 19 (20.00%) Business Intelligence Developer
4 9 (9.47%) Architect
5 8 (8.42%) Analyst
6 6 (6.32%) Business Analyst
6 6 (6.32%) Data Architect
6 6 (6.32%) Data Warehouse Developer
7 5 (5.26%) Business Developer
7 5 (5.26%) Power BI Developer
8 4 (4.21%) Senior Developer
9 3 (3.16%) Business Intelligence Business Analyst
9 3 (3.16%) Data Warehouse Analyst
9 3 (3.16%) Data Warehouse Business Analyst
9 3 (3.16%) Hadoop Engineer
9 3 (3.16%) Senior Business Intelligence Developer
9 3 (3.16%) Technical Analyst
9 3 (3.16%) Technical Business Analyst
10 2 (2.11%) E-Commerce Solution Architect
10 2 (2.11%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 2 (2.11%) .NET
1 2 (2.11%) .NET Core
1 2 (2.11%) .NET Framework
1 2 (2.11%) AngularJS
1 2 (2.11%) ASP.NET
1 2 (2.11%) ASP.NET MVC
1 2 (2.11%) CSS
1 2 (2.11%) HTML
1 2 (2.11%) MDX
1 2 (2.11%) REST
2 1 (1.05%) Apache NiFi
2 1 (1.05%) Flask
2 1 (1.05%) Spring Boot
Miscellaneous
1 35 (36.84%) Analytical Skills
2 5 (5.26%) Algorithms
2 5 (5.26%) Greenfield Project
3 4 (4.21%) Analytical Mindset
3 4 (4.21%) Management Information System
3 4 (4.21%) Self-Motivation
4 2 (2.11%) Mobile App
5 1 (1.05%) Cloud Native
5 1 (1.05%) Driving Licence
5 1 (1.05%) Renewable Energy
5 1 (1.05%) User Experience
Operating Systems
1 2 (2.11%) Linux
1 2 (2.11%) Windows
Processes & Methodologies
1 47 (49.47%) Business Intelligence
2 46 (48.42%) Agile Software Development
3 42 (44.21%) ETL
4 40 (42.11%) Analytics
5 33 (34.74%) Project Delivery
6 32 (33.68%) DevOps
7 31 (32.63%) Scrum
8 29 (30.53%) Kanban
9 27 (28.42%) Continuous Improvement
9 27 (28.42%) Data Strategy
10 20 (21.05%) Stakeholder Management
11 19 (20.00%) Data Modelling
12 15 (15.79%) Visualisation
13 12 (12.63%) Data Architecture
14 11 (11.58%) Data Engineering
15 10 (10.53%) Dimensional Modelling
16 9 (9.47%) Data Visualisation
17 8 (8.42%) Decision-Making
17 8 (8.42%) Machine Learning
18 6 (6.32%) Technical Leadership
Programming Languages
1 43 (45.26%) SQL
2 26 (27.37%) Python
3 14 (14.74%) R
4 8 (8.42%) Scala
5 7 (7.37%) Data Analysis Expressions (DAX)
6 5 (5.26%) VB
7 3 (3.16%) T-SQL
8 2 (2.11%) C
8 2 (2.11%) C#
8 2 (2.11%) Java
8 2 (2.11%) JavaScript
8 2 (2.11%) TypeScript
9 1 (1.05%) VBA
Qualifications
1 7 (7.37%) Degree
2 4 (4.21%) Security Cleared
3 3 (3.16%) SC Cleared
4 2 (2.11%) DV Cleared
4 2 (2.11%) MCPD
4 2 (2.11%) Microsoft Certification
5 1 (1.05%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.05%) COBIT
1 1 (1.05%) Data Quality
System Software
1 28 (29.47%) Docker
Systems Management
1 2 (2.11%) Kubernetes
Vendors
1 20 (21.05%) Teradata
2 15 (15.79%) Google
2 15 (15.79%) Tableau
3 13 (13.68%) Microsoft
4 8 (8.42%) Informatica
5 5 (5.26%) Talend
6 4 (4.21%) Cognos
7 3 (3.16%) Netezza
8 2 (2.11%) Oracle
8 2 (2.11%) Salesforce.com
9 1 (1.05%) Apple