Period
to 4 August 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 4 August 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South West
6 months to
4 Aug 2020
Same period 2019 Same period 2018
Rank 142 120 143
Rank change year-on-year -22 +23 0
Permanent jobs citing Data Warehouse 82 268 235
As % of all permanent jobs advertised in the South West 1.85% 2.67% 2.20%
As % of the Database & Business Intelligence category 6.69% 9.12% 7.24%
Number of salaries quoted 75 253 186
Median annual salary £46,500 £53,000 £42,500
Median salary % change year-on-year -12.26% +24.71% -
10th Percentile £31,986 £37,500 £31,313
90th Percentile £73,750 £72,250 £63,750
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

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 1,225 2,937 3,247
As % of all permanent IT jobs advertised in the South West 27.57% 29.28% 30.35%
Number of salaries quoted 1,017 2,407 2,796
Median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £31,000 £27,650 £27,500
90th Percentile £70,000 £66,250 £62,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

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 4 August 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 4 August 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 0 32 £48,000 -21.95% 3
Somerset +13 12 £44,000 +6.67% 1
Bristol -21 12 £51,250 -4.03% 2
Gloucestershire +43 9 £32,500 -31.58%
Devon +18 9 £40,000 +45.45%
Dorset +28 6 £50,000 -
Data Warehouse
England

For the 6 months to 4 August 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 40 (48.78%) Business Intelligence
1 40 (48.78%) Agile Software Development
2 38 (46.34%) SQL
3 37 (45.12%) ETL
4 30 (36.59%) SQL Server
4 30 (36.59%) Analytics
5 26 (31.71%) Analytical Skills
6 25 (30.49%) Scrum
7 24 (29.27%) SQL Server Integration Services
8 23 (28.05%) SQL Server Reporting Services
8 23 (28.05%) Finance
9 22 (26.83%) Python
9 22 (26.83%) DevOps
9 22 (26.83%) Project Delivery
10 21 (25.61%) Power Platform
10 21 (25.61%) Power BI
11 20 (24.39%) Big Data
12 19 (23.17%) Kanban
13 18 (21.95%) Continuous Improvement
13 18 (21.95%) Docker
13 18 (21.95%) Data Lake
14 17 (20.73%) Stakeholder Management
15 16 (19.51%) Data Strategy
15 16 (19.51%) Jenkins
15 16 (19.51%) Azure
15 16 (19.51%) Cucumber
16 15 (18.29%) Hadoop
16 15 (18.29%) Teradata
17 14 (17.07%) SQL Server Analysis Services
18 13 (15.85%) Microsoft

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 11 (13.41%) Apache Spark
2 9 (10.98%) Apache Airflow
3 7 (8.54%) Apache
4 4 (4.88%) SharePoint
5 3 (3.66%) SharePoint 2010
5 3 (3.66%) SharePoint 2013
6 2 (2.44%) SAS
Applications
1 3 (3.66%) Microsoft Excel
2 2 (2.44%) Microsoft Office
Business Applications
1 3 (3.66%) Maximo
2 2 (2.44%) Cognos Business Intelligence
3 1 (1.22%) Raiser's Edge
3 1 (1.22%) Unit4 Business World
Cloud Services
1 21 (25.61%) Power Platform
2 16 (19.51%) Azure
3 13 (15.85%) AWS
3 13 (15.85%) GCP
4 4 (4.88%) Amazon S3
5 3 (3.66%) Azure Data Factory
5 3 (3.66%) Serverless
6 2 (2.44%) Amazon EC2
6 2 (2.44%) Amazon ELB
6 2 (2.44%) AWS Lambda
6 2 (2.44%) Logic Apps
6 2 (2.44%) Route 53
6 2 (2.44%) Virtual Private Cloud
7 1 (1.22%) GitHub
7 1 (1.22%) IaaS
7 1 (1.22%) PaaS
7 1 (1.22%) SaaS
7 1 (1.22%) Trello
Database & Business Intelligence
1 30 (36.59%) SQL Server
2 24 (29.27%) SQL Server Integration Services
3 23 (28.05%) SQL Server Reporting Services
4 21 (25.61%) Power BI
5 20 (24.39%) Big Data
6 18 (21.95%) Data Lake
7 15 (18.29%) Hadoop
8 14 (17.07%) SQL Server Analysis Services
9 10 (12.20%) BigQuery
10 9 (10.98%) Apache Hive
11 7 (8.54%) Amazon Redshift
12 4 (4.88%) Azure SQL Data Warehouse
12 4 (4.88%) BusinessObjects
13 3 (3.66%) PostgreSQL
13 3 (3.66%) QlikView
13 3 (3.66%) Relational Database
14 2 (2.44%) Amazon RDS
14 2 (2.44%) Impala
14 2 (2.44%) Snowflake Schema
14 2 (2.44%) Spotfire
Development Applications
1 16 (19.51%) Cucumber
1 16 (19.51%) Jenkins
2 3 (3.66%) Team Foundation Server
3 2 (2.44%) ERwin
4 1 (1.22%) JIRA
General
1 23 (28.05%) Finance
2 4 (4.88%) Marketing
3 2 (2.44%) Legal
3 2 (2.44%) Retail
4 1 (1.22%) Public Sector
Job Titles
1 27 (32.93%) Developer
2 24 (29.27%) Data Engineer
3 14 (17.07%) Analyst
3 14 (17.07%) Business Intelligence Developer
4 10 (12.20%) Architect
5 6 (7.32%) Business Analyst
6 5 (6.10%) Business Systems Analyst
6 5 (6.10%) Data Architect
6 5 (6.10%) Data Warehouse Analyst
6 5 (6.10%) Lead Developer
6 5 (6.10%) Senior Developer
6 5 (6.10%) Systems Analyst
6 5 (6.10%) Technical Analyst
6 5 (6.10%) Technical Business Analyst
7 4 (4.88%) Database Developer
7 4 (4.88%) Power BI Developer
7 4 (4.88%) Senior Data Engineer
8 3 (3.66%) .NET Developer
8 3 (3.66%) Data Warehouse Business Analyst
8 3 (3.66%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 4 (4.88%) .NET
1 4 (4.88%) ASP.NET
1 4 (4.88%) REST
2 3 (3.66%) .NET Core
2 3 (3.66%) .NET Framework
2 3 (3.66%) AngularJS
2 3 (3.66%) ASP.NET MVC
2 3 (3.66%) CSS
2 3 (3.66%) HTML
3 2 (2.44%) MDX
4 1 (1.22%) JSON
4 1 (1.22%) SOAP
4 1 (1.22%) Web Services
4 1 (1.22%) XML
Miscellaneous
1 26 (31.71%) Analytical Skills
2 8 (9.76%) Self-Motivation
3 7 (8.54%) Management Information System
4 5 (6.10%) Driving Licence
5 4 (4.88%) Analytical Mindset
5 4 (4.88%) Mobile App
6 2 (2.44%) Data Structures
7 1 (1.22%) Enterprise Software
7 1 (1.22%) NHS
7 1 (1.22%) Renewable Energy
Operating Systems
1 2 (2.44%) Linux
1 2 (2.44%) Windows
Processes & Methodologies
1 40 (48.78%) Agile Software Development
1 40 (48.78%) Business Intelligence
2 37 (45.12%) ETL
3 30 (36.59%) Analytics
4 25 (30.49%) Scrum
5 22 (26.83%) DevOps
5 22 (26.83%) Project Delivery
6 19 (23.17%) Kanban
7 18 (21.95%) Continuous Improvement
8 17 (20.73%) Stakeholder Management
9 16 (19.51%) Data Strategy
10 10 (12.20%) Data Modelling
10 10 (12.20%) Visualisation
11 9 (10.98%) Data Engineering
11 9 (10.98%) Information Management
12 7 (8.54%) Business Analysis
12 7 (8.54%) CRM
12 7 (8.54%) Data Management
12 7 (8.54%) Mathematics
12 7 (8.54%) Technical Leadership
Programming Languages
1 38 (46.34%) SQL
2 22 (26.83%) Python
3 11 (13.41%) R
4 9 (10.98%) Scala
5 8 (9.76%) Data Analysis Expressions (DAX)
6 6 (7.32%) JavaScript
6 6 (7.32%) T-SQL
7 5 (6.10%) C#
7 5 (6.10%) Java
8 3 (3.66%) Go
8 3 (3.66%) PowerShell
8 3 (3.66%) Ruby
8 3 (3.66%) TypeScript
9 2 (2.44%) C
9 2 (2.44%) VB
9 2 (2.44%) XMLA
10 1 (1.22%) C++
10 1 (1.22%) VB.NET
10 1 (1.22%) VBA
Qualifications
1 8 (9.76%) Degree
2 5 (6.10%) Security Cleared
3 4 (4.88%) SC Cleared
4 3 (3.66%) MCPD
4 3 (3.66%) Microsoft Certification
4 3 (3.66%) Numerate Degree
5 2 (2.44%) DV Cleared
6 1 (1.22%) TOGAF Certification
Quality Assurance & Compliance
1 2 (2.44%) COBIT
2 1 (1.22%) Data Quality
2 1 (1.22%) PMO
System Software
1 18 (21.95%) Docker
Systems Management
1 2 (2.44%) Kubernetes
Vendors
1 15 (18.29%) Teradata
2 13 (15.85%) Microsoft
3 9 (10.98%) Informatica
3 9 (10.98%) Salesforce.com
4 8 (9.76%) Google
4 8 (9.76%) Tableau
5 4 (4.88%) Cognos
6 3 (3.66%) Marketo
6 3 (3.66%) Netezza
7 2 (2.44%) Oracle
7 2 (2.44%) Talend
8 1 (1.22%) Alteryx
8 1 (1.22%) Databricks
8 1 (1.22%) SnapLogic