Period
to 25 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
South West > Gloucestershire
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 101 105 139
Rank change year-on-year +4 +34 -90
Permanent jobs citing Data Warehouse 29 40 22
As % of all permanent IT jobs advertised in Gloucestershire 1.73% 2.46% 1.05%
As % of the Database & Business Intelligence category 6.07% 7.08% 3.35%
Number of salaries quoted 26 30 20
Gloucestershire median annual salary £55,000 £42,500 £42,500
Median salary % change year-on-year +29.41% - -1.73%
10th Percentile £31,500 £27,500 £36,950
90th Percentile £71,250 £62,600 £58,289
South West median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% -5.62%

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 Gloucestershire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Gloucestershire
Permanent vacancies with a requirement for database or business intelligence skills 478 565 657
As % of all permanent IT jobs advertised in Gloucestershire 28.47% 34.68% 31.21%
Number of salaries quoted 405 492 512
Gloucestershire median annual salary £45,500 £42,500 £45,000
Median salary % change year-on-year +7.06% -5.56% +11.80%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £62,500 £60,000 £65,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Data Warehouse
Job Vacancy Trend in Gloucestershire

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Data Warehouse in Gloucestershire

Data Warehouse
Salary Trend in Gloucestershire

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

Salary trend for Data Warehouse in Gloucestershire

Data Warehouse
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Warehouse in Gloucestershire over the 6 months to 25 September 2018.

Salary histogram for Data Warehouse in Gloucestershire

Data Warehouse
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Gloucestershire region over the 6 months to 25 September 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
Cheltenham +9 9 £60,000 +60.00% 4
Cirencester +9 9 £55,000 +44.74% 1
Gloucester -2 3 £60,000 +41.18% 2
Tewkesbury - 3 £30,000 -
Data Warehouse
South West

For the 6 months to 25 September 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 Gloucestershire region with a requirement for Data Warehouse.

1 16 (55.17%) SQL
2 11 (37.93%) Agile Software Development
2 11 (37.93%) Analytical Skills
3 10 (34.48%) ETL
4 9 (31.03%) Statistics
4 9 (31.03%) Analytics
4 9 (31.03%) Data Science
5 8 (27.59%) Computer Science
5 8 (27.59%) Business Intelligence
6 7 (24.14%) Oracle
6 7 (24.14%) SQL Server Integration Services
6 7 (24.14%) PowerShell
6 7 (24.14%) Git (software)
6 7 (24.14%) Big Data
7 6 (20.69%) Mathematics
7 6 (20.69%) Operations Research
7 6 (20.69%) Degree
7 6 (20.69%) SQL Server
7 6 (20.69%) T-SQL
7 6 (20.69%) Finance
8 5 (17.24%) Data Modelling
8 5 (17.24%) Workflow
8 5 (17.24%) SAP
8 5 (17.24%) Data Protection Act
8 5 (17.24%) Data Protection
8 5 (17.24%) Continuous Improvement
8 5 (17.24%) Data Quality
8 5 (17.24%) GDPR
8 5 (17.24%) SQL Server 2016
9 4 (13.79%) Problem-Solving

Data Warehouse
Co-occurring IT Skills in Gloucestershire 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 4 (13.79%) Confluence
2 3 (10.34%) SAS
3 2 (6.90%) WebLogic
3 2 (6.90%) WebSphere
4 1 (3.45%) SharePoint
4 1 (3.45%) SharePoint Server
Applications
1 1 (3.45%) Chatbot
1 1 (3.45%) Microsoft Excel
1 1 (3.45%) Microsoft PowerPoint
Business Applications
1 2 (6.90%) Oracle BPM
Cloud Services
1 3 (10.34%) Amazon AWS
2 2 (6.90%) Microsoft Azure
3 1 (3.45%) Amazon EC2
3 1 (3.45%) Amazon S3
3 1 (3.45%) Amazon SageMaker
3 1 (3.45%) Amazon SQS
3 1 (3.45%) SaaS
Communications & Networking
1 1 (3.45%) Intranet
Database & Business Intelligence
1 7 (24.14%) Big Data
1 7 (24.14%) SQL Server Integration Services
2 6 (20.69%) SQL Server
3 5 (17.24%) SQL Server 2016
4 4 (13.79%) BusinessObjects
4 4 (13.79%) SQL Server Reporting Services
5 3 (10.34%) BusinessObjects Business Intelligence
5 3 (10.34%) MySQL
5 3 (10.34%) Oracle Reports
5 3 (10.34%) Power BI
5 3 (10.34%) SQL Server 2008
6 2 (6.90%) BusinessObjects Web Intelligence
6 2 (6.90%) Crystal Reports
6 2 (6.90%) Data Lake
6 2 (6.90%) IBM InfoSphere
6 2 (6.90%) Lumira
6 2 (6.90%) Star Schema
7 1 (3.45%) Amazon Redshift
7 1 (3.45%) Enterprise Data Warehouse
7 1 (3.45%) Relational Database
Development Applications
1 7 (24.14%) Git (software)
2 4 (13.79%) JIRA
3 3 (10.34%) Visual Studio
4 2 (6.90%) Bitbucket
4 2 (6.90%) JMeter
4 2 (6.90%) LoadRunner
4 2 (6.90%) Selenium
4 2 (6.90%) SoapUI
5 1 (3.45%) Atlassian Bamboo
5 1 (3.45%) ERwin
5 1 (3.45%) IntelliJ
General
1 6 (20.69%) Finance
2 4 (13.79%) Retail
Job Titles
1 8 (27.59%) Analyst
2 7 (24.14%) Data Scientist
2 7 (24.14%) Senior Data Scientist
3 5 (17.24%) Developer
4 3 (10.34%) Data Analyst
4 3 (10.34%) DBA
4 3 (10.34%) Report Analyst
4 3 (10.34%) Report Writer
4 3 (10.34%) SQL DBA
5 2 (6.90%) C++ Developer
5 2 (6.90%) C++/Java Developer
5 2 (6.90%) Data Manager
5 2 (6.90%) Development Manager
5 2 (6.90%) Java Developer
5 2 (6.90%) Junior Analyst
5 2 (6.90%) Operations Analyst
5 2 (6.90%) Security Analyst
5 2 (6.90%) Security Operations Analyst
5 2 (6.90%) SQL Analyst
5 2 (6.90%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 3 (10.34%) JSON
1 3 (10.34%) XML
2 2 (6.90%) SOAP
2 2 (6.90%) WebSphere MQ
2 2 (6.90%) XSD
3 1 (3.45%) .NET
3 1 (3.45%) HTML
3 1 (3.45%) Java EE
3 1 (3.45%) Natural Language Processing
3 1 (3.45%) Spring
3 1 (3.45%) WinForms
3 1 (3.45%) WPF
Miscellaneous
1 11 (37.93%) Analytical Skills
2 8 (27.59%) Computer Science
3 5 (17.24%) Data Protection Act
4 3 (10.34%) Greenfield Project
5 2 (6.90%) Fintech
6 1 (3.45%) Algorithms
6 1 (3.45%) Analytical Mindset
6 1 (3.45%) User Experience
Operating Systems
1 2 (6.90%) AIX
1 2 (6.90%) Linux
2 1 (3.45%) Windows
Processes & Methodologies
1 11 (37.93%) Agile Software Development
2 10 (34.48%) ETL
3 9 (31.03%) Analytics
3 9 (31.03%) Data Science
3 9 (31.03%) Statistics
4 8 (27.59%) Business Intelligence
5 6 (20.69%) Mathematics
5 6 (20.69%) Operations Research
6 5 (17.24%) Continuous Improvement
6 5 (17.24%) Data Modelling
6 5 (17.24%) Data Protection
6 5 (17.24%) Workflow
7 4 (13.79%) Open Source
7 4 (13.79%) Problem-Solving
8 3 (10.34%) Data Architecture
8 3 (10.34%) Data Management
8 3 (10.34%) ETL Development
8 3 (10.34%) Scrum
9 2 (6.90%) Data Strategy
9 2 (6.90%) Security Operations
Programming Languages
1 16 (55.17%) SQL
2 7 (24.14%) PowerShell
3 6 (20.69%) T-SQL
4 4 (13.79%) R
5 3 (10.34%) C#
5 3 (10.34%) Python
6 2 (6.90%) C
6 2 (6.90%) C++
6 2 (6.90%) Java
6 2 (6.90%) Shell Script
7 1 (3.45%) VBA
Qualifications
1 6 (20.69%) Degree
2 3 (10.34%) Security Cleared
3 2 (6.90%) ECSA
3 2 (6.90%) GWAPT
4 1 (3.45%) BPSS Clearance
Quality Assurance & Compliance
1 5 (17.24%) Data Quality
1 5 (17.24%) GDPR
Vendors
1 7 (24.14%) Oracle
2 5 (17.24%) SAP
3 4 (13.79%) IBM
4 3 (10.34%) Apple
4 3 (10.34%) Microsoft
4 3 (10.34%) TOWER Software
5 2 (6.90%) Informatica
5 2 (6.90%) Talend
6 1 (3.45%) Alteryx
6 1 (3.45%) Atlassian
6 1 (3.45%) Cognos
6 1 (3.45%) Tableau
6 1 (3.45%) Teradata