Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
South West > Gloucestershire
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 95 113 129
Rank change year-on-year +18 +16 -81
Permanent jobs citing Data Warehouse 34 32 27
As % of all permanent IT jobs advertised in Gloucestershire 2.03% 1.88% 1.29%
As % of the Database & Business Intelligence category 7.08% 5.44% 4.21%
Number of salaries quoted 29 33 19
Gloucestershire median annual salary £55,000 £45,000 £40,000
Median salary % change year-on-year +22.22% +12.50% -5.88%
10th Percentile £40,000 £29,000 £30,000
90th Percentile £67,500 £80,000 £59,078
South West median annual salary £42,500 £42,000 £41,000
% change year-on-year +1.19% +2.44% -3.53%

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 480 588 641
As % of all permanent IT jobs advertised in Gloucestershire 28.67% 34.49% 30.55%
Number of salaries quoted 407 516 483
Gloucestershire median annual salary £46,000 £42,500 £45,000
Median salary % change year-on-year +8.24% -5.56% +12.50%
10th Percentile £26,750 £26,500 £27,500
90th Percentile £62,200 £63,750 £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 20 July 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 20 July 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
Cirencester +26 10 £55,000 +103.70% 3
Cheltenham - 10 £55,000 - 1
Tewkesbury - 3 £30,000 -
Gloucester -2 2 £45,000 - 7
Data Warehouse
South West

For the 6 months to 20 July 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 22 (64.71%) SQL
2 17 (50.00%) Business Intelligence
3 15 (44.12%) Agile Software Development
4 12 (35.29%) SQL Server
4 12 (35.29%) ETL
4 12 (35.29%) Analytical Skills
5 11 (32.35%) Data Management
6 10 (29.41%) Data Modelling
6 10 (29.41%) Analytics
7 9 (26.47%) Data Quality
7 9 (26.47%) Finance
7 9 (26.47%) SQL Server Integration Services
8 8 (23.53%) SAP
8 8 (23.53%) T-SQL
8 8 (23.53%) Big Data
9 7 (20.59%) SQL Server 2016
9 7 (20.59%) Oracle
9 7 (20.59%) IBM
9 7 (20.59%) Microsoft
9 7 (20.59%) Migration
9 7 (20.59%) Data Analysis
9 7 (20.59%) Security Cleared
10 6 (17.65%) SQL Server 2008
10 6 (17.65%) Statistics
10 6 (17.65%) Workflow
10 6 (17.65%) Power BI
10 6 (17.65%) Data Science
10 6 (17.65%) IBM InfoSphere
11 5 (14.71%) Decision-Making
11 5 (14.71%) GDPR

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 (11.76%) Confluence
1 4 (11.76%) SharePoint
1 4 (11.76%) SharePoint Server
2 3 (8.82%) WebLogic
2 3 (8.82%) WebSphere
3 2 (5.88%) SAS
Applications
1 5 (14.71%) Microsoft Excel
2 4 (11.76%) Microsoft PowerPoint
3 1 (2.94%) Chatbot
Business Applications
1 4 (11.76%) Dynamics CRM
2 3 (8.82%) Oracle BPM
Cloud Services
1 5 (14.71%) Microsoft Azure
1 5 (14.71%) SaaS
2 2 (5.88%) Amazon AWS
2 2 (5.88%) Azure Active Directory
2 2 (5.88%) Azure Data Factory
2 2 (5.88%) Data Lake Analytics
2 2 (5.88%) PaaS
3 1 (2.94%) Amazon EC2
3 1 (2.94%) Amazon S3
3 1 (2.94%) Amazon SageMaker
3 1 (2.94%) Amazon SQS
Communications & Networking
1 4 (11.76%) Intranet
2 2 (5.88%) SMS
Database & Business Intelligence
1 12 (35.29%) SQL Server
2 9 (26.47%) SQL Server Integration Services
3 8 (23.53%) Big Data
4 7 (20.59%) SQL Server 2016
5 6 (17.65%) IBM InfoSphere
5 6 (17.65%) Power BI
5 6 (17.65%) SQL Server 2008
6 5 (14.71%) Data Lake
6 5 (14.71%) SQL Server Reporting Services
7 4 (11.76%) BusinessObjects
7 4 (11.76%) SQL Server 2005
7 4 (11.76%) SQL Server 2012
8 3 (8.82%) DataStage
8 3 (8.82%) MySQL
8 3 (8.82%) Oracle Reports
8 3 (8.82%) Relational Database
9 2 (5.88%) Azure SQL Data Warehouse
9 2 (5.88%) BusinessObjects Business Intelligence
9 2 (5.88%) HDInsight
9 2 (5.88%) Lumira
Development Applications
1 4 (11.76%) Git (software)
1 4 (11.76%) JIRA
2 3 (8.82%) ERwin
2 3 (8.82%) JMeter
2 3 (8.82%) LoadRunner
2 3 (8.82%) Selenium
2 3 (8.82%) SoapUI
2 3 (8.82%) Visual Studio
3 2 (5.88%) Bitbucket
4 1 (2.94%) Atlassian Bamboo
4 1 (2.94%) IntelliJ
General
1 9 (26.47%) Finance
2 4 (11.76%) Retail
Job Titles
1 9 (26.47%) Analyst
2 8 (23.53%) Developer
3 6 (17.65%) Report Analyst
4 4 (11.76%) Data Scientist
4 4 (11.76%) Senior Data Scientist
5 3 (8.82%) Architect
5 3 (8.82%) C++ Developer
5 3 (8.82%) C++/Java Developer
5 3 (8.82%) Data Analyst
5 3 (8.82%) Java Developer
5 3 (8.82%) Report Writer
6 2 (5.88%) Administrator
6 2 (5.88%) Business Intelligence Developer
6 2 (5.88%) Data Architect
6 2 (5.88%) DBA
6 2 (5.88%) Information Governance Manager
6 2 (5.88%) Information Manager
6 2 (5.88%) Junior
6 2 (5.88%) Junior Analyst
6 2 (5.88%) SQL DBA
Libraries, Frameworks & Software Standards
1 4 (11.76%) HTML
1 4 (11.76%) JSON
1 4 (11.76%) XML
2 3 (8.82%) SOAP
2 3 (8.82%) WebSphere MQ
2 3 (8.82%) XSD
3 1 (2.94%) Java EE
3 1 (2.94%) Natural Language Processing
3 1 (2.94%) Spring
Miscellaneous
1 12 (35.29%) Analytical Skills
2 4 (11.76%) User Experience
3 3 (8.82%) Computer Science
3 3 (8.82%) Data Protection Act
4 2 (5.88%) Fintech
5 1 (2.94%) Algorithms
5 1 (2.94%) Data Structures
5 1 (2.94%) Greenfield Project
Operating Systems
1 3 (8.82%) AIX
1 3 (8.82%) Linux
2 1 (2.94%) Windows
Processes & Methodologies
1 17 (50.00%) Business Intelligence
2 15 (44.12%) Agile Software Development
3 12 (35.29%) ETL
4 11 (32.35%) Data Management
5 10 (29.41%) Analytics
5 10 (29.41%) Data Modelling
6 7 (20.59%) Data Analysis
6 7 (20.59%) Migration
7 6 (17.65%) Data Science
7 6 (17.65%) Statistics
7 6 (17.65%) Workflow
8 5 (14.71%) Data Integration
8 5 (14.71%) Decision-Making
8 5 (14.71%) Stakeholder Management
9 4 (11.76%) Content Management
9 4 (11.76%) CRM
9 4 (11.76%) Data Architecture
9 4 (11.76%) ERP
9 4 (11.76%) Mathematics
9 4 (11.76%) Scrum
Programming Languages
1 22 (64.71%) SQL
2 8 (23.53%) T-SQL
3 4 (11.76%) PowerShell
3 4 (11.76%) Python
3 4 (11.76%) R
3 4 (11.76%) VBA
4 3 (8.82%) C
4 3 (8.82%) C++
4 3 (8.82%) Java
4 3 (8.82%) Shell Script
5 2 (5.88%) U-SQL
Qualifications
1 7 (20.59%) Security Cleared
2 4 (11.76%) BPSS Clearance
2 4 (11.76%) Degree
3 1 (2.94%) Numerate Degree
Quality Assurance & Compliance
1 9 (26.47%) Data Quality
2 5 (14.71%) GDPR
3 2 (5.88%) QA
System Software
1 2 (5.88%) Active Directory
Vendors
1 8 (23.53%) SAP
2 7 (20.59%) IBM
2 7 (20.59%) Microsoft
2 7 (20.59%) Oracle
3 3 (8.82%) Apple
3 3 (8.82%) TOWER Software
4 2 (5.88%) MicroStrategy
4 2 (5.88%) Tableau
4 2 (5.88%) Teradata
5 1 (2.94%) Alteryx
5 1 (2.94%) Atlassian
5 1 (2.94%) Informatica
5 1 (2.94%) Talend