Period
to 18 December 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 18 December 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
South West > Gloucestershire
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 100 91 132
Rank change year-on-year -9 +41 -41
Permanent jobs citing Data Warehouse 24 44 27
As % of all permanent IT jobs advertised in Gloucestershire 1.58% 3.07% 1.20%
As % of the Database & Business Intelligence category 6.12% 8.92% 4.04%
Number of salaries quoted 22 29 26
Gloucestershire median annual salary £60,000 £42,500 £42,500
Median salary % change year-on-year +41.18% - +6.25%
10th Percentile £30,100 £27,500 £37,500
90th Percentile £82,000 £59,000 £60,625
South West median annual salary £52,500 £42,500 £42,500
% change year-on-year +23.53% - -5.56%

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 392 493 669
As % of all permanent IT jobs advertised in Gloucestershire 25.79% 34.40% 29.64%
Number of salaries quoted 310 417 559
Gloucestershire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +12.50%
10th Percentile £30,000 £25,000 £30,000
90th Percentile £65,000 £58,750 £63,750
South West median annual salary £45,000 £40,000 £41,500
% change year-on-year +12.50% -3.61% +6.41%

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 18 December 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 18 December 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
Gloucester -6 9 £58,500 +37.65% 3
Cheltenham +10 6 £60,000 +4.35% 2
Cirencester -2 6 £68,750 +30.95%
Data Warehouse
South West

For the 6 months to 18 December 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 11 (45.83%) Analytics
2 10 (41.67%) SQL
2 10 (41.67%) Finance
3 9 (37.50%) ETL
4 8 (33.33%) Agile Software Development
4 8 (33.33%) Computer Science
5 7 (29.17%) Business Intelligence
5 7 (29.17%) Analytical Skills
5 7 (29.17%) Data Science
6 6 (25.00%) PowerShell
6 6 (25.00%) Amazon AWS
6 6 (25.00%) Git (software)
6 6 (25.00%) Statistics
6 6 (25.00%) Operations Research
6 6 (25.00%) Degree
6 6 (25.00%) SQL Server Integration Services
6 6 (25.00%) Mathematics
7 5 (20.83%) BusinessObjects
7 5 (20.83%) ERwin
7 5 (20.83%) Data Analytics
7 5 (20.83%) Greenfield Project
8 4 (16.67%) GDPR
8 4 (16.67%) Open Source
8 4 (16.67%) Big Data
8 4 (16.67%) Workflow
8 4 (16.67%) Informatica
8 4 (16.67%) Data Modelling
8 4 (16.67%) Oracle
8 4 (16.67%) SQL Server
8 4 (16.67%) Data Protection Act

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 1 (4.17%) SAS
Cloud Services
1 6 (25.00%) Amazon AWS
2 3 (12.50%) Microsoft Azure
Database & Business Intelligence
1 6 (25.00%) SQL Server Integration Services
2 5 (20.83%) BusinessObjects
3 4 (16.67%) Big Data
3 4 (16.67%) SQL Server
4 3 (12.50%) Data Lake
4 3 (12.50%) SQL Server 2016
5 2 (8.33%) BusinessObjects Business Intelligence
5 2 (8.33%) BusinessObjects Web Intelligence
5 2 (8.33%) Crystal Reports
5 2 (8.33%) Lumira
5 2 (8.33%) Star Schema
6 1 (4.17%) DataStage
6 1 (4.17%) DB2
6 1 (4.17%) Enterprise Data Warehouse
6 1 (4.17%) RDBMS
6 1 (4.17%) Relational Database
6 1 (4.17%) SQL Server 2008
6 1 (4.17%) SQL Server Reporting Services
Development Applications
1 6 (25.00%) Git (software)
2 5 (20.83%) ERwin
General
1 10 (41.67%) Finance
2 1 (4.17%) Banking
Job Titles
1 6 (25.00%) Architect
1 6 (25.00%) Data Architect
1 6 (25.00%) Data Scientist
1 6 (25.00%) Senior Data Scientist
2 5 (20.83%) Senior Architect
2 5 (20.83%) Senior Data Architect
3 4 (16.67%) Developer
3 4 (16.67%) Development Manager
4 3 (12.50%) Analyst
5 2 (8.33%) Data Warehouse Developer
5 2 (8.33%) Lead Architect
5 2 (8.33%) Lead Data Architect
5 2 (8.33%) Operations Analyst
5 2 (8.33%) Security Analyst
5 2 (8.33%) Security Operations Analyst
6 1 (4.17%) C# .NET Developer
6 1 (4.17%) Data Warehouse Manager
6 1 (4.17%) Senior Development Manager
6 1 (4.17%) T-SQL Developer
6 1 (4.17%) WPF Developer
Libraries, Frameworks & Software Standards
1 1 (4.17%) .NET
1 1 (4.17%) WinForms
1 1 (4.17%) WPF
Miscellaneous
1 7 (29.17%) Analytical Skills
2 5 (20.83%) Greenfield Project
3 4 (16.67%) Data Protection Act
4 1 (4.17%) Analytical Mindset
Operating Systems
1 1 (4.17%) AIX
1 1 (4.17%) Windows
Processes & Methodologies
1 11 (45.83%) Analytics
2 9 (37.50%) ETL
3 8 (33.33%) Agile Software Development
3 8 (33.33%) Computer Science
4 7 (29.17%) Business Intelligence
4 7 (29.17%) Data Science
5 6 (25.00%) Mathematics
5 6 (25.00%) Operations Research
5 6 (25.00%) Statistics
6 5 (20.83%) Data Analytics
7 4 (16.67%) Data Modelling
7 4 (16.67%) Data Protection
7 4 (16.67%) Open Source
7 4 (16.67%) Workflow
8 3 (12.50%) Conceptual Models
8 3 (12.50%) Continuous Improvement
8 3 (12.50%) Data Architecture
8 3 (12.50%) Enterprise Architecture
8 3 (12.50%) Kimball Methodology
8 3 (12.50%) Logical Data Model
Programming Languages
1 10 (41.67%) SQL
2 6 (25.00%) PowerShell
3 3 (12.50%) C#
3 3 (12.50%) T-SQL
Qualifications
1 6 (25.00%) Degree
2 2 (8.33%) ECSA
2 2 (8.33%) GWAPT
Quality Assurance & Compliance
1 4 (16.67%) GDPR
2 2 (8.33%) Data Quality
Vendors
1 4 (16.67%) Informatica
1 4 (16.67%) Oracle
2 3 (12.50%) Cognos
2 3 (12.50%) Talend
2 3 (12.50%) Teradata
3 2 (8.33%) IBM
3 2 (8.33%) SAP