Period
to 19 October 2017

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 19 October 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
South West > Gloucestershire
6 months to
19 Oct 2017
Same period 2016 Same period 2015
Rank 99 139 56
Rank change year-on-year +40 -83 +31
Permanent jobs citing Data Warehouse 38 21 104
As % of all permanent IT jobs advertised in Gloucestershire 2.43% 0.97% 4.98%
As % of the Database & Business Intelligence category 7.04% 3.10% 15.41%
Number of salaries quoted 27 19 76
Gloucestershire median annual salary £42,500 £42,500 £43,500
Median salary % change year-on-year - -2.30% +11.40%
10th Percentile £28,100 £36,200 £31,125
90th Percentile £54,550 £65,078 £88,750
South West median annual salary £42,500 £42,500 £45,000
% change year-on-year - -5.56% -5.26%

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 540 677 675
As % of all permanent IT jobs advertised in Gloucestershire 34.53% 31.16% 32.30%
Number of salaries quoted 468 542 529
Gloucestershire median annual salary £42,500 £45,000 £41,000
Median salary % change year-on-year -5.56% +9.76% +7.61%
10th Percentile £25,500 £27,550 £27,500
90th Percentile £57,500 £65,000 £62,500
South West median annual salary £40,000 £40,000 £38,000
% change year-on-year - +5.26% +1.33%

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 19 October 2017.

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 19 October 2017. 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 -4 13 £53,500 +33.75%
Gloucester +19 12 £40,000 -5.88% 2
Cheltenham +16 1 £37,500 -28.57%
Filton - 1 £45,000 -
Data Warehouse
South West

For the 6 months to 19 October 2017, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Gloucestershire region with a requirement for Data Warehouse.

1 34 (89.47%) SQL
2 29 (76.32%) Business Intelligence
3 22 (57.89%) ETL
3 22 (57.89%) Data Modelling
4 17 (44.74%) SQL Server Integration Services
5 16 (42.11%) BusinessObjects
5 16 (42.11%) SQL Server
6 13 (34.21%) ERwin
6 13 (34.21%) Analytical Skills
6 13 (34.21%) Power BI
7 12 (31.58%) Finance
7 12 (31.58%) Data Analysis
8 11 (28.95%) Tableau
9 10 (26.32%) Microsoft Excel
10 9 (23.68%) Data Management
11 8 (21.05%) Business Analysis
11 8 (21.05%) Cognos
11 8 (21.05%) Analytics
12 7 (18.42%) Qlik Sense
12 7 (18.42%) Data Quality
12 7 (18.42%) Degree
12 7 (18.42%) SQL Server Reporting Services
12 7 (18.42%) Mathematics
12 7 (18.42%) Numerate Degree
13 6 (15.79%) Kimball Methodology
13 6 (15.79%) Migration
13 6 (15.79%) Oracle
14 5 (13.16%) XML
14 5 (13.16%) IBM
14 5 (13.16%) QlikView

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 (10.53%) Oracle SOA Suite
2 3 (7.89%) SAS
3 1 (2.63%) WebLogic
3 1 (2.63%) WebSphere
Applications
1 10 (26.32%) Microsoft Excel
2 1 (2.63%) SPSS
Business Applications
1 3 (7.89%) Cognos Business Intelligence
2 1 (2.63%) Oracle BPM
Cloud Services
1 4 (10.53%) Microsoft Azure
2 1 (2.63%) Amazon AWS
Database & Business Intelligence
1 17 (44.74%) SQL Server Integration Services
2 16 (42.11%) BusinessObjects
2 16 (42.11%) SQL Server
3 13 (34.21%) Power BI
4 7 (18.42%) Qlik Sense
4 7 (18.42%) SQL Server Reporting Services
5 5 (13.16%) QlikView
5 5 (13.16%) SQL Server 2008
5 5 (13.16%) SQL Server 2012
6 4 (10.53%) Enterprise Data Warehouse
6 4 (10.53%) Oracle Database
6 4 (10.53%) Oracle ODI
7 3 (7.89%) Cognos Framework Manager
7 3 (7.89%) Cognos Report Studio
7 3 (7.89%) DecisionStream
7 3 (7.89%) SQL Server Analysis Services
8 2 (5.26%) IBM InfoSphere
9 1 (2.63%) Amazon Redshift
9 1 (2.63%) Big Data
Development Applications
1 13 (34.21%) ERwin
2 1 (2.63%) JMeter
2 1 (2.63%) LoadRunner
2 1 (2.63%) Selenium
2 1 (2.63%) SoapUI
General
1 12 (31.58%) Finance
2 3 (7.89%) Manufacturing
3 2 (5.26%) Banking
4 1 (2.63%) Retail
Job Titles
1 18 (47.37%) Analyst
2 16 (42.11%) Developer
3 10 (26.32%) Business Intelligence Analyst
3 10 (26.32%) Data Analyst
4 7 (18.42%) SQL Developer
5 6 (15.79%) Business Intelligence Developer
6 5 (13.16%) Business Developer
7 4 (10.53%) ETL Developer
7 4 (10.53%) SQL Analyst
8 3 (7.89%) Cognos BI Developer
8 3 (7.89%) Cognos Developer
8 3 (7.89%) Lead Developer
8 3 (7.89%) Senior Analyst
8 3 (7.89%) Senior Business Intelligence Analyst
8 3 (7.89%) SQL BI Developer
9 2 (5.26%) Data Quality Analyst
9 2 (5.26%) Financial Analyst
9 2 (5.26%) Junior Developer
9 2 (5.26%) Quality Analyst
9 2 (5.26%) Report Analyst
Libraries, Frameworks & Software Standards
1 5 (13.16%) XML
2 4 (10.53%) Web Services
3 1 (2.63%) JSON
3 1 (2.63%) SOAP
3 1 (2.63%) XSD
Miscellaneous
1 13 (34.21%) Analytical Skills
2 2 (5.26%) Algorithms
3 1 (2.63%) Greenfield Project
Operating Systems
1 1 (2.63%) AIX
1 1 (2.63%) Linux
Processes & Methodologies
1 29 (76.32%) Business Intelligence
2 22 (57.89%) Data Modelling
2 22 (57.89%) ETL
3 12 (31.58%) Data Analysis
4 9 (23.68%) Data Management
5 8 (21.05%) Analytics
5 8 (21.05%) Business Analysis
6 7 (18.42%) Mathematics
7 6 (15.79%) Kimball Methodology
7 6 (15.79%) Migration
8 5 (13.16%) Data Integration
8 5 (13.16%) Data Mapping
8 5 (13.16%) Statistical Modelling
9 4 (10.53%) Data Governance
9 4 (10.53%) Data Virtualisation
9 4 (10.53%) Information Management
9 4 (10.53%) SDLC
9 4 (10.53%) SOA
9 4 (10.53%) Stakeholder Management
9 4 (10.53%) Visualisation
Programming Languages
1 34 (89.47%) SQL
2 4 (10.53%) C
2 4 (10.53%) PL/SQL
2 4 (10.53%) T-SQL
3 1 (2.63%) C++
3 1 (2.63%) Java
3 1 (2.63%) Python
3 1 (2.63%) Shell Script
Qualifications
1 7 (18.42%) Degree
1 7 (18.42%) Numerate Degree
2 4 (10.53%) Security Cleared
3 3 (7.89%) SC Cleared
Quality Assurance & Compliance
1 7 (18.42%) Data Quality
2 2 (5.26%) GDPR
2 2 (5.26%) QA
2 2 (5.26%) Solvency II
Vendors
1 11 (28.95%) Tableau
2 8 (21.05%) Cognos
3 6 (15.79%) Oracle
4 5 (13.16%) IBM
5 4 (10.53%) Microsoft
6 2 (5.26%) DataFlux
6 2 (5.26%) Teradata