Period
to 18 November 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
South West > Gloucestershire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 95 138 72
Rank change year-on-year +43 -66 +32
Permanent jobs citing Data Warehouse 42 26 80
As % of all permanent IT jobs advertised in Gloucestershire 2.81% 1.14% 3.89%
As % of the Database & Business Intelligence category 8.19% 3.77% 12.23%
Number of salaries quoted 29 25 51
Gloucestershire median annual salary £42,500 £42,500 £42,500
10th Percentile £27,500 £37,500 £28,500
90th Percentile £58,000 £61,500 £62,500
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 513 690 654
As % of all permanent IT jobs advertised in Gloucestershire 34.34% 30.38% 31.78%
Number of salaries quoted 438 571 517
Gloucestershire median annual salary £44,500 £45,000 £42,500
Median salary % change year-on-year -1.11% +5.88% +13.33%
10th Percentile £25,250 £30,000 £27,500
90th Percentile £57,500 £65,000 £65,000
South West median annual salary £40,000 £40,000 £38,533
% change year-on-year - +3.81% +2.75%

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 November 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 18 November 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 +2 16 £45,750 +14.38% 1
Gloucester +27 14 £42,500 +1.19%
Cheltenham +8 2 £48,750 -4.88%
Data Warehouse
South West

For the 6 months to 18 November 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 37 (88.10%) SQL
2 31 (73.81%) Business Intelligence
3 24 (57.14%) Data Modelling
4 21 (50.00%) SQL Server
5 20 (47.62%) ETL
6 19 (45.24%) BusinessObjects
7 17 (40.48%) SQL Server Integration Services
8 16 (38.10%) Finance
9 15 (35.71%) ERwin
9 15 (35.71%) Power BI
10 14 (33.33%) Analytical Skills
10 14 (33.33%) Data Analysis
11 13 (30.95%) Tableau
12 12 (28.57%) Data Management
13 11 (26.19%) Microsoft Excel
14 10 (23.81%) Degree
15 9 (21.43%) Mathematics
15 9 (21.43%) Cognos
15 9 (21.43%) Numerate Degree
16 8 (19.05%) Qlik Sense
16 8 (19.05%) Migration
16 8 (19.05%) Kimball Methodology
16 8 (19.05%) Analytics
17 7 (16.67%) Data Quality
17 7 (16.67%) QlikView
17 7 (16.67%) SQL Server Reporting Services
17 7 (16.67%) Business Analysis
18 6 (14.29%) Data Mapping
18 6 (14.29%) Statistical Modelling
18 6 (14.29%) Data Governance

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 5 (11.90%) SAS
2 2 (4.76%) Oracle SOA Suite
3 1 (2.38%) Confluence
3 1 (2.38%) WebLogic
3 1 (2.38%) WebSphere
Applications
1 11 (26.19%) Microsoft Excel
2 1 (2.38%) SPSS
Business Applications
1 3 (7.14%) Cognos Business Intelligence
2 1 (2.38%) Oracle BPM
Cloud Services
1 5 (11.90%) Microsoft Azure
2 3 (7.14%) Amazon AWS
3 1 (2.38%) Amazon SQS
Database & Business Intelligence
1 21 (50.00%) SQL Server
2 19 (45.24%) BusinessObjects
3 17 (40.48%) SQL Server Integration Services
4 15 (35.71%) Power BI
5 8 (19.05%) Qlik Sense
6 7 (16.67%) QlikView
6 7 (16.67%) SQL Server Reporting Services
7 5 (11.90%) SQL Server 2008
7 5 (11.90%) SQL Server 2012
8 3 (7.14%) Amazon Redshift
8 3 (7.14%) Cognos Framework Manager
8 3 (7.14%) Cognos Report Studio
8 3 (7.14%) DecisionStream
8 3 (7.14%) Semantic Layer
8 3 (7.14%) SQL Server Analysis Services
9 2 (4.76%) Enterprise Data Warehouse
9 2 (4.76%) IBM InfoSphere
9 2 (4.76%) MySQL
9 2 (4.76%) Oracle ODI
9 2 (4.76%) PostgreSQL
Development Applications
1 15 (35.71%) ERwin
2 1 (2.38%) Atlassian Bamboo
2 1 (2.38%) Git (software)
2 1 (2.38%) JIRA
2 1 (2.38%) JMeter
2 1 (2.38%) LoadRunner
2 1 (2.38%) Selenium
2 1 (2.38%) SoapUI
General
1 16 (38.10%) Finance
2 3 (7.14%) Manufacturing
3 2 (4.76%) Banking
4 1 (2.38%) Marketing
4 1 (2.38%) Retail Banking
Job Titles
1 22 (52.38%) Analyst
2 15 (35.71%) Data Analyst
3 14 (33.33%) Developer
4 9 (21.43%) Business Intelligence Analyst
5 7 (16.67%) SQL Developer
6 6 (14.29%) Business Intelligence Developer
7 5 (11.90%) Business Developer
8 4 (9.52%) Data Quality Analyst
8 4 (9.52%) Quality Analyst
8 4 (9.52%) Senior Analyst
8 4 (9.52%) Senior Data Analyst
8 4 (9.52%) SQL Analyst
9 3 (7.14%) Cognos BI Developer
9 3 (7.14%) Cognos Developer
9 3 (7.14%) Financial Analyst
9 3 (7.14%) Senior Financial Analyst
9 3 (7.14%) SQL BI Developer
10 2 (4.76%) ETL Developer
10 2 (4.76%) Team Leader
10 2 (4.76%) Technical Leader
Libraries, Frameworks & Software Standards
1 3 (7.14%) XML
2 2 (4.76%) JSON
2 2 (4.76%) REST
2 2 (4.76%) Web Services
3 1 (2.38%) SOAP
3 1 (2.38%) Visualforce
3 1 (2.38%) XSD
Miscellaneous
1 14 (33.33%) Analytical Skills
2 4 (9.52%) Algorithms
3 1 (2.38%) Greenfield Project
3 1 (2.38%) User Experience
Operating Systems
1 1 (2.38%) AIX
1 1 (2.38%) Linux
Processes & Methodologies
1 31 (73.81%) Business Intelligence
2 24 (57.14%) Data Modelling
3 20 (47.62%) ETL
4 14 (33.33%) Data Analysis
5 12 (28.57%) Data Management
6 9 (21.43%) Mathematics
7 8 (19.05%) Analytics
7 8 (19.05%) Kimball Methodology
7 8 (19.05%) Migration
8 7 (16.67%) Business Analysis
9 6 (14.29%) Data Governance
9 6 (14.29%) Data Mapping
9 6 (14.29%) Statistical Modelling
10 5 (11.90%) Data Architecture
11 4 (9.52%) Agile Software Development
12 3 (7.14%) Data Integration
12 3 (7.14%) Data Visualisation
12 3 (7.14%) SDLC
12 3 (7.14%) Stakeholder Management
12 3 (7.14%) Visualisation
Programming Languages
1 37 (88.10%) SQL
2 4 (9.52%) T-SQL
3 3 (7.14%) C
4 2 (4.76%) PL/SQL
5 1 (2.38%) Apex Code
5 1 (2.38%) C++
5 1 (2.38%) Java
5 1 (2.38%) Python
5 1 (2.38%) Shell Script
Qualifications
1 10 (23.81%) Degree
2 9 (21.43%) Numerate Degree
3 3 (7.14%) Security Cleared
4 2 (4.76%) SC Cleared
Quality Assurance & Compliance
1 7 (16.67%) Data Quality
2 4 (9.52%) GDPR
2 4 (9.52%) QA
2 4 (9.52%) Solvency II
Vendors
1 13 (30.95%) Tableau
2 9 (21.43%) Cognos
3 5 (11.90%) IBM
4 4 (9.52%) DataFlux
4 4 (9.52%) Microsoft
4 4 (9.52%) Oracle
5 2 (4.76%) Salesforce.com
5 2 (4.76%) Teradata