Period
to 19 April 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 19 April 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
South West > Gloucestershire
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 86 105 120
Rank change year-on-year +19 +15 -36
Permanent jobs citing Data Warehouse 40 48 30
As % of all permanent IT jobs advertised in Gloucestershire 2.65% 2.54% 1.49%
As % of the Database & Business Intelligence category 8.62% 7.73% 5.16%
Number of salaries quoted 31 49 18
Gloucestershire median annual salary £53,750 £45,000 £37,500
Median salary % change year-on-year +19.44% +20.00% -6.25%
10th Percentile £37,500 £34,700 £29,525
90th Percentile £62,500 £83,750 £53,125
South West median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -5.88%

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 464 621 581
As % of all permanent IT jobs advertised in Gloucestershire 30.75% 32.89% 28.85%
Number of salaries quoted 390 527 449
Gloucestershire median annual salary £46,000 £45,000 £42,500
Median salary % change year-on-year +2.22% +5.88% +6.25%
10th Percentile £26,250 £29,650 £27,250
90th Percentile £60,000 £63,750 £65,000
South West median annual salary £42,500 £40,500 £40,000
% change year-on-year +4.94% +1.25% +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 19 April 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 19 April 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 +13 16 £53,750 +99.07% 1
Cheltenham +7 6 £55,000 -6.38%
Gloucester -1 6 £43,750 +2.94% 1
Data Warehouse
South West

For the 6 months to 19 April 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 30 (75.00%) SQL
2 28 (70.00%) Business Intelligence
3 24 (60.00%) SQL Server
4 18 (45.00%) Data Management
5 17 (42.50%) Data Modelling
6 14 (35.00%) Finance
6 14 (35.00%) Data Analysis
7 13 (32.50%) SQL Server Integration Services
7 13 (32.50%) ETL
8 12 (30.00%) Migration
8 12 (30.00%) Power BI
9 11 (27.50%) Analytical Skills
9 11 (27.50%) ERwin
10 10 (25.00%) Microsoft Excel
10 10 (25.00%) Microsoft Azure
11 9 (22.50%) Problem-Solving
11 9 (22.50%) Agile Software Development
12 8 (20.00%) Data Architecture
12 8 (20.00%) Microsoft
12 8 (20.00%) BusinessObjects
12 8 (20.00%) Kimball Methodology
12 8 (20.00%) Analytics
13 7 (17.50%) Big Data
13 7 (17.50%) T-SQL
13 7 (17.50%) SQL Server 2008
13 7 (17.50%) Data Integration
13 7 (17.50%) SQL Server Analysis Services
13 7 (17.50%) SQL Server Reporting Services
13 7 (17.50%) Degree
14 6 (15.00%) Mathematics

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 (10.00%) SharePoint
1 4 (10.00%) SharePoint Server
2 2 (5.00%) SAS
2 2 (5.00%) WebLogic
2 2 (5.00%) WebSphere
3 1 (2.50%) Confluence
Applications
1 10 (25.00%) Microsoft Excel
2 4 (10.00%) Microsoft PowerPoint
Business Applications
1 4 (10.00%) Dynamics CRM
2 2 (5.00%) Oracle BPM
Cloud Services
1 10 (25.00%) Microsoft Azure
2 5 (12.50%) Azure Data Factory
3 4 (10.00%) SaaS
4 2 (5.00%) Amazon AWS
4 2 (5.00%) Azure Active Directory
4 2 (5.00%) Data Lake Analytics
4 2 (5.00%) PaaS
5 1 (2.50%) Amazon SQS
Communications & Networking
1 5 (12.50%) SMS
2 4 (10.00%) Intranet
Database & Business Intelligence
1 24 (60.00%) SQL Server
2 13 (32.50%) SQL Server Integration Services
3 12 (30.00%) Power BI
4 8 (20.00%) BusinessObjects
5 7 (17.50%) Big Data
5 7 (17.50%) SQL Server 2008
5 7 (17.50%) SQL Server Analysis Services
5 7 (17.50%) SQL Server Reporting Services
6 6 (15.00%) IBM InfoSphere
6 6 (15.00%) SQL Server 2016
7 5 (12.50%) SQL Server 2012
8 4 (10.00%) Data Lake
8 4 (10.00%) Qlik Sense
8 4 (10.00%) SQL Server 2005
9 3 (7.50%) Azure SQL Data Warehouse
10 2 (5.00%) Amazon Redshift
10 2 (5.00%) HDInsight
10 2 (5.00%) OLAP
10 2 (5.00%) QlikView
10 2 (5.00%) Relational Database
Development Applications
1 11 (27.50%) ERwin
2 2 (5.00%) JMeter
2 2 (5.00%) LoadRunner
2 2 (5.00%) Selenium
2 2 (5.00%) SoapUI
3 1 (2.50%) Atlassian Bamboo
3 1 (2.50%) Git (software)
3 1 (2.50%) JIRA
General
1 14 (35.00%) Finance
2 4 (10.00%) Manufacturing
3 2 (5.00%) Advertising
3 2 (5.00%) Marketing
4 1 (2.50%) Electronics
4 1 (2.50%) Telecoms
Job Titles
1 18 (45.00%) Analyst
2 13 (32.50%) Data Analyst
3 8 (20.00%) Developer
4 4 (10.00%) Architect
4 4 (10.00%) Business Intelligence Developer
4 4 (10.00%) Data Architect
4 4 (10.00%) Report Analyst
5 3 (7.50%) Azure Developer
5 3 (7.50%) Business Intelligence Analyst
5 3 (7.50%) Financial Analyst
5 3 (7.50%) Power BI Developer
5 3 (7.50%) Senior Analyst
5 3 (7.50%) Senior Data Analyst
5 3 (7.50%) Team Leader
5 3 (7.50%) Technical Leader
5 3 (7.50%) Technical Team Leader
6 2 (5.00%) Business Intelligence Data Analyst
6 2 (5.00%) Business Intelligence Lead
6 2 (5.00%) C++/Java Developer
6 2 (5.00%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 4 (10.00%) HTML
2 3 (7.50%) JSON
2 3 (7.50%) REST
3 2 (5.00%) SOAP
3 2 (5.00%) WebSphere MQ
3 2 (5.00%) XML
3 2 (5.00%) XSD
4 1 (2.50%) Visualforce
Miscellaneous
1 11 (27.50%) Analytical Skills
2 5 (12.50%) User Experience
3 3 (7.50%) Greenfield Project
4 2 (5.00%) Algorithms
5 1 (2.50%) Data Structures
Operating Systems
1 2 (5.00%) AIX
1 2 (5.00%) Linux
Processes & Methodologies
1 28 (70.00%) Business Intelligence
2 18 (45.00%) Data Management
3 17 (42.50%) Data Modelling
4 14 (35.00%) Data Analysis
5 13 (32.50%) ETL
6 12 (30.00%) Migration
7 9 (22.50%) Agile Software Development
7 9 (22.50%) Problem-Solving
8 8 (20.00%) Analytics
8 8 (20.00%) Data Architecture
8 8 (20.00%) Kimball Methodology
9 7 (17.50%) Data Integration
10 6 (15.00%) Data Governance
10 6 (15.00%) Decision-Making
10 6 (15.00%) Mathematics
10 6 (15.00%) Stakeholder Management
11 4 (10.00%) Content Management
11 4 (10.00%) CRM
11 4 (10.00%) ERP
11 4 (10.00%) Workflow
Programming Languages
1 30 (75.00%) SQL
2 7 (17.50%) T-SQL
3 5 (12.50%) U-SQL
4 4 (10.00%) VBA
5 3 (7.50%) PowerShell
6 2 (5.00%) C
6 2 (5.00%) C++
6 2 (5.00%) Java
6 2 (5.00%) Python
6 2 (5.00%) Shell Script
7 1 (2.50%) Apex Code
Qualifications
1 7 (17.50%) Degree
2 6 (15.00%) Numerate Degree
2 6 (15.00%) Security Cleared
3 4 (10.00%) BPSS Clearance
Quality Assurance & Compliance
1 6 (15.00%) Data Quality
2 4 (10.00%) GDPR
2 4 (10.00%) QA
3 2 (5.00%) Solvency II
System Software
1 2 (5.00%) Active Directory
Vendors
1 8 (20.00%) Microsoft
2 6 (15.00%) SAP
2 6 (15.00%) Tableau
3 5 (12.50%) IBM
4 3 (7.50%) Oracle
4 3 (7.50%) Salesforce.com
5 2 (5.00%) Cognos
5 2 (5.00%) DataFlux
5 2 (5.00%) MicroStrategy
5 2 (5.00%) Teradata