The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Dimensional Modelling over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Dimensional Modelling
England / South East
Rank 384 417 438
Rank change year-on-year +33 +21  
Permanent jobs citing Dimensional Modelling 6 39 30
As % of all permanent IT jobs advertised in the South East 0.041% 0.20% 0.15%
As % of the Processes & Methodologies category 0.047% 0.23% 0.17%
Number of salaries quoted 3 36 26
Median salary £50,000 £45,000 £49,000
Median salary % change year-on-year +11.11% -8.16%  
UK excluding London median salary £45,000 £45,000 £45,000

Dimensional Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for process and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12651 16697 17471
As % of all permanent IT job vacancies advertised in the South East 86.00% 87.11% 85.76%
Number of salaries quoted 10374 14092 13940
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £67,500 £67,500 £69,250
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Dimensional Modelling
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Dimensional Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Dimensional Modelling in the South East

Dimensional Modelling
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Dimensional Modelling in the South East.

Salary trend for Dimensional Modelling in the South East

Dimensional Modelling
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the South East region over the 3 months to 23 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire +16 3 £50,000 +17.64%
Oxfordshire -9 2 - -
West Sussex - 1 £50,000 -
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 23 March 2017, IT jobs citing Dimensional Modelling 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 South East region with a requirement for Dimensional Modelling.

1 30 (88.24%) Data Warehouse
2 28 (82.35%) SQL
3 27 (79.41%) Business Intelligence
4 26 (76.47%) ETL
5 21 (61.76%) SQL Server Integration Services
6 20 (58.82%) SQL Server
7 19 (55.88%) SQL Server Reporting Services
8 17 (50.00%) SQL Server Analysis Services
8 17 (50.00%) Finance
9 16 (47.06%) T-SQL
10 15 (44.12%) Relational Database
11 14 (41.18%) Kimball Methodology
11 14 (41.18%) Data Modelling
12 13 (38.24%) Microsoft
13 11 (32.35%) Oracle
13 11 (32.35%) Agile Software Development
14 10 (29.41%) Power BI
15 9 (26.47%) Analytics
15 9 (26.47%) Data Quality
16 7 (20.59%) DB2
16 7 (20.59%) OLAP
16 7 (20.59%) MDX
16 7 (20.59%) Retail
16 7 (20.59%) Microsoft Analysis Services
16 7 (20.59%) Scrum
16 7 (20.59%) Netezza
17 6 (17.65%) Oracle ODI
17 6 (17.65%) SQL Server 2014
18 5 (14.71%) Management Information System
18 5 (14.71%) Data Analysis

Dimensional Modelling
Top Related IT Skills in the South East 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%) SAS
1 4 (11.76%) SharePoint
Applications
1 4 (11.76%) MS Excel
Business Applications
1 2 (5.88%) Dynamics CRM
Cloud Services
1 4 (11.76%) GitHub
2 1 (2.94%) Microsoft Azure
Database & Business Intelligence
1 30 (88.24%) Data Warehouse
2 21 (61.76%) SQL Server Integration Services
3 20 (58.82%) SQL Server
4 19 (55.88%) SQL Server Reporting Services
5 17 (50.00%) SQL Server Analysis Services
6 15 (44.12%) Relational Database
7 10 (29.41%) Power BI
8 7 (20.59%) DB2
8 7 (20.59%) Microsoft Analysis Services
8 7 (20.59%) OLAP
9 6 (17.65%) Oracle ODI
9 6 (17.65%) SQL Server 2014
10 5 (14.71%) QlikView
10 5 (14.71%) SQL Server 2008
11 4 (11.76%) Apache Hive
11 4 (11.76%) Hadoop
11 4 (11.76%) NoSQL
11 4 (11.76%) OLTP
11 4 (11.76%) Oracle OLAP
11 4 (11.76%) PowerPivot
Development Applications
1 4 (11.76%) JIRA
General
1 17 (50.00%) Finance
2 7 (20.59%) Retail
3 3 (8.82%) Financial Institution
3 3 (8.82%) Publishing
4 2 (5.88%) Advertising
4 2 (5.88%) Banking
Job Titles
1 17 (50.00%) Developer
2 11 (32.35%) Business Intelligence Developer
3 8 (23.53%) Analyst
3 8 (23.53%) Business Developer
4 6 (17.65%) SQL Developer
5 4 (11.76%) Architect
5 4 (11.76%) Data Architect
5 4 (11.76%) NoSQL Developer
5 4 (11.76%) Report Developer
5 4 (11.76%) SSIS Developer
5 4 (11.76%) SSRS Developer
6 3 (8.82%) Business Analyst
6 3 (8.82%) Business Intelligence Analyst
6 3 (8.82%) SAS Developer
7 2 (5.88%) Big Data Developer
7 2 (5.88%) Data Analyst
7 2 (5.88%) SQL Analyst
7 2 (5.88%) SQL BI Developer
7 2 (5.88%) SQL Server Developer
8 1 (2.94%) DataStage Architect
Libraries, Frameworks & Software Standards
1 7 (20.59%) MDX
2 3 (8.82%) .NET
3 2 (5.88%) CSS
3 2 (5.88%) HTML
Miscellaneous
1 5 (14.71%) Analytical Skills
1 5 (14.71%) Management Information System
2 2 (5.88%) Fintech
Processes & Methodologies
1 27 (79.41%) Business Intelligence
2 26 (76.47%) ETL
3 14 (41.18%) Data Modelling
3 14 (41.18%) Kimball Methodology
4 11 (32.35%) Agile Software Development
5 9 (26.47%) Analytics
6 7 (20.59%) Scrum
7 5 (14.71%) Data Analysis
8 4 (11.76%) MapReduce
8 4 (11.76%) Time Management
9 3 (8.82%) Data Analytics
9 3 (8.82%) Data Architecture
9 3 (8.82%) Data Management
9 3 (8.82%) Data Mapping
9 3 (8.82%) Data Migration
9 3 (8.82%) Data Security
9 3 (8.82%) Migration
9 3 (8.82%) Stakeholder Management
9 3 (8.82%) Visualisation
10 2 (5.88%) CRM
Programming Languages
1 28 (82.35%) SQL
2 16 (47.06%) T-SQL
3 4 (11.76%) PL/SQL
4 3 (8.82%) C#
4 3 (8.82%) VB.NET
5 2 (5.88%) JavaScript
Quality Assurance & Compliance
1 9 (26.47%) Data Quality
2 3 (8.82%) IFRS
2 3 (8.82%) IFRS 9
Systems Management
1 4 (11.76%) Puppet
Vendors
1 13 (38.24%) Microsoft
2 11 (32.35%) Oracle
3 7 (20.59%) Netezza
4 4 (11.76%) Cognos
5 1 (2.94%) IBM
5 1 (2.94%) Tableau
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