The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Dimensional Modelling
England / South East
Rank 377 422 439
Rank change year-on-year
+45 +17
Permanent jobs citing Dimensional Modelling 8 40 27
As % of all permanent IT jobs located in the South East 0.054% 0.21% 0.13%
As % of the Processes & Methodologies category 0.063% 0.24% 0.15%
Number of salaries quoted 4 39 23
Median salary £50,000 £45,000 £48,000
Median salary % change year-on-year
+11.11% -6.25%
UK excluding London median salary £45,000 £45,000 £45,000

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
12630 16823 17543
As % of all permanent IT jobs located in the South East 85.88% 87.13% 85.55%
Number of salaries quoted 10285 14296 14207
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £67,500 £67,500 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Dimensional Modelling
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing Dimensional Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Dimensional Modelling Jobs Demand Trend 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 across the South East region.

Dimensional Modelling Salary Trend 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 22 February 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 +28 5 £50,000 +14.28%
Oxfordshire +15 2 - -
Surrey - 1 - -
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 22 February 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 44 (93.62%) Data Warehouse
2 40 (85.11%) SQL
3 39 (82.98%) ETL
4 37 (78.72%) Business Intelligence
5 26 (55.32%) SQL Server
6 24 (51.06%) Data Modelling
6 24 (51.06%) SQL Server Integration Services
7 23 (48.94%) Kimball Methodology
7 23 (48.94%) Oracle
8 22 (46.81%) T-SQL
9 20 (42.55%) SQL Server Reporting Services
10 17 (36.17%) SQL Server Analysis Services
10 17 (36.17%) OLAP
10 17 (36.17%) Finance
10 17 (36.17%) Scrum
11 16 (34.04%) Agile Software Development
11 16 (34.04%) Relational Database
12 14 (29.79%) OLTP
12 14 (29.79%) Microsoft
12 14 (29.79%) Hadoop
12 14 (29.79%) Big Data
12 14 (29.79%) Power BI
13 13 (27.66%) GitHub
13 13 (27.66%) Puppet
13 13 (27.66%) NoSQL
13 13 (27.66%) JIRA
13 13 (27.66%) Oracle OLAP
14 12 (25.53%) Data Quality
14 12 (25.53%) .NET
15 10 (21.28%) Apache Hive

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 6 (12.77%) Apache Pig
2 4 (8.51%) SharePoint
3 3 (6.38%) SAS
Applications
1 4 (8.51%) MS Excel
Business Applications
1 2 (4.26%) Dynamics CRM
Cloud Services
1 13 (27.66%) GitHub
2 6 (12.77%) Amazon AWS
3 5 (10.64%) Amazon S3
4 1 (2.13%) Microsoft Azure
Database & Business Intelligence
1 44 (93.62%) Data Warehouse
2 26 (55.32%) SQL Server
3 24 (51.06%) SQL Server Integration Services
4 20 (42.55%) SQL Server Reporting Services
5 17 (36.17%) OLAP
5 17 (36.17%) SQL Server Analysis Services
6 16 (34.04%) Relational Database
7 14 (29.79%) Big Data
7 14 (29.79%) Hadoop
7 14 (29.79%) OLTP
7 14 (29.79%) Power BI
8 13 (27.66%) NoSQL
8 13 (27.66%) Oracle OLAP
9 10 (21.28%) Apache Hive
10 9 (19.15%) MySQL
11 7 (14.89%) DB2
11 7 (14.89%) Microsoft Analysis Services
11 7 (14.89%) SQL Server 2014
12 6 (12.77%) Oracle ODI
12 6 (12.77%) SQL Server 2008
Development Applications
1 13 (27.66%) JIRA
2 9 (19.15%) Jenkins
2 9 (19.15%) Vagrant
3 5 (10.64%) Cucumber
3 5 (10.64%) Talend Open Studio
4 4 (8.51%) ERwin
General
1 17 (36.17%) Finance
2 7 (14.89%) Retail
3 3 (6.38%) Financial Institution
3 3 (6.38%) Publishing
4 2 (4.26%) Advertising
4 2 (4.26%) Banking
Job Titles
1 26 (55.32%) Developer
2 15 (31.91%) SQL Developer
3 11 (23.40%) Business Intelligence Developer
4 8 (17.02%) Analyst
4 8 (17.02%) Business Developer
4 8 (17.02%) NoSQL Developer
5 5 (10.64%) ETL Developer
5 5 (10.64%) SSIS Developer
5 5 (10.64%) SSRS Developer
6 4 (8.51%) Architect
6 4 (8.51%) Data Architect
6 4 (8.51%) Hadoop Developer
6 4 (8.51%) Report Developer
7 3 (6.38%) Business Analyst
7 3 (6.38%) Business Intelligence Analyst
7 3 (6.38%) Data Mart Developer
7 3 (6.38%) Informatica Engineer
7 3 (6.38%) Senior Developer
7 3 (6.38%) Senior ETL Developer
7 3 (6.38%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 12 (25.53%) .NET
2 7 (14.89%) MDX
3 5 (10.64%) .NET Framework
4 2 (4.26%) CSS
4 2 (4.26%) HTML
Miscellaneous
1 6 (12.77%) Analytical Skills
2 5 (10.64%) Management Information System
3 2 (4.26%) Fintech
4 1 (2.13%) Enterprise Software
Processes & Methodologies
1 39 (82.98%) ETL
2 37 (78.72%) Business Intelligence
3 24 (51.06%) Data Modelling
4 23 (48.94%) Kimball Methodology
5 17 (36.17%) Scrum
6 16 (34.04%) Agile Software Development
7 9 (19.15%) Analytics
8 5 (10.64%) Data Analysis
8 5 (10.64%) Data Integration
8 5 (10.64%) Kanban
8 5 (10.64%) Time Management
9 4 (8.51%) MapReduce
9 4 (8.51%) Migration
10 3 (6.38%) Data Analytics
10 3 (6.38%) Data Management
10 3 (6.38%) Data Migration
10 3 (6.38%) Data Security
10 3 (6.38%) Process Improvement
10 3 (6.38%) Stakeholder Management
10 3 (6.38%) Visualisation
Programming Languages
1 40 (85.11%) SQL
2 22 (46.81%) T-SQL
3 9 (19.15%) Java
3 9 (19.15%) PL/SQL
4 5 (10.64%) PowerShell
4 5 (10.64%) Shell Script
5 3 (6.38%) C#
5 3 (6.38%) VB.NET
6 2 (4.26%) JavaScript
7 1 (2.13%) Python
Quality Assurance & Compliance
1 12 (25.53%) Data Quality
2 3 (6.38%) IFRS
2 3 (6.38%) IFRS 9
3 1 (2.13%) QA
System Software
1 5 (10.64%) HDFS
Systems Management
1 13 (27.66%) Puppet
2 1 (2.13%) Hadoop YARN
Vendors
1 23 (48.94%) Oracle
2 14 (29.79%) Microsoft
3 8 (17.02%) Cognos
4 7 (14.89%) Netezza
5 5 (10.64%) Talend
6 3 (6.38%) Informatica
7 1 (2.13%) IBM