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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Dimensional Modelling
England / South East
Rank 374 414 428
Rank change year-on-year
+40 +14
Permanent jobs citing Dimensional Modelling 15 36 32
As % of all permanent IT jobs located in the South East 0.10% 0.18% 0.16%
As % of the Processes & Methodologies category 0.12% 0.21% 0.18%
Number of salaries quoted 11 35 30
Median salary £50,000 £45,000 £48,000
Median salary % change year-on-year
+11.11% -6.25%
90% offered a salary of more than £47,500 £42,500 £33,950
10% offered a salary of more than £52,500 £50,000 £62,500
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
12766 16935 17369
As % of all permanent IT jobs located in the South East 85.65% 86.56% 84.63%
Number of salaries quoted 10434 14284 13964
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 £31,500 £30,000
10% offered a salary of more than £67,500 £65,000 £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
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Dimensional Modelling across the South East region over the 3 months to 19 January 2017.

Dimensional Modelling Salary Histogram 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 19 January 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 +32 4 £50,000 +11.11%
West Sussex - 3 £47,500 -
Oxfordshire +31 2 - -
Hampshire +12 2 £39,750 -11.66%
Surrey +36 1 - -
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 19 January 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 50 (94.34%) Data Warehouse
2 44 (83.02%) SQL
3 43 (81.13%) ETL
4 40 (75.47%) Business Intelligence
5 28 (52.83%) SQL Server
6 27 (50.94%) Data Modelling
7 26 (49.06%) SQL Server Integration Services
8 23 (43.40%) Kimball Methodology
8 23 (43.40%) Oracle
9 21 (39.62%) T-SQL
10 20 (37.74%) Agile Software Development
10 20 (37.74%) SQL Server Reporting Services
11 19 (35.85%) Scrum
12 17 (32.08%) OLAP
12 17 (32.08%) SQL Server Analysis Services
13 16 (30.19%) Hadoop
13 16 (30.19%) Data Quality
13 16 (30.19%) Big Data
13 16 (30.19%) Relational Database
14 15 (28.30%) Finance
15 14 (26.42%) OLTP
16 13 (24.53%) GitHub
16 13 (24.53%) Puppet
16 13 (24.53%) NoSQL
16 13 (24.53%) JIRA
16 13 (24.53%) Oracle OLAP
16 13 (24.53%) Power BI
17 12 (22.64%) Apache Hive
18 11 (20.75%) Analytics
18 11 (20.75%) Microsoft

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 8 (15.09%) Apache Pig
2 2 (3.77%) SharePoint
3 1 (1.89%) SAS
Applications
1 4 (7.55%) MS Excel
Business Applications
1 2 (3.77%) Dynamics CRM
Cloud Services
1 13 (24.53%) GitHub
2 6 (11.32%) Amazon AWS
3 5 (9.43%) Amazon S3
4 1 (1.89%) Microsoft Azure
Database & Business Intelligence
1 50 (94.34%) Data Warehouse
2 28 (52.83%) SQL Server
3 26 (49.06%) SQL Server Integration Services
4 20 (37.74%) SQL Server Reporting Services
5 17 (32.08%) OLAP
5 17 (32.08%) SQL Server Analysis Services
6 16 (30.19%) Big Data
6 16 (30.19%) Hadoop
6 16 (30.19%) Relational Database
7 14 (26.42%) OLTP
8 13 (24.53%) NoSQL
8 13 (24.53%) Oracle OLAP
8 13 (24.53%) Power BI
9 12 (22.64%) Apache Hive
10 9 (16.98%) MySQL
11 7 (13.21%) DB2
12 6 (11.32%) Oracle ODI
12 6 (11.32%) SQL Server 2014
13 5 (9.43%) Enterprise Data Warehouse
13 5 (9.43%) QlikView
Development Applications
1 13 (24.53%) JIRA
2 9 (16.98%) Jenkins
2 9 (16.98%) Vagrant
3 5 (9.43%) Cucumber
3 5 (9.43%) Talend Open Studio
4 4 (7.55%) ERwin
General
1 15 (28.30%) Finance
2 7 (13.21%) Retail
3 5 (9.43%) Publishing
4 2 (3.77%) Advertising
4 2 (3.77%) Automotive
5 1 (1.89%) Banking
Job Titles
1 27 (50.94%) Developer
2 16 (30.19%) SQL Developer
3 13 (24.53%) Business Intelligence Developer
4 8 (15.09%) Analyst
4 8 (15.09%) NoSQL Developer
5 7 (13.21%) Business Developer
6 6 (11.32%) Architect
6 6 (11.32%) Data Architect
6 6 (11.32%) SSIS Developer
7 5 (9.43%) ETL Developer
7 5 (9.43%) Informatica Engineer
7 5 (9.43%) SSRS Developer
8 4 (7.55%) Hadoop Developer
8 4 (7.55%) Report Developer
8 4 (7.55%) Senior Developer
8 4 (7.55%) Senior SQL Developer
8 4 (7.55%) SQL BI Developer
9 3 (5.66%) .NET Developer
9 3 (5.66%) Java Developer
9 3 (5.66%) Senior Hadoop Developer
Libraries, Frameworks & Software Standards
1 10 (18.87%) .NET
2 8 (15.09%) MDX
3 5 (9.43%) .NET Framework
4 2 (3.77%) CSS
4 2 (3.77%) HTML
4 2 (3.77%) SQLAlchemy
Miscellaneous
1 5 (9.43%) Data Integration
1 5 (9.43%) Visualisation
2 4 (7.55%) Analytical Skills
2 4 (7.55%) Management Information System
3 2 (3.77%) Fintech
4 1 (1.89%) Enterprise Software
Processes & Methodologies
1 43 (81.13%) ETL
2 40 (75.47%) Business Intelligence
3 27 (50.94%) Data Modelling
4 23 (43.40%) Kimball Methodology
5 20 (37.74%) Agile Software Development
6 19 (35.85%) Scrum
7 11 (20.75%) Analytics
8 6 (11.32%) Data Management
8 6 (11.32%) Migration
9 5 (9.43%) Data Analysis
9 5 (9.43%) Data Analytics
9 5 (9.43%) Data Architecture
9 5 (9.43%) Data Mapping
9 5 (9.43%) Data Migration
9 5 (9.43%) Data Security
9 5 (9.43%) Kanban
9 5 (9.43%) Process Improvement
9 5 (9.43%) Stakeholder Management
9 5 (9.43%) Time Management
10 4 (7.55%) MapReduce
Programming Languages
1 44 (83.02%) SQL
2 21 (39.62%) T-SQL
3 9 (16.98%) Java
3 9 (16.98%) PL/SQL
4 5 (9.43%) PowerShell
4 5 (9.43%) Shell Script
5 3 (5.66%) Python
6 2 (3.77%) JavaScript
7 1 (1.89%) C#
7 1 (1.89%) VB.NET
Quality Assurance & Compliance
1 16 (30.19%) Data Quality
2 1 (1.89%) QA
System Software
1 5 (9.43%) HDFS
Systems Management
1 13 (24.53%) Puppet
2 3 (5.66%) Hadoop YARN
Vendors
1 23 (43.40%) Oracle
2 11 (20.75%) Microsoft
3 8 (15.09%) Cognos
4 7 (13.21%) Netezza
5 5 (9.43%) Informatica
5 5 (9.43%) Talend
6 1 (1.89%) IBM