Period
to 18 November 2017

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

Dimensional Modelling
England > South East
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 518 531 586
Rank change year-on-year +13 +55 -1
Permanent jobs citing Dimensional Modelling 34 56 58
As % of all permanent IT jobs advertised in the South East 0.11% 0.16% 0.14%
As % of the Processes & Methodologies category 0.13% 0.18% 0.16%
Number of salaries quoted 30 49 55
South East median annual salary £52,500 £54,000 £47,500
Median salary % change year-on-year -2.78% +13.68% -5.00%
10th Percentile £40,963 £41,325 £37,600
90th Percentile £61,500 £66,000 £72,500
England median annual salary £60,000 £52,500 £55,000
% change year-on-year +14.29% -4.55% +4.76%

Dimensional Modelling is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26574 30766 37248
As % of all permanent IT jobs advertised in the South East 87.44% 87.44% 86.93%
Number of salaries quoted 21881 25532 30764
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Dimensional Modelling
Job Vacancy Trend in the South East

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in the South East.

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
Salary Histogram in the South East

The salary distribution of IT jobs citing Dimensional Modelling in the South East over the 6 months to 18 November 2017.

Salary histogram 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 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
Thames Valley +24 16 £52,500 +5.00%
Surrey +25 11 £52,500 -34.38%
Buckinghamshire +17 8 £52,500 +19.32%
Berkshire +32 5 £47,500 -5.00%
Hampshire +20 4 £41,750 +19.29% 1
Oxfordshire 0 3 - -
West Sussex -8 3 £50,000 -15.61%
Dimensional Modelling
England

For the 6 months to 18 November 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 25 (73.53%) Data Warehouse
2 24 (70.59%) ETL
3 22 (64.71%) Business Intelligence
4 19 (55.88%) SQL
5 17 (50.00%) SQL Server
6 16 (47.06%) Big Data
7 15 (44.12%) Kimball Methodology
7 15 (44.12%) Data Quality
8 13 (38.24%) Oracle
8 13 (38.24%) IBM
9 12 (35.29%) Data Modelling
9 12 (35.29%) SQL Server Reporting Services
10 11 (32.35%) SQL Server Integration Services
10 11 (32.35%) Hadoop
11 10 (29.41%) SQL Server Analysis Services
11 10 (29.41%) Power BI
12 9 (26.47%) Tableau
12 9 (26.47%) SQL Server 2012
12 9 (26.47%) Cognos
12 9 (26.47%) Microsoft
12 9 (26.47%) Agile Software Development
13 8 (23.53%) Teradata
13 8 (23.53%) DataStage
13 8 (23.53%) Analytics
14 6 (17.65%) Continuous Integration
14 6 (17.65%) MDX
14 6 (17.65%) SQL Server 2008
14 6 (17.65%) Data Governance
14 6 (17.65%) Amazon AWS
14 6 (17.65%) Finance

Dimensional Modelling
Co-occurring 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
2 3 (8.82%) Confluence
2 3 (8.82%) SharePoint
3 1 (2.94%) Drupal
Applications
1 1 (2.94%) Microsoft Excel
Business Applications
1 3 (8.82%) Cognos Business Intelligence
2 2 (5.88%) Dynamics GP
Cloud Services
1 6 (17.65%) Amazon AWS
2 5 (14.71%) Microsoft Azure
3 3 (8.82%) GitHub
Database & Business Intelligence
1 25 (73.53%) Data Warehouse
2 17 (50.00%) SQL Server
3 16 (47.06%) Big Data
4 12 (35.29%) SQL Server Reporting Services
5 11 (32.35%) Hadoop
5 11 (32.35%) SQL Server Integration Services
6 10 (29.41%) Power BI
6 10 (29.41%) SQL Server Analysis Services
7 9 (26.47%) SQL Server 2012
8 8 (23.53%) DataStage
9 6 (17.65%) SQL Server 2008
10 5 (14.71%) Cognos Framework Manager
10 5 (14.71%) Cognos Report Studio
11 4 (11.76%) Data Mart
12 3 (8.82%) Data Lake
12 3 (8.82%) PerformancePoint
12 3 (8.82%) SQL Server 2014
12 3 (8.82%) SQL Server 2016
13 2 (5.88%) Amazon DynamoDB
13 2 (5.88%) NoSQL
Development Applications
1 5 (14.71%) Talend Open Studio
2 3 (8.82%) Bitbucket
2 3 (8.82%) JIRA
3 1 (2.94%) Git (software)
3 1 (2.94%) Oracle Forms
3 1 (2.94%) Subversion
General
1 6 (17.65%) Finance
2 3 (8.82%) Marketing
3 2 (5.88%) Back Office
3 2 (5.88%) Banking
3 2 (5.88%) Retail
Job Titles
1 28 (82.35%) Developer
2 16 (47.06%) Business Intelligence Developer
3 9 (26.47%) SQL BI Developer
3 9 (26.47%) SQL Developer
4 7 (20.59%) Data Warehouse Developer
5 6 (17.65%) Architect
5 6 (17.65%) Business Developer
5 6 (17.65%) Data Architect
6 5 (14.71%) Cognos BI Developer
6 5 (14.71%) Cognos Developer
6 5 (14.71%) Report Developer
6 5 (14.71%) Senior Data Warehouse Developer
6 5 (14.71%) Senior Developer
6 5 (14.71%) SQL Server BI Developer
6 5 (14.71%) SQL Server Developer
7 3 (8.82%) Business Intelligence Architect
7 3 (8.82%) Data Warehouse Architect
7 3 (8.82%) ETL Developer
7 3 (8.82%) IT Architect
7 3 (8.82%) Technical Architect
Libraries, Frameworks & Software Standards
1 6 (17.65%) MDX
2 5 (14.71%) Oracle GoldenGate
3 3 (8.82%) AngularJS
4 2 (5.88%) .NET
4 2 (5.88%) CSS
4 2 (5.88%) HTML
5 1 (2.94%) Java EE
5 1 (2.94%) Spring
5 1 (2.94%) Spring Boot
Miscellaneous
1 3 (8.82%) Analytical Skills
2 1 (2.94%) Management Information System
Operating Systems
1 1 (2.94%) Linux
1 1 (2.94%) Unix
Processes & Methodologies
1 24 (70.59%) ETL
2 22 (64.71%) Business Intelligence
3 15 (44.12%) Kimball Methodology
4 12 (35.29%) Data Modelling
5 9 (26.47%) Agile Software Development
6 8 (23.53%) Analytics
7 6 (17.65%) Continuous Integration
7 6 (17.65%) Data Governance
7 6 (17.65%) IT Strategy
7 6 (17.65%) Migration
8 5 (14.71%) ITIL
8 5 (14.71%) SDLC
8 5 (14.71%) Visualisation
9 4 (11.76%) Data Integration
9 4 (11.76%) ETL Development
10 3 (8.82%) Data Architecture
10 3 (8.82%) Data Management
10 3 (8.82%) Data Migration
10 3 (8.82%) Enterprise Architecture
10 3 (8.82%) Information Management
Programming Languages
1 19 (55.88%) SQL
2 4 (11.76%) T-SQL
3 3 (8.82%) C#
3 3 (8.82%) JavaScript
4 2 (5.88%) Java
4 2 (5.88%) VB.NET
5 1 (2.94%) C++
5 1 (2.94%) PHP
5 1 (2.94%) PL/SQL
5 1 (2.94%) PowerShell
5 1 (2.94%) Python
Qualifications
1 4 (11.76%) Degree
2 3 (8.82%) MBA
3 1 (2.94%) MCSA
3 1 (2.94%) MCSE
3 1 (2.94%) Microsoft Certification
3 1 (2.94%) SC Cleared
3 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 15 (44.12%) Data Quality
Vendors
1 13 (38.24%) IBM
1 13 (38.24%) Oracle
2 9 (26.47%) Cognos
2 9 (26.47%) Microsoft
2 9 (26.47%) Tableau
3 8 (23.53%) Teradata
4 5 (14.71%) Talend
5 1 (2.94%) Informatica
5 1 (2.94%) SAP