Period
to 23 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Surrey 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 23 January 2018 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
South East > Surrey
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 240 247 301
Rank change year-on-year +7 +54 -2
Permanent jobs citing Dimensional Modelling 11 7 4
As % of all permanent IT jobs advertised in Surrey 0.18% 0.12% 0.051%
As % of the Processes & Methodologies category 0.21% 0.14% 0.058%
Number of salaries quoted 11 4 4
Surrey median annual salary £50,000 £80,000 £42,500
Median salary % change year-on-year -37.50% +88.24% -22.73%
10th Percentile £41,250 £66,125 £36,250
90th Percentile £75,000 £82,500 £48,750
South East median annual salary £52,500 £52,500 £47,500
% change year-on-year - +10.53% -1.04%

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 Surrey with a requirement for process or methodology skills.

All Process and Methodology Skills
Surrey
Permanent vacancies with a requirement for process or methodology skills 5,330 5,016 6,880
As % of all permanent IT jobs advertised in Surrey 88.82% 85.38% 87.52%
Number of salaries quoted 4,353 4,166 5,969
Surrey median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,000 £28,000 £26,250
90th Percentile £68,750 £70,000 £67,500
South East median annual salary £45,000 £45,000 £45,000

Dimensional Modelling
Job Vacancy Trend in Surrey

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in Surrey.

Job vacancy trend for Dimensional Modelling in Surrey

Dimensional Modelling
Salary Trend in Surrey

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

Salary trend for Dimensional Modelling in Surrey

Dimensional Modelling
Salary Histogram in Surrey

The salary distribution of IT jobs citing Dimensional Modelling in Surrey over the 6 months to 23 January 2018.

Salary histogram for Dimensional Modelling in Surrey

Dimensional Modelling
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the Surrey region over the 6 months to 23 January 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
Reigate - 4 £75,000 -
Redhill - 3 £50,000 -
Guildford - 2 £46,250 - 2
Dimensional Modelling
South East

For the 6 months to 23 January 2018, IT jobs citing Dimensional Modelling 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 Surrey region with a requirement for Dimensional Modelling.

1 8 (72.73%) Business Intelligence
2 7 (63.64%) Kimball Methodology
3 6 (54.55%) Analytics
3 6 (54.55%) Data Warehouse
3 6 (54.55%) ETL
4 5 (45.45%) Agile Software Development
4 5 (45.45%) SQL
5 4 (36.36%) Oracle
5 4 (36.36%) SQL Server
5 4 (36.36%) SAS
5 4 (36.36%) Data Mart
5 4 (36.36%) Data Integration
5 4 (36.36%) Data Quality
5 4 (36.36%) Talend
5 4 (36.36%) Power BI
5 4 (36.36%) ETL Development
6 3 (27.27%) IT Strategy
6 3 (27.27%) Tableau
6 3 (27.27%) Data Governance
6 3 (27.27%) Amazon AWS
6 3 (27.27%) Data Architecture
6 3 (27.27%) Technical Architecture
6 3 (27.27%) Enterprise Architecture
6 3 (27.27%) Information Management
6 3 (27.27%) Data Management
6 3 (27.27%) Data Modelling
6 3 (27.27%) Change Management
6 3 (27.27%) Risk Management
7 2 (18.18%) IBM
7 2 (18.18%) Microsoft

Dimensional Modelling
Co-occurring IT Skills in Surrey 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 (36.36%) SAS
2 1 (9.09%) Drupal
2 1 (9.09%) SharePoint
Business Applications
1 2 (18.18%) Cognos Business Intelligence
Cloud Services
1 3 (27.27%) Amazon AWS
Database & Business Intelligence
1 6 (54.55%) Data Warehouse
2 4 (36.36%) Data Mart
2 4 (36.36%) Power BI
2 4 (36.36%) SQL Server
3 2 (18.18%) Amazon DynamoDB
3 2 (18.18%) Cognos Framework Manager
3 2 (18.18%) Cognos Report Studio
3 2 (18.18%) NoSQL
3 2 (18.18%) SQL Server Analysis Services
3 2 (18.18%) SQL Server Integration Services
3 2 (18.18%) SQL Server Reporting Services
4 1 (9.09%) Biml
4 1 (9.09%) Oracle Database
4 1 (9.09%) Oracle Database 12c
4 1 (9.09%) Oracle ODI
4 1 (9.09%) SAS Visual Analytics
Development Applications
1 1 (9.09%) Git (software)
1 1 (9.09%) Oracle Forms
1 1 (9.09%) Subversion
1 1 (9.09%) Team Foundation Server
General
1 1 (9.09%) Finance
Job Titles
1 7 (63.64%) Developer
2 4 (36.36%) Business Intelligence Developer
3 3 (27.27%) Architect
3 3 (27.27%) Business Developer
3 3 (27.27%) Data Architect
3 3 (27.27%) ETL Developer
4 2 (18.18%) Cognos BI Developer
4 2 (18.18%) Cognos Developer
4 2 (18.18%) Data Warehouse Developer
4 2 (18.18%) DBA
4 2 (18.18%) Oracle Developer
4 2 (18.18%) Oracle ETL Developer
4 2 (18.18%) Report Developer
4 2 (18.18%) SQL DBA
5 1 (9.09%) Administrator
5 1 (9.09%) Oracle Data Warehouse Developer
5 1 (9.09%) SQL BI Developer
5 1 (9.09%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (9.09%) .NET
1 1 (9.09%) AngularJS
1 1 (9.09%) ASP.NET
1 1 (9.09%) ASP.NET MVC
1 1 (9.09%) Java EE
1 1 (9.09%) Spring
1 1 (9.09%) Spring Boot
Miscellaneous
1 1 (9.09%) Clustering
1 1 (9.09%) Management Information System
Operating Systems
1 1 (9.09%) Linux
1 1 (9.09%) Unix
Processes & Methodologies
1 8 (72.73%) Business Intelligence
2 7 (63.64%) Kimball Methodology
3 6 (54.55%) Analytics
3 6 (54.55%) ETL
4 5 (45.45%) Agile Software Development
5 4 (36.36%) Data Integration
5 4 (36.36%) ETL Development
6 3 (27.27%) Change Management
6 3 (27.27%) Data Architecture
6 3 (27.27%) Data Governance
6 3 (27.27%) Data Management
6 3 (27.27%) Data Modelling
6 3 (27.27%) Enterprise Architecture
6 3 (27.27%) Information Management
6 3 (27.27%) IT Strategy
6 3 (27.27%) Risk Management
6 3 (27.27%) Technical Architecture
7 2 (18.18%) Data Analytics
7 2 (18.18%) ITIL
7 2 (18.18%) Performance Tuning
Programming Languages
1 5 (45.45%) SQL
2 2 (18.18%) Data Analysis Expressions (DAX)
2 2 (18.18%) T-SQL
3 1 (9.09%) C#
3 1 (9.09%) Java
3 1 (9.09%) PHP
3 1 (9.09%) PL/SQL
3 1 (9.09%) PowerShell
Qualifications
1 1 (9.09%) Computer Science Degree
1 1 (9.09%) Degree
1 1 (9.09%) MCP
1 1 (9.09%) MCSA
1 1 (9.09%) MCSE
1 1 (9.09%) Microsoft Certification
Quality Assurance & Compliance
1 4 (36.36%) Data Quality
Systems Management
1 1 (9.09%) Failover Clustering
1 1 (9.09%) Systems Management Server (SMS)
Vendors
1 4 (36.36%) Oracle
1 4 (36.36%) Talend
2 3 (27.27%) Tableau
3 2 (18.18%) Cognos
3 2 (18.18%) IBM
3 2 (18.18%) Microsoft
4 1 (9.09%) Informatica