Period
to 12 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 12 December 2017 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
England > South West
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 331 319 332
Rank change year-on-year -12 +13 +6
Permanent jobs citing Dimensional Modelling 13 22 26
As % of all permanent IT jobs advertised in the South West 0.13% 0.20% 0.22%
As % of the Processes & Methodologies category 0.14% 0.23% 0.25%
Number of salaries quoted 8 19 13
South West median annual salary £40,000 £42,500 £56,000
Median salary % change year-on-year -5.88% -24.11% +49.33%
10th Percentile £32,000 £31,950 £52,500
90th Percentile £58,750 £48,250 £60,000
England median annual salary £56,250 £52,500 £55,000
% change year-on-year +7.14% -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 West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9139 9625 10356
As % of all permanent IT jobs advertised in the South West 89.34% 88.94% 89.29%
Number of salaries quoted 7512 8007 8744
South West median annual salary £42,500 £40,500 £40,000
Median salary % change year-on-year +4.94% +1.25% +3.90%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £63,750 £63,750
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 West

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

Job vacancy trend for Dimensional Modelling in the South West

Dimensional Modelling
Salary Trend in the South West

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

Salary trend for Dimensional Modelling in the South West

Dimensional Modelling
Salary Histogram in the South West

The salary distribution of IT jobs citing Dimensional Modelling in the South West over the 6 months to 12 December 2017.

Salary histogram for Dimensional Modelling in the South West

Dimensional Modelling
Job Locations in the South West

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 West region over the 6 months to 12 December 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
Wiltshire -5 5 £57,500 -
Dorset - 4 - -
Somerset -3 3 £34,000 +2.26%
Bristol -27 1 £37,500 -12.79%
Dimensional Modelling
England

For the 6 months to 12 December 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 West region with a requirement for Dimensional Modelling.

1 13 (100.00%) Data Warehouse
2 10 (76.92%) Business Intelligence
3 9 (69.23%) Data Modelling
3 9 (69.23%) SQL
4 8 (61.54%) Finance
5 6 (46.15%) ETL
5 6 (46.15%) Analytics
6 4 (30.77%) T-SQL
6 4 (30.77%) SQL Server
6 4 (30.77%) Agile Software Development
6 4 (30.77%) SQL Server Reporting Services
6 4 (30.77%) Data Analysis
6 4 (30.77%) Supplier Management
6 4 (30.77%) SQL Server Integration Services
6 4 (30.77%) Degree
6 4 (30.77%) Logical Data Model
6 4 (30.77%) Enterprise Data Warehouse
6 4 (30.77%) Mathematics
6 4 (30.77%) QA
6 4 (30.77%) Use Case
6 4 (30.77%) Visualisation
6 4 (30.77%) Translating Business Requirements
6 4 (30.77%) Contingency Planning
7 3 (23.08%) Waterfall
7 3 (23.08%) SQL Server Analysis Services
7 3 (23.08%) Data Integration
7 3 (23.08%) SQL Server 2016
7 3 (23.08%) Big Data
7 3 (23.08%) Analytical Skills
7 3 (23.08%) ERwin

Dimensional Modelling
Co-occurring IT Skills in the South West 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:

Cloud Services
1 2 (15.38%) Amazon AWS
1 2 (15.38%) Microsoft Azure
Database & Business Intelligence
1 13 (100.00%) Data Warehouse
2 4 (30.77%) Enterprise Data Warehouse
2 4 (30.77%) SQL Server
2 4 (30.77%) SQL Server Integration Services
2 4 (30.77%) SQL Server Reporting Services
3 3 (23.08%) Big Data
3 3 (23.08%) SQL Server 2016
3 3 (23.08%) SQL Server Analysis Services
4 2 (15.38%) OLAP
4 2 (15.38%) OLAP Cube
5 1 (7.69%) BusinessObjects
5 1 (7.69%) Data Mining
5 1 (7.69%) Relational Database
5 1 (7.69%) SQL Server 2012
Development Applications
1 3 (23.08%) ERwin
General
1 8 (61.54%) Finance
2 1 (7.69%) Automotive
Job Titles
1 5 (38.46%) Developer
2 4 (30.77%) Designer
2 4 (30.77%) Solutions Designer
2 4 (30.77%) SQL Developer
3 3 (23.08%) Architect
3 3 (23.08%) Data Architect
4 2 (15.38%) Business Developer
4 2 (15.38%) Business Intelligence Developer
4 2 (15.38%) Database Developer
4 2 (15.38%) DBA
4 2 (15.38%) SQL BI Developer
4 2 (15.38%) SQL Database Developer
4 2 (15.38%) SQL DBA
5 1 (7.69%) Data Engineer
5 1 (7.69%) ETL Developer
5 1 (7.69%) SAP BusinessObjects (BO) Developer
5 1 (7.69%) SSIS Developer
5 1 (7.69%) Teradata Developer
Libraries, Frameworks & Software Standards
1 2 (15.38%) MDX
Miscellaneous
1 3 (23.08%) Analytical Skills
2 2 (15.38%) N-Tier
Operating Systems
1 2 (15.38%) Windows
1 2 (15.38%) Windows Server
Processes & Methodologies
1 10 (76.92%) Business Intelligence
2 9 (69.23%) Data Modelling
3 6 (46.15%) Analytics
3 6 (46.15%) ETL
4 4 (30.77%) Agile Software Development
4 4 (30.77%) Contingency Planning
4 4 (30.77%) Data Analysis
4 4 (30.77%) Logical Data Model
4 4 (30.77%) Mathematics
4 4 (30.77%) Supplier Management
4 4 (30.77%) Translating Business Requirements
4 4 (30.77%) Use Case
4 4 (30.77%) Visualisation
5 3 (23.08%) Data Integration
5 3 (23.08%) Waterfall
6 2 (15.38%) Continuous Improvement
6 2 (15.38%) Data Protection
6 2 (15.38%) Performance Tuning
7 1 (7.69%) DevOps
7 1 (7.69%) SDLC
Programming Languages
1 9 (69.23%) SQL
2 4 (30.77%) T-SQL
3 2 (15.38%) PowerShell
Qualifications
1 4 (30.77%) Degree
2 2 (15.38%) SC Cleared
2 2 (15.38%) Security Cleared
Quality Assurance & Compliance
1 4 (30.77%) QA
System Software
1 2 (15.38%) VMware Infrastructure
Vendors
1 2 (15.38%) Microsoft
1 2 (15.38%) VMware
2 1 (7.69%) RedGate
2 1 (7.69%) Tableau
2 1 (7.69%) Teradata