The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised for the West Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 217 179 180
Rank change year-on-year
-38 +1
Permanent jobs citing Dimensional Modelling 15 42 54
As % of all permanent IT jobs located in the West Midlands 0.26% 0.79% 0.96%
As % of the Processes & Methodologies category 0.29% 0.91% 1.14%
Number of salaries quoted 13 31 15
Median salary £42,500 £51,500 £55,000
Median salary % change year-on-year
-17.47% -6.36%
90% offered a salary of more than £36,800 £38,500 £46,500
10% offered a salary of more than £56,000 £70,000 £63,000
UK excluding London median salary £43,000 £52,750 £50,000
% change year-on-year
-18.48% +5.50%
Dimensional Modelling
England

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

Processes & Methodologies Category
West Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
5093 4616 4722
As % of all permanent IT jobs located in the West Midlands 87.86% 86.90% 84.01%
Number of salaries quoted 4002 3821 3959
Median salary £42,500 £42,500 £42,350
Median salary % change year-on-year
- +0.35%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £62,500 £70,000 £63,299
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Dimensional Modelling
Jobs Demand Trend in the West Midlands

The demand trend of job ads across the West Midlands 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 West Midlands

Dimensional Modelling
Salary Trend in the West Midlands

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

Dimensional Modelling Salary Trend in the West Midlands

Dimensional Modelling
Salary Histogram in the West Midlands

This chart provides a salary histogram for IT jobs citing Dimensional Modelling across the West Midlands region over the 3 months to 26 September 2016.

Dimensional Modelling Salary Histogram in the West Midlands

Dimensional Modelling
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the West Midlands region over the 3 months to 26 September 2016. 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
(Click see detailed
statistics and trends)
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
Staffordshire -21 5 £50,000 +11.11%
Birmingham -30 2 £50,000 -39.39%
Coventry - 1 £40,500 -
Walsall - 1 £40,000 -
West Bromwich - 1 £42,500 -
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 26 September 2016, 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 West Midlands region with a requirement for Dimensional Modelling.

1 48 (94.12%) Business Intelligence
2 45 (88.24%) ETL
3 40 (78.43%) Data Warehouse
4 39 (76.47%) SQL
5 30 (58.82%) Oracle
6 26 (50.98%) Kimball Methodology
7 22 (43.14%) Informatica
8 17 (33.33%) PL/SQL
8 17 (33.33%) Finance
9 16 (31.37%) SQL Server
10 13 (25.49%) Oracle Reports
10 13 (25.49%) Oracle Database
10 13 (25.49%) SDLC
11 12 (23.53%) Oracle Database 11g
12 11 (21.57%) SQL Server Integration Services
12 11 (21.57%) Visualisation
12 11 (21.57%) Performance Tuning
13 10 (19.61%) Stakeholder Management
13 10 (19.61%) BusinessObjects
13 10 (19.61%) SQL Server Analysis Services
13 10 (19.61%) Capacity Management
13 10 (19.61%) Oracle BI EE
14 8 (15.69%) SQL Server Reporting Services
14 8 (15.69%) QlikView
14 8 (15.69%) Analytics
14 8 (15.69%) Star Schema
14 8 (15.69%) Relational Database
15 7 (13.73%) Netezza
16 6 (11.76%) Data Cleansing
16 6 (11.76%) MS Excel

Dimensional Modelling
Top Related IT Skills in the West Midlands 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 1 (1.96%) SAS
Applications
1 6 (11.76%) MS Excel
Cloud Services
1 3 (5.88%) Microsoft Azure
Database & Business Intelligence
1 40 (78.43%) Data Warehouse
2 16 (31.37%) SQL Server
3 13 (25.49%) Oracle Database
3 13 (25.49%) Oracle Reports
4 12 (23.53%) Oracle Database 11g
5 11 (21.57%) SQL Server Integration Services
6 10 (19.61%) BusinessObjects
6 10 (19.61%) Oracle BI EE
6 10 (19.61%) SQL Server Analysis Services
7 8 (15.69%) QlikView
7 8 (15.69%) Relational Database
7 8 (15.69%) SQL Server Reporting Services
7 8 (15.69%) Star Schema
8 6 (11.76%) OLAP
9 5 (9.80%) Data Mining
9 5 (9.80%) Power BI
10 3 (5.88%) Datazen
10 3 (5.88%) Microsoft Power View
10 3 (5.88%) OLAP Cube
10 3 (5.88%) OLTP
Development Applications
1 3 (5.88%) Team Foundation Server
General
1 17 (33.33%) Finance
2 5 (9.80%) Retail
3 4 (7.84%) Automotive
Job Titles
1 32 (62.75%) Developer
2 27 (52.94%) Business Intelligence Developer
3 13 (25.49%) SQL Developer
4 11 (21.57%) Consultant
4 11 (21.57%) SQL BI Developer
5 10 (19.61%) Data Consultant
5 10 (19.61%) Data Warehouse Consultant
5 10 (19.61%) ETL Consultant
5 10 (19.61%) ETL Developer
5 10 (19.61%) Oracle Consultant
6 6 (11.76%) Analyst
7 5 (9.80%) Business Developer
7 5 (9.80%) Oracle Developer
8 4 (7.84%) SSIS Developer
9 3 (5.88%) Business Intelligence Analyst
9 3 (5.88%) Senior Analyst
10 2 (3.92%) Data Warehouse Manager
10 2 (3.92%) Oracle ETL Developer
10 2 (3.92%) Senior Programme Analyst
10 2 (3.92%) Senior Programmer
Libraries, Frameworks & Software Standards
1 5 (9.80%) MDX
Miscellaneous
1 11 (21.57%) Visualisation
2 5 (9.80%) Analytical Skills
3 4 (7.84%) Data Integration
4 3 (5.88%) Data Conversion
4 3 (5.88%) Enterprise Software
Operating Systems
1 2 (3.92%) Linux
1 2 (3.92%) Unix
Processes & Methodologies
1 48 (94.12%) Business Intelligence
2 45 (88.24%) ETL
3 26 (50.98%) Kimball Methodology
4 13 (25.49%) SDLC
5 11 (21.57%) Performance Tuning
6 10 (19.61%) Capacity Management
6 10 (19.61%) Stakeholder Management
7 8 (15.69%) Analytics
8 6 (11.76%) Data Cleansing
9 5 (9.80%) Data Visualisation
9 5 (9.80%) Information Exploitation
9 5 (9.80%) Project Management
10 4 (7.84%) Agile Software Development
10 4 (7.84%) Data Management
10 4 (7.84%) Data Modelling
10 4 (7.84%) Disaster Recovery
10 4 (7.84%) ETL Development
10 4 (7.84%) Master Data Management
10 4 (7.84%) Validation
11 3 (5.88%) Data Validation
Programming Languages
1 39 (76.47%) SQL
2 17 (33.33%) PL/SQL
3 4 (7.84%) T-SQL
4 2 (3.92%) Shell Script
5 1 (1.96%) Java
Qualifications
1 1 (1.96%) ISEB
Quality Assurance & Compliance
1 4 (7.84%) Data Quality
2 1 (1.96%) QA
Vendors
1 30 (58.82%) Oracle
2 22 (43.14%) Informatica
3 7 (13.73%) Netezza
4 5 (9.80%) Microsoft
5 3 (5.88%) SAP
5 3 (5.88%) Tableau
6 2 (3.92%) Greenplum
6 2 (3.92%) Teradata
6 2 (3.92%) Vertica
7 1 (1.96%) Ab Initio
7 1 (1.96%) Cognos
7 1 (1.96%) IBM
7 1 (1.96%) Siebel