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 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 219 210 170
Rank change year-on-year
-9 -40
Permanent jobs citing Dimensional Modelling 20 26 53
As % of all permanent IT jobs located in the West Midlands 0.33% 0.44% 1.00%
As % of the Processes & Methodologies category 0.38% 0.50% 1.20%
Number of salaries quoted 13 17 31
Median salary £40,000 £41,500 £45,000
Median salary % change year-on-year
-3.61% -7.77%
90% offered a salary of more than £38,000 £38,100 £37,500
10% offered a salary of more than £48,800 £52,900 £65,000
UK excluding London median salary £43,000 £46,500 £45,000
% change year-on-year
-7.52% +3.33%
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
5250 5166 4432
As % of all permanent IT jobs located in the West Midlands 87.05% 87.20% 83.25%
Number of salaries quoted 4098 4200 3675
Median salary £42,500 £42,000 £41,000
Median salary % change year-on-year
+1.19% +2.43%
90% offered a salary of more than £26,000 £27,500 £27,850
10% offered a salary of more than £65,000 £65,000 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 July 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 July 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
Walsall 0 4 £44,000 +22.22%
Birmingham -7 4 £40,000 -15.78%
Shropshire - 2 £38,750 - 2
Staffordshire -10 1 £50,000 +20.48%
Solihull - 1 £28,500 -
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 26 July 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 50 (98.04%) Business Intelligence
2 49 (96.08%) ETL
3 48 (94.12%) Data Warehouse
4 44 (86.27%) SQL
5 36 (70.59%) Oracle
6 28 (54.90%) Kimball Methodology
7 26 (50.98%) Informatica
8 17 (33.33%) PL/SQL
9 15 (29.41%) SDLC
10 14 (27.45%) Oracle Database
10 14 (27.45%) Finance
11 13 (25.49%) Oracle Database 11g
11 13 (25.49%) Oracle Reports
11 13 (25.49%) Performance Tuning
12 12 (23.53%) Capacity Management
12 12 (23.53%) Oracle BI EE
13 11 (21.57%) SQL Server
14 9 (17.65%) Netezza
15 8 (15.69%) Greenplum
15 8 (15.69%) Teradata
15 8 (15.69%) DB2
15 8 (15.69%) Unix
15 8 (15.69%) Linux
15 8 (15.69%) SQL Server Analysis Services
15 8 (15.69%) Parallel Processing
15 8 (15.69%) Vertica
16 7 (13.73%) Visualisation
16 7 (13.73%) SQL Server Reporting Services
17 6 (11.76%) SQL Server Integration Services
17 6 (11.76%) Stakeholder Management

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:

Applications
1 5 (9.80%) MS Excel
Cloud Services
1 3 (5.88%) Microsoft Azure
Database & Business Intelligence
1 48 (94.12%) Data Warehouse
2 14 (27.45%) Oracle Database
3 13 (25.49%) Oracle Database 11g
3 13 (25.49%) Oracle Reports
4 12 (23.53%) Oracle BI EE
5 11 (21.57%) SQL Server
6 8 (15.69%) DB2
6 8 (15.69%) SQL Server Analysis Services
7 7 (13.73%) SQL Server Reporting Services
8 6 (11.76%) OLAP
8 6 (11.76%) SQL Server Integration Services
9 5 (9.80%) BusinessObjects
9 5 (9.80%) Power BI
10 4 (7.84%) QlikView
11 3 (5.88%) Datazen
11 3 (5.88%) Microsoft Power View
11 3 (5.88%) OLAP Cube
11 3 (5.88%) OLTP
11 3 (5.88%) PowerPivot
11 3 (5.88%) Relational Database
Development Applications
1 3 (5.88%) Team Foundation Server
General
1 14 (27.45%) Finance
2 4 (7.84%) Automotive
3 1 (1.96%) Retail
Job Titles
1 31 (60.78%) Developer
2 26 (50.98%) Business Intelligence Developer
3 14 (27.45%) SQL Developer
4 13 (25.49%) Consultant
4 13 (25.49%) SQL BI Developer
5 12 (23.53%) Data Consultant
5 12 (23.53%) Data Warehouse Consultant
5 12 (23.53%) ETL Consultant
5 12 (23.53%) Oracle Consultant
6 10 (19.61%) ETL Developer
7 5 (9.80%) Business Developer
7 5 (9.80%) Data Warehouse Developer
8 3 (5.88%) Analyst
8 3 (5.88%) Business Intelligence Analyst
8 3 (5.88%) Data Warehouse Manager
8 3 (5.88%) Junior
8 3 (5.88%) Junior Business Intelligence Developer
8 3 (5.88%) Junior Developer
8 3 (5.88%) Junior ETL Developer
8 3 (5.88%) Junior SQL Developer
Libraries, Frameworks & Software Standards
1 5 (9.80%) MDX
Miscellaneous
1 7 (13.73%) Visualisation
2 3 (5.88%) Data Conversion
2 3 (5.88%) Enterprise Software
3 2 (3.92%) Analytical Skills
4 1 (1.96%) Data Integration
Operating Systems
1 8 (15.69%) Linux
1 8 (15.69%) Unix
Processes & Methodologies
1 50 (98.04%) Business Intelligence
2 49 (96.08%) ETL
3 28 (54.90%) Kimball Methodology
4 15 (29.41%) SDLC
5 13 (25.49%) Performance Tuning
6 12 (23.53%) Capacity Management
7 8 (15.69%) Parallel Processing
8 6 (11.76%) Analytics
8 6 (11.76%) Project Management
8 6 (11.76%) Stakeholder Management
9 4 (7.84%) Data Modelling
9 4 (7.84%) ETL Development
10 3 (5.88%) Complex Event Processing
10 3 (5.88%) Data Acquisition
10 3 (5.88%) Data Architecture
10 3 (5.88%) Data Validation
10 3 (5.88%) Line Management
10 3 (5.88%) Open Source
10 3 (5.88%) People Management
10 3 (5.88%) UML
Programming Languages
1 44 (86.27%) SQL
2 17 (33.33%) PL/SQL
3 4 (7.84%) T-SQL
4 3 (5.88%) Shell Script
5 1 (1.96%) Java
Quality Assurance & Compliance
1 1 (1.96%) Data Quality
Vendors
1 36 (70.59%) Oracle
2 26 (50.98%) Informatica
3 9 (17.65%) Netezza
4 8 (15.69%) Greenplum
4 8 (15.69%) Teradata
4 8 (15.69%) Vertica
5 4 (7.84%) Microsoft
6 3 (5.88%) Tableau
7 1 (1.96%) SAP
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