The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised for the Staffordshire region. Included is a guide to the salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 64 46 44
Rank change year-on-year
-18 -2
Permanent jobs citing Dimensional Modelling 5 28 39
As % of all permanent IT jobs located in Staffordshire 0.92% 4.64% 5.40%
As % of the Processes & Methodologies category 1.00% 5.11% 6.69%
Number of salaries quoted 5 23 9
Median salary £50,000 £45,000 £55,000
Median salary % change year-on-year
+11.11% -18.18%
UK excluding London median salary £43,000 £52,500 £50,000
% change year-on-year
-18.09% +5.00%
Dimensional Modelling
West Midlands

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

Processes & Methodologies Category
Staffordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
500 548 583
As % of all permanent IT jobs located in Staffordshire 91.58% 90.73% 80.75%
Number of salaries quoted 446 473 461
Median salary £42,500 £38,500 £37,500
Median salary % change year-on-year
+10.38% +2.66%
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Dimensional Modelling
Jobs Demand Trend in Staffordshire

The demand trend of job ads across the Staffordshire 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 Staffordshire

Dimensional Modelling
Salary Trend in Staffordshire

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

Dimensional Modelling Salary Trend in Staffordshire

Dimensional Modelling
Salary Histogram in Staffordshire

This chart provides a salary histogram for IT jobs citing Dimensional Modelling across the Staffordshire region over the 3 months to 25 September 2016.

Dimensional Modelling Salary Histogram in Staffordshire

Dimensional Modelling
Job Locations in Staffordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the Staffordshire region over the 3 months to 25 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
Lichfield -9 5 £50,000 -9.09%
Dimensional Modelling
West Midlands

Dimensional Modelling
Top 30 Related IT Skills in Staffordshire

For the 6 months to 25 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 Staffordshire region with a requirement for Dimensional Modelling.

1 7 (100.00%) ETL
1 7 (100.00%) Business Intelligence
1 7 (100.00%) Netezza
2 5 (71.43%) SQL Server Integration Services
2 5 (71.43%) QlikView
2 5 (71.43%) Data Cleansing
2 5 (71.43%) Visualisation
2 5 (71.43%) Data Visualisation
2 5 (71.43%) Star Schema
2 5 (71.43%) SQL Server
2 5 (71.43%) Data Mining
2 5 (71.43%) Information Exploitation
3 4 (57.14%) Master Data Management
3 4 (57.14%) Analytical Skills
3 4 (57.14%) Disaster Recovery
3 4 (57.14%) Stakeholder Management
3 4 (57.14%) Data Quality
3 4 (57.14%) Data Integration
3 4 (57.14%) Retail
3 4 (57.14%) Data Management
4 3 (42.86%) Kimball Methodology
5 2 (28.57%) People Management
5 2 (28.57%) Greenplum
5 2 (28.57%) Vertica
5 2 (28.57%) Parallel Processing
5 2 (28.57%) Teradata
5 2 (28.57%) Shell Script
5 2 (28.57%) Project Management
5 2 (28.57%) Data Warehouse
5 2 (28.57%) Oracle

Dimensional Modelling
Top Related IT Skills in Staffordshire 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 1 (14.29%) MS Excel
Database & Business Intelligence
1 5 (71.43%) Data Mining
1 5 (71.43%) QlikView
1 5 (71.43%) SQL Server
1 5 (71.43%) SQL Server Integration Services
1 5 (71.43%) Star Schema
2 2 (28.57%) Data Warehouse
2 2 (28.57%) DB2
3 1 (14.29%) NoSQL
3 1 (14.29%) SQL Server Reporting Services
General
1 4 (57.14%) Retail
Job Titles
1 5 (71.43%) Business Intelligence Developer
1 5 (71.43%) Developer
2 4 (57.14%) ETL Developer
2 4 (57.14%) SSIS Developer
3 2 (28.57%) Data Manager
3 2 (28.57%) Data Warehouse Manager
3 2 (28.57%) Team Leader
Miscellaneous
1 5 (71.43%) Visualisation
2 4 (57.14%) Analytical Skills
2 4 (57.14%) Data Integration
Operating Systems
1 2 (28.57%) Linux
1 2 (28.57%) Unix
Processes & Methodologies
1 7 (100.00%) Business Intelligence
1 7 (100.00%) ETL
2 5 (71.43%) Data Cleansing
2 5 (71.43%) Data Visualisation
2 5 (71.43%) Information Exploitation
3 4 (57.14%) Data Management
3 4 (57.14%) Disaster Recovery
3 4 (57.14%) Master Data Management
3 4 (57.14%) Stakeholder Management
4 3 (42.86%) Kimball Methodology
5 2 (28.57%) Parallel Processing
5 2 (28.57%) People Management
5 2 (28.57%) Project Management
Programming Languages
1 2 (28.57%) Shell Script
2 1 (14.29%) SQL
Quality Assurance & Compliance
1 4 (57.14%) Data Quality
Vendors
1 7 (100.00%) Netezza
2 2 (28.57%) Greenplum
2 2 (28.57%) Oracle
2 2 (28.57%) Teradata
2 2 (28.57%) Vertica