Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Staffordshire 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
West Midlands > Staffordshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 95 102 71
Rank change year-on-year +7 -31 -11
Permanent jobs citing Dimensional Modelling 3 5 34
As % of all permanent IT jobs advertised in Staffordshire 0.25% 0.40% 2.80%
As % of the Processes & Methodologies category 0.29% 0.43% 3.13%
Number of salaries quoted 3 5 29
Staffordshire median annual salary £35,000 £50,000 £45,000
Median salary % change year-on-year -30.00% +11.11% -21.74%
10th Percentile £32,500 £32,700 £40,250
90th Percentile £37,500 £55,000 £60,000
West Midlands median annual salary £42,500 £40,000 £47,500
% change year-on-year +6.25% -15.79% -

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 Staffordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Staffordshire
Permanent vacancies with a requirement for process or methodology skills 1045 1165 1086
As % of all permanent IT jobs advertised in Staffordshire 86.94% 92.24% 89.31%
Number of salaries quoted 846 1027 948
Staffordshire median annual salary £37,500 £37,500 £37,125
Median salary % change year-on-year - +1.01% +3.13%
10th Percentile £21,625 £23,000 £24,000
90th Percentile £57,750 £56,750 £55,000
West Midlands median annual salary £40,000 £40,000 £40,000

Dimensional Modelling
Job Vacancy Trend in Staffordshire

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

Job vacancy trend for Dimensional Modelling 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 in Staffordshire.

Salary trend for Dimensional Modelling 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 6 months to 17 November 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
Lichfield -3 3 £35,000 -30.00%
Dimensional Modelling
West Midlands

For the 6 months to 17 November 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 Staffordshire region with a requirement for Dimensional Modelling.

1 3 (100.00%) SQL Server
1 3 (100.00%) ETL
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Data Integration
1 3 (100.00%) Data Quality
1 3 (100.00%) Analytical Skills
2 2 (66.67%) Analytics
2 2 (66.67%) Master Data Management
2 2 (66.67%) Data Management
2 2 (66.67%) IBM PureData
2 2 (66.67%) Talend
2 2 (66.67%) Data Analytics
2 2 (66.67%) Talend Open Studio
2 2 (66.67%) SQL
2 2 (66.67%) IBM
2 2 (66.67%) Cognos
2 2 (66.67%) Data Warehouse
3 1 (33.33%) Data Mining
3 1 (33.33%) Star Schema
3 1 (33.33%) Business Analysis
3 1 (33.33%) SQL Server Integration Services
3 1 (33.33%) Data Cleansing
3 1 (33.33%) Stakeholder Management
3 1 (33.33%) Visualisation
3 1 (33.33%) Data Visualisation
3 1 (33.33%) Kimball Methodology
3 1 (33.33%) Information Exploitation

Dimensional Modelling
Co-occurring 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:

Database & Business Intelligence
1 3 (100.00%) SQL Server
2 2 (66.67%) Data Warehouse
2 2 (66.67%) IBM PureData
3 1 (33.33%) Data Mining
3 1 (33.33%) SQL Server Integration Services
3 1 (33.33%) Star Schema
Development Applications
1 2 (66.67%) Talend Open Studio
Job Titles
1 3 (100.00%) Business Intelligence Developer
1 3 (100.00%) Developer
2 1 (33.33%) Business Developer
2 1 (33.33%) ETL Developer
Miscellaneous
1 3 (100.00%) Analytical Skills
Processes & Methodologies
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Data Integration
1 3 (100.00%) ETL
2 2 (66.67%) Analytics
2 2 (66.67%) Data Analytics
2 2 (66.67%) Data Management
2 2 (66.67%) Master Data Management
3 1 (33.33%) Business Analysis
3 1 (33.33%) Data Cleansing
3 1 (33.33%) Data Visualisation
3 1 (33.33%) Information Exploitation
3 1 (33.33%) Kimball Methodology
3 1 (33.33%) Stakeholder Management
3 1 (33.33%) Visualisation
Programming Languages
1 2 (66.67%) SQL
Quality Assurance & Compliance
1 3 (100.00%) Data Quality
Vendors
1 2 (66.67%) Cognos
1 2 (66.67%) IBM
1 2 (66.67%) Talend