The following table provides summary statistics for permanent job vacancies advertised in Walsall with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Modelling
West Midlands / Walsall
Rank 7 25 16
Rank change year-on-year +18 -9  
Permanent jobs citing Data Modelling 2 3 3
As % of all permanent IT jobs advertised in Walsall 5.88% 2.22% 4.41%
As % of the Processes & Methodologies category 6.90% 2.63% 5.17%
Number of salaries quoted 2 3 3
Median salary £45,750 £60,000 £39,000
Median salary % change year-on-year -23.75% +53.84%  
90% offered a salary of more than £44,350 £44,000 £38,600
10% offered a salary of more than £47,150 £60,000 £71,800
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Walsall with a requirement for process and methodology skills.

Process & Methodology Skills
Walsall
Permanent job vacancies with a requirement for process and methodology skills 29 114 58
As % of all permanent IT job vacancies advertised in Walsall 85.29% 84.44% 85.29%
Number of salaries quoted 21 98 42
Median salary £42,500 £45,000 £39,000
Median salary % change year-on-year -5.55% +15.38%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £50,250 £62,500 £90,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Walsall

The job posting trend of jobs advertised in Walsall citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Walsall

Data Modelling
Salary Trend in Walsall

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Walsall.

Salary trend for Data Modelling in Walsall

Data Modelling
Top 26 Related IT Skills in Walsall

For the 6 months to 23 March 2017, IT jobs citing Data 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 Walsall region with a requirement for Data Modelling.

1 4 (100.00%) SQL
1 4 (100.00%) Data Warehouse
1 4 (100.00%) Business Intelligence
2 3 (75.00%) SQL Server
3 2 (50.00%) SQL Server Integration Services
3 2 (50.00%) PRINCE2
3 2 (50.00%) ETL
3 2 (50.00%) SQL Server Analysis Services
4 1 (25.00%) Scorecard
4 1 (25.00%) Dimensional Modelling
4 1 (25.00%) Oracle BI EE
4 1 (25.00%) Change Control
4 1 (25.00%) Analytics
4 1 (25.00%) Oracle Database 12c
4 1 (25.00%) Oracle Database
4 1 (25.00%) Analytical Skills
4 1 (25.00%) Enterprise Data Warehouse
4 1 (25.00%) Star Schema
4 1 (25.00%) Oracle Reports
4 1 (25.00%) T-SQL
4 1 (25.00%) Oracle
4 1 (25.00%) PL/SQL
4 1 (25.00%) Degree
4 1 (25.00%) E-business
4 1 (25.00%) Finance
4 1 (25.00%) Stakeholder Management

Data Modelling
Top Related IT Skills in Walsall 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 4 (100.00%) Data Warehouse
2 3 (75.00%) SQL Server
3 2 (50.00%) SQL Server Analysis Services
3 2 (50.00%) SQL Server Integration Services
4 1 (25.00%) Enterprise Data Warehouse
4 1 (25.00%) Oracle BI EE
4 1 (25.00%) Oracle Database
4 1 (25.00%) Oracle Database 12c
4 1 (25.00%) Oracle Reports
4 1 (25.00%) Star Schema
General
1 1 (25.00%) Finance
Job Titles
1 3 (75.00%) Business Intelligence Developer
1 3 (75.00%) Developer
2 2 (50.00%) SQL BI Developer
2 2 (50.00%) SQL Developer
3 1 (25.00%) Business Intelligence Lead
3 1 (25.00%) OBIEE Developer
3 1 (25.00%) Senior Business Intelligence Developer
3 1 (25.00%) Senior Developer
3 1 (25.00%) Senior OBIEE Developer
Miscellaneous
1 1 (25.00%) Analytical Skills
Processes & Methodologies
1 4 (100.00%) Business Intelligence
2 2 (50.00%) ETL
2 2 (50.00%) PRINCE2
3 1 (25.00%) Analytics
3 1 (25.00%) Change Control
3 1 (25.00%) Dimensional Modelling
3 1 (25.00%) E-business
3 1 (25.00%) Scorecard
3 1 (25.00%) Stakeholder Management
Programming Languages
1 4 (100.00%) SQL
2 1 (25.00%) PL/SQL
2 1 (25.00%) T-SQL
Qualifications
1 1 (25.00%) Degree
Vendors
1 1 (25.00%) Oracle