The following table provides summary statistics for permanent job vacancies advertised in Staffordshire 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 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands / Staffordshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 61 69 53
Rank change year-on-year +8 -16  
Permanent jobs citing Data Modelling 2 10 16
As % of all permanent IT jobs advertised in Staffordshire 0.38% 1.44% 2.58%
As % of the Processes & Methodologies category 0.43% 1.59% 2.87%
Number of salaries quoted 2 9 23
Median salary £39,000 £40,000 £40,000
Median salary % change year-on-year -2.50% -  
90% offered a salary of more than £36,400 £28,250 £22,000
10% offered a salary of more than £42,800 £48,550 £42,500
UK excluding London median salary £48,500 £47,500 £45,000
% change year-on-year +2.10% +5.55%  

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 Staffordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Staffordshire
Permanent job vacancies with a requirement for process and methodology skills 465 628 558
As % of all permanent IT job vacancies advertised in Staffordshire 88.57% 90.36% 90.00%
Number of salaries quoted 1348 2236 1879
Median salary £40,000 £37,500 £40,500
Median salary % change year-on-year +6.66% -7.40%  
90% offered a salary of more than £22,500 £22,500 £28,550
10% offered a salary of more than £58,750 £62,500 £57,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Staffordshire

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

Job vacancy trend for Data Modelling in Staffordshire

Data Modelling
Salary Trend in Staffordshire

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

Salary trend for Data Modelling in Staffordshire

Data 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 Data Modelling within the Staffordshire region over the 3 months to 28 June 2017. 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 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 - 2 £39,000 -
Data Modelling
West Midlands

For the 6 months to 28 June 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 Staffordshire region with a requirement for Data Modelling.

1 2 (66.67%) SQL
2 1 (33.33%) SQL Server
2 1 (33.33%) RAD
2 1 (33.33%) Business Intelligence
2 1 (33.33%) Management Information System
2 1 (33.33%) Stakeholder Management
2 1 (33.33%) Agile Software Development
2 1 (33.33%) Data Analysis
2 1 (33.33%) Business Analysis
2 1 (33.33%) QA
2 1 (33.33%) Use Case
2 1 (33.33%) User Acceptance Testing
2 1 (33.33%) iPad
2 1 (33.33%) Waterfall
2 1 (33.33%) Continuous Improvement
2 1 (33.33%) Big Data
2 1 (33.33%) Data Analytics
2 1 (33.33%) Analytics
2 1 (33.33%) User Stories
2 1 (33.33%) SDLC
2 1 (33.33%) Wireframes
2 1 (33.33%) Customer Requirements

Data 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 1 (33.33%) Big Data
1 1 (33.33%) SQL Server
Job Titles
1 3 (100.00%) Analyst
2 1 (33.33%) Business Analyst
2 1 (33.33%) Business Systems Analyst
2 1 (33.33%) Data Analyst
2 1 (33.33%) Data Analytics Analyst
2 1 (33.33%) SQL Analyst
2 1 (33.33%) SQL Data Analyst
2 1 (33.33%) Systems Analyst
Miscellaneous
1 1 (33.33%) iPad
1 1 (33.33%) Management Information System
Processes & Methodologies
1 1 (33.33%) Agile Software Development
1 1 (33.33%) Analytics
1 1 (33.33%) Business Analysis
1 1 (33.33%) Business Intelligence
1 1 (33.33%) Continuous Improvement
1 1 (33.33%) Customer Requirements
1 1 (33.33%) Data Analysis
1 1 (33.33%) Data Analytics
1 1 (33.33%) RAD
1 1 (33.33%) SDLC
1 1 (33.33%) Stakeholder Management
1 1 (33.33%) Use Case
1 1 (33.33%) User Acceptance Testing
1 1 (33.33%) User Stories
1 1 (33.33%) Waterfall
1 1 (33.33%) Wireframes
Programming Languages
1 2 (66.67%) SQL
Quality Assurance & Compliance
1 1 (33.33%) QA