Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands > Staffordshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 94 87 68
Rank change year-on-year -7 -19 -4
Permanent jobs citing Data Modelling 11 19 34
As % of all permanent IT jobs advertised in Staffordshire 0.91% 1.54% 2.87%
As % of the Processes & Methodologies category 1.06% 1.66% 3.22%
Number of salaries quoted 5 18 40
Staffordshire median annual salary £37,500 £42,000 £38,500
Median salary % change year-on-year -10.71% +9.09% -9.41%
10th Percentile £33,000 £35,000 £22,000
90th Percentile £42,450 £56,625 £42,500
West Midlands median annual salary £47,500 £45,000 £41,250
% change year-on-year +5.56% +9.09% -8.33%

Data 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 1042 1144 1055
As % of all permanent IT jobs advertised in Staffordshire 86.47% 92.48% 89.10%
Number of salaries quoted 845 1009 924
Staffordshire median annual salary £37,500 £37,500 £36,875
Median salary % change year-on-year - +1.69% +1.72%
10th Percentile £21,500 £23,200 £23,075
90th Percentile £59,200 £57,500 £55,000
West Midlands median annual salary £40,000 £40,000 £40,000

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 6 months to 22 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
Stoke-on-Trent +22 7 £35,000 -12.50% 3
Stafford - 2 £37,500 -
Lichfield - 1 £40,500 -
Data Modelling
West Midlands

For the 6 months to 22 November 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 7 (63.64%) Business Intelligence
2 6 (54.55%) SAP
2 6 (54.55%) SLA
2 6 (54.55%) BusinessObjects
2 6 (54.55%) SAP BW
2 6 (54.55%) ABAP
2 6 (54.55%) Cognos
2 6 (54.55%) SAP HANA
2 6 (54.55%) BusinessObjects Business Intelligence
3 5 (45.45%) SQL Server
3 5 (45.45%) SQL
4 4 (36.36%) T-SQL
4 4 (36.36%) SQL Server Integration Services
4 4 (36.36%) SQL Server Reporting Services
5 2 (18.18%) Mentoring
5 2 (18.18%) Coaching
5 2 (18.18%) Power BI
5 2 (18.18%) QlikView
5 2 (18.18%) Scrum
5 2 (18.18%) SQL Server 2012
5 2 (18.18%) Tableau
5 2 (18.18%) Continuous Improvement
5 2 (18.18%) Data Warehouse
5 2 (18.18%) ETL
5 2 (18.18%) SMS
5 2 (18.18%) OLTP
6 1 (9.09%) RAD
6 1 (9.09%) Management Information System
6 1 (9.09%) Waterfall
6 1 (9.09%) Analytics

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:

Communications & Networking
1 2 (18.18%) SMS
Database & Business Intelligence
1 6 (54.55%) BusinessObjects
1 6 (54.55%) BusinessObjects Business Intelligence
1 6 (54.55%) SAP BW
1 6 (54.55%) SAP HANA
2 5 (45.45%) SQL Server
3 4 (36.36%) SQL Server Integration Services
3 4 (36.36%) SQL Server Reporting Services
4 2 (18.18%) Data Warehouse
4 2 (18.18%) OLTP
4 2 (18.18%) Power BI
4 2 (18.18%) QlikView
4 2 (18.18%) SQL Server 2012
5 1 (9.09%) Big Data
Job Titles
1 6 (54.55%) SAP BW Specialist
2 2 (18.18%) Data Warehouse Manager
2 2 (18.18%) Developer
2 2 (18.18%) SQL Developer
3 1 (9.09%) Analyst
3 1 (9.09%) Data Analyst
3 1 (9.09%) Data Analytics Analyst
3 1 (9.09%) SQL Analyst
3 1 (9.09%) SQL Data Analyst
Miscellaneous
1 1 (9.09%) iPad
1 1 (9.09%) Management Information System
Processes & Methodologies
1 7 (63.64%) Business Intelligence
2 2 (18.18%) Coaching
2 2 (18.18%) Continuous Improvement
2 2 (18.18%) ETL
2 2 (18.18%) Mentoring
2 2 (18.18%) Scrum
3 1 (9.09%) Agile Software Development
3 1 (9.09%) Analytics
3 1 (9.09%) Data Analytics
3 1 (9.09%) RAD
3 1 (9.09%) Use Case
3 1 (9.09%) Waterfall
Programming Languages
1 6 (54.55%) ABAP
2 5 (45.45%) SQL
3 4 (36.36%) T-SQL
Quality Assurance & Compliance
1 6 (54.55%) SLA
Vendors
1 6 (54.55%) Cognos
1 6 (54.55%) SAP
2 2 (18.18%) Tableau