Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
England > North East
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 104 103 115
Rank change year-on-year -1 +12 -15
Permanent jobs citing Data Modelling 5 14 10
As % of all permanent IT jobs advertised in the North East 0.37% 0.93% 0.64%
As % of the Processes & Methodologies category 0.43% 1.10% 0.72%
Number of salaries quoted 5 15 8
North East median annual salary £31,538 £37,500 £47,500
Median salary % change year-on-year -15.90% -21.05% +18.75%
10th Percentile £21,250 £34,500 £21,525
90th Percentile £61,854 £57,500 £61,250
England median annual salary £55,000 £55,000 £55,000

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 the North East with a requirement for process or methodology skills.

All Process and Methodology Skills
North East
Permanent vacancies with a requirement for process or methodology skills 1175 1269 1388
As % of all permanent IT jobs advertised in the North East 87.10% 84.43% 88.92%
Number of salaries quoted 1012 1073 1190
North East median annual salary £40,000 £40,000 £40,000
10th Percentile £23,750 £25,500 £25,000
90th Percentile £61,475 £60,000 £57,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Modelling
Job Vacancy Trend in the North East

Job postings citing Data Modelling as a percentage of all IT jobs advertised in the North East.

Job vacancy trend for Data Modelling in the North East

Data Modelling
Salary Trend in the North East

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

Salary trend for Data Modelling in the North East

Data Modelling
Salary Histogram in the North East

The salary distribution of IT jobs citing Data Modelling in the North East over the 6 months to 19 November 2017.

Salary histogram for Data Modelling in the North East

Data Modelling
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the North East region over the 6 months to 19 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
Tyne and Wear +4 3 £50,000 +33.33% 3
Durham - 2 £22,500 -
Data Modelling
England

For the 6 months to 19 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 North East region with a requirement for Data Modelling.

1 3 (60.00%) Business Intelligence
1 3 (60.00%) Microsoft
1 3 (60.00%) Agile Software Development
1 3 (60.00%) Big Data
2 2 (40.00%) Analytics
2 2 (40.00%) User Stories
2 2 (40.00%) R
2 2 (40.00%) Tableau
2 2 (40.00%) Continuous Improvement
2 2 (40.00%) Data Quality
2 2 (40.00%) Machine Learning
2 2 (40.00%) Predictive Analytics
2 2 (40.00%) Mathematics
2 2 (40.00%) Computer Science
2 2 (40.00%) Spotfire
2 2 (40.00%) Power BI
2 2 (40.00%) Case Management
2 2 (40.00%) Business Process Modelling
2 2 (40.00%) Computer Science Degree
2 2 (40.00%) SQL Server
2 2 (40.00%) Economics
2 2 (40.00%) Business Analysis
2 2 (40.00%) Ruby
2 2 (40.00%) Statistical Analysis
2 2 (40.00%) Statistics
2 2 (40.00%) Degree
2 2 (40.00%) Python
3 1 (20.00%) Process Management
3 1 (20.00%) GAP Analysis
3 1 (20.00%) Workflow

Data Modelling
Co-occurring IT Skills in the North East 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:

Application Platforms
1 1 (20.00%) Documentum
Business Applications
1 1 (20.00%) Dynamics AX
Database & Business Intelligence
1 3 (60.00%) Big Data
2 2 (40.00%) Power BI
2 2 (40.00%) Spotfire
2 2 (40.00%) SQL Server
3 1 (20.00%) Data Mining
3 1 (20.00%) Geospatial Data
3 1 (20.00%) NoSQL
General
1 1 (20.00%) Advertising
1 1 (20.00%) Retail
Job Titles
1 3 (60.00%) Data Scientist
2 2 (40.00%) Analyst
2 2 (40.00%) Business Analyst
2 2 (40.00%) Graduate
3 1 (20.00%) Architect
3 1 (20.00%) Data Architect
3 1 (20.00%) Junior
3 1 (20.00%) Junior Analyst
3 1 (20.00%) Junior Business Analyst
Miscellaneous
1 2 (40.00%) Computer Science
2 1 (20.00%) Analytical Skills
Processes & Methodologies
1 3 (60.00%) Agile Software Development
1 3 (60.00%) Business Intelligence
2 2 (40.00%) Analytics
2 2 (40.00%) Business Analysis
2 2 (40.00%) Business Process Modelling
2 2 (40.00%) Case Management
2 2 (40.00%) Continuous Improvement
2 2 (40.00%) Economics
2 2 (40.00%) Machine Learning
2 2 (40.00%) Mathematics
2 2 (40.00%) Predictive Analytics
2 2 (40.00%) Statistical Analysis
2 2 (40.00%) Statistics
2 2 (40.00%) User Stories
3 1 (20.00%) BDD
3 1 (20.00%) BPMN
3 1 (20.00%) Data Architecture
3 1 (20.00%) Information Architecture
3 1 (20.00%) Line Management
3 1 (20.00%) Requirements Engineering
Programming Languages
1 2 (40.00%) Python
1 2 (40.00%) R
1 2 (40.00%) Ruby
2 1 (20.00%) SQL
Qualifications
1 2 (40.00%) Computer Science Degree
1 2 (40.00%) Degree
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
Vendors
1 3 (60.00%) Microsoft
2 2 (40.00%) Tableau
3 1 (20.00%) Pega