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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
England / North East
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 67 77 78
Rank change year-on-year +10 +1  
Permanent jobs citing Data Modelling 5 5 11
As % of all permanent IT jobs advertised in the North East 0.88% 0.63% 1.40%
As % of the Processes & Methodologies category 0.96% 0.74% 1.65%
Number of salaries quoted 5 5 10
Median salary £42,500 £40,000 £35,000
Median salary % change year-on-year +6.25% +14.28%  
90% offered a salary of more than £30,500 £37,830 £34,231
10% offered a salary of more than £45,300 £65,000 £55,000
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

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

Process & Methodology Skills
North East
Permanent job vacancies with a requirement for process and methodology skills 520 674 665
As % of all permanent IT job vacancies advertised in the North East 91.07% 85.10% 84.61%
Number of salaries quoted 456 599 549
Median salary £37,500 £40,000 £40,000
Median salary % change year-on-year -6.25% -  
90% offered a salary of more than £25,000 £28,000 £29,500
10% offered a salary of more than £60,000 £55,000 £67,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in the North East

The job posting trend of jobs advertised in the North East 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 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 3 months to 26 June 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 3 months to 26 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
Tyne and Wear +20 4 £43,750 -16.66% 2
Durham -6 1 £22,500 -43.75%
Data Modelling
England

For the 6 months to 26 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 North East region with a requirement for Data Modelling.

1 17 (80.95%) Business Intelligence
2 16 (76.19%) Oracle
3 15 (71.43%) SQL
4 13 (61.90%) Oracle BI EE
5 12 (57.14%) Data Integration
5 12 (57.14%) Analytics
6 11 (52.38%) Oracle ODI
6 11 (52.38%) SQL Server
6 11 (52.38%) Informatica
7 10 (47.62%) Microsoft
7 10 (47.62%) Hyperion
7 10 (47.62%) ERP
7 10 (47.62%) Oracle Reports
7 10 (47.62%) Oracle ERP
7 10 (47.62%) Business Analytics
8 9 (42.86%) Oracle EBS R12
8 9 (42.86%) Oracle 11i
9 8 (38.10%) BusinessObjects
10 5 (23.81%) Data Warehouse
10 5 (23.81%) PL/SQL
10 5 (23.81%) Continuous Improvement
11 4 (19.05%) Computer Science Degree
11 4 (19.05%) Degree
11 4 (19.05%) Computer Science
12 3 (14.29%) Unit Testing
12 3 (14.29%) Tableau
12 3 (14.29%) ETL
12 3 (14.29%) Middleware
12 3 (14.29%) Finance
12 3 (14.29%) Power BI

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 2 (9.52%) Mule
2 1 (4.76%) WebLogic
Business Applications
1 10 (47.62%) Oracle ERP
2 9 (42.86%) Oracle 11i
2 9 (42.86%) Oracle EBS R12
3 1 (4.76%) Oracle EBS
Database & Business Intelligence
1 13 (61.90%) Oracle BI EE
2 11 (52.38%) Oracle ODI
2 11 (52.38%) SQL Server
3 10 (47.62%) Oracle Reports
4 8 (38.10%) BusinessObjects
5 5 (23.81%) Data Warehouse
6 3 (14.29%) Oracle Database
6 3 (14.29%) Power BI
7 2 (9.52%) Big Data
7 2 (9.52%) Star Schema
8 1 (4.76%) Spotfire
8 1 (4.76%) SQL Server Integration Services
8 1 (4.76%) SQL Server Reporting Services
General
1 3 (14.29%) Finance
2 1 (4.76%) Telecoms
Job Titles
1 11 (52.38%) Analyst
1 11 (52.38%) Business Intelligence Analyst
2 9 (42.86%) Developer
3 6 (28.57%) Oracle Analyst
4 4 (19.05%) Business Intelligence Developer
5 2 (9.52%) Data Warehouse Developer
5 2 (9.52%) Infrastructure Analyst
5 2 (9.52%) Java Developer
5 2 (9.52%) Java Middleware Developer
5 2 (9.52%) Middleware Developer
5 2 (9.52%) Oracle Developer
6 1 (4.76%) Analyst Developer
6 1 (4.76%) Data Scientist
6 1 (4.76%) Designer
6 1 (4.76%) ERP Analyst
6 1 (4.76%) Graduate
6 1 (4.76%) MuleSoft Developer
6 1 (4.76%) Oracle BI Developer
6 1 (4.76%) Solutions Designer
6 1 (4.76%) SQL Analyst
Libraries, Frameworks & Software Standards
1 3 (14.29%) Middleware
2 1 (4.76%) RESTful
Miscellaneous
1 4 (19.05%) Computer Science
2 3 (14.29%) Algorithms
3 1 (4.76%) Data Structures
3 1 (4.76%) Management Information System
3 1 (4.76%) NHS
Processes & Methodologies
1 17 (80.95%) Business Intelligence
2 12 (57.14%) Analytics
2 12 (57.14%) Data Integration
3 10 (47.62%) Business Analytics
3 10 (47.62%) ERP
4 5 (23.81%) Continuous Improvement
5 3 (14.29%) ETL
5 3 (14.29%) Unit Testing
6 2 (9.52%) Agile Software Development
6 2 (9.52%) Data Analysis
6 2 (9.52%) Data Mapping
6 2 (9.52%) ETL Development
6 2 (9.52%) SDLC
7 1 (4.76%) Data Management
7 1 (4.76%) Economics
7 1 (4.76%) Logical Data Model
7 1 (4.76%) Machine Learning
7 1 (4.76%) Physical Data Model
7 1 (4.76%) Statistics
7 1 (4.76%) Translating Business Requirements
Programming Languages
1 15 (71.43%) SQL
2 5 (23.81%) PL/SQL
3 2 (9.52%) C++
3 2 (9.52%) Java
4 1 (4.76%) Python
4 1 (4.76%) R
4 1 (4.76%) Ruby
Qualifications
1 4 (19.05%) Computer Science Degree
1 4 (19.05%) Degree
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
Vendors
1 16 (76.19%) Oracle
2 11 (52.38%) Informatica
3 10 (47.62%) Hyperion
3 10 (47.62%) Microsoft
4 3 (14.29%) MuleSoft
4 3 (14.29%) Tableau
5 1 (4.76%) HP