The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the North East region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 75 85 70
Rank change year-on-year
+10 -15
Permanent jobs citing Data Modelling 10 3 9
As % of all permanent IT jobs located in the North East 1.26% 0.39% 1.12%
As % of the Processes & Methodologies category 1.47% 0.46% 1.49%
Number of salaries quoted 10 3 8
Median salary £38,750 £35,000 £40,000
Median salary % change year-on-year
+10.71% -12.50%
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the North East region.

Processes & Methodologies Category
North East
Permanent IT job ads with a match in the
Processes & Methodologies category
679 658 605
As % of all permanent IT jobs located in the North East 85.52% 84.79% 75.34%
Number of salaries quoted 590 548 443
Median salary £39,000 £40,000 £37,500
Median salary % change year-on-year
-2.50% +6.66%
90% offered a salary of more than £28,500 £30,000 £25,000
10% offered a salary of more than £65,000 £57,500 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in the North East

The demand trend of job ads across the North East region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the North East region.

Data Modelling Salary Trend in the North East

Data Modelling
Salary Histogram in the North East

This chart provides a salary histogram for IT jobs citing Data Modelling across the North East region over the 3 months to 24 July 2016.

Data Modelling Salary Histogram 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 24 July 2016. 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
(Click see detailed
statistics and trends)
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 +2 9 £37,500 +7.14% 5
Durham - 1 £40,000 - 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North East

For the 6 months to 24 July 2016, 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 16 (100.00%) Business Intelligence
2 12 (75.00%) SQL
3 11 (68.75%) Data Warehouse
4 8 (50.00%) Oracle
4 8 (50.00%) Analytics
5 7 (43.75%) ETL
6 5 (31.25%) SQL Server Integration Services
6 5 (31.25%) OLAP
6 5 (31.25%) Analytical Skills
6 5 (31.25%) Big Data
7 4 (25.00%) Data Analytics
7 4 (25.00%) Mathematics
7 4 (25.00%) Computer Science
7 4 (25.00%) Oracle BI EE
7 4 (25.00%) Data Integration
7 4 (25.00%) T-SQL
7 4 (25.00%) ERP
7 4 (25.00%) MS Visio
7 4 (25.00%) Microsoft
7 4 (25.00%) Degree
8 3 (18.75%) Business Analysis
8 3 (18.75%) SQL Server Reporting Services
8 3 (18.75%) Data Analysis
8 3 (18.75%) Informatica
8 3 (18.75%) ISEB
8 3 (18.75%) SQL Server
8 3 (18.75%) QA
8 3 (18.75%) Dimensional Modelling
8 3 (18.75%) Oracle ODI
8 3 (18.75%) Oracle Database

Data Modelling
Top Related 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 (12.50%) WebLogic
Applications
1 4 (25.00%) MS Visio
Business Applications
1 2 (12.50%) Oracle EBS R12
1 2 (12.50%) Oracle ERP
2 1 (6.25%) Oracle 11i
Database & Business Intelligence
1 11 (68.75%) Data Warehouse
2 5 (31.25%) Big Data
2 5 (31.25%) OLAP
2 5 (31.25%) SQL Server Integration Services
3 4 (25.00%) Oracle BI EE
4 3 (18.75%) Oracle Database
4 3 (18.75%) Oracle ODI
4 3 (18.75%) SQL Server
4 3 (18.75%) SQL Server Reporting Services
5 2 (12.50%) BusinessObjects
5 2 (12.50%) OLTP
5 2 (12.50%) Power BI
5 2 (12.50%) SQL Server Analysis Services
5 2 (12.50%) SSDT
5 2 (12.50%) Star Schema
6 1 (6.25%) Data Mart
6 1 (6.25%) Oracle Reports
6 1 (6.25%) SAP BI
6 1 (6.25%) SAP BW
6 1 (6.25%) SAP HANA
General
1 2 (12.50%) Banking
1 2 (12.50%) Finance
1 2 (12.50%) Marketing
1 2 (12.50%) Retail
2 1 (6.25%) Electronics
Job Titles
1 10 (62.50%) Analyst
2 7 (43.75%) Business Intelligence Analyst
3 6 (37.50%) Developer
4 5 (31.25%) Data Analyst
5 4 (25.00%) Business Intelligence Developer
6 3 (18.75%) Oracle Developer
7 2 (12.50%) Data Warehouse Developer
7 2 (12.50%) ETL Analyst
7 2 (12.50%) Microsoft BI Developer
7 2 (12.50%) Oracle Data Warehouse Developer
7 2 (12.50%) Senior Analyst
7 2 (12.50%) Senior Data Analyst
7 2 (12.50%) SQL BI Developer
7 2 (12.50%) SQL Developer
7 2 (12.50%) SQL Server BI Developer
7 2 (12.50%) SQL Server Developer
8 1 (6.25%) Business Intelligence Data Analyst
8 1 (6.25%) Oracle BI Developer
8 1 (6.25%) SAP BI Analyst
8 1 (6.25%) SAP BI Developer
Libraries, Frameworks & Software Standards
1 2 (12.50%) JSON
1 2 (12.50%) ODBC
1 2 (12.50%) REST
1 2 (12.50%) XML
Miscellaneous
1 5 (31.25%) Analytical Skills
2 4 (25.00%) Computer Science
2 4 (25.00%) Data Integration
2 4 (25.00%) Mathematics
3 2 (12.50%) Data Structures
3 2 (12.50%) Social Network
4 1 (6.25%) Data Protection Act
Operating Systems
1 2 (12.50%) Linux
1 2 (12.50%) Unix
1 2 (12.50%) Windows
Processes & Methodologies
1 16 (100.00%) Business Intelligence
2 8 (50.00%) Analytics
3 7 (43.75%) ETL
4 4 (25.00%) Data Analytics
4 4 (25.00%) ERP
5 3 (18.75%) Business Analysis
5 3 (18.75%) Data Analysis
5 3 (18.75%) Dimensional Modelling
6 2 (12.50%) Asset Management
6 2 (12.50%) Data-Driven Marketing
6 2 (12.50%) ITIL
6 2 (12.50%) Network Marketing
6 2 (12.50%) Performance Tuning
6 2 (12.50%) SOA
6 2 (12.50%) TOGAF
7 1 (6.25%) Capacity Planning
7 1 (6.25%) CRM
7 1 (6.25%) Data Protection
7 1 (6.25%) ERD
7 1 (6.25%) Operations Research
Programming Languages
1 12 (75.00%) SQL
2 4 (25.00%) T-SQL
3 2 (12.50%) PL/SQL
3 2 (12.50%) Python
3 2 (12.50%) R
3 2 (12.50%) VB
4 1 (6.25%) ABAP
Qualifications
1 4 (25.00%) Degree
2 3 (18.75%) ISEB
3 1 (6.25%) IBM Certification
3 1 (6.25%) MCSE
3 1 (6.25%) Microsoft Certification
Quality Assurance & Compliance
1 3 (18.75%) QA
2 2 (12.50%) COREP
2 2 (12.50%) FINREP
Vendors
1 8 (50.00%) Oracle
2 4 (25.00%) Microsoft
3 3 (18.75%) Informatica
4 2 (12.50%) Hyperion
5 1 (6.25%) IBM
5 1 (6.25%) SAP
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