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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 74 79 67
Rank change year-on-year
+5 -12
Permanent jobs citing Data Modelling 11 4 13
As % of all permanent IT jobs located in the North East 1.36% 0.52% 1.53%
As % of the Processes & Methodologies category 1.60% 0.60% 1.92%
Number of salaries quoted 11 3 8
Median salary £37,000 £43,500 £40,000
Median salary % change year-on-year
-14.94% +8.75%
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
687 663 677
As % of all permanent IT jobs located in the North East 85.13% 86.22% 79.55%
Number of salaries quoted 607 551 480
Median salary £40,000 £40,000 £37,050
Median salary % change year-on-year
- +7.96%
90% offered a salary of more than £30,000 £30,000 £25,000
10% offered a salary of more than £60,000 £62,500 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 25 August 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 25 August 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 -1 11 £37,000 -22.10% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North East

For the 6 months to 25 August 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 (94.12%) Business Intelligence
2 14 (82.35%) SQL
3 13 (76.47%) Data Warehouse
4 11 (64.71%) Analytics
5 9 (52.94%) Oracle
6 6 (35.29%) Oracle Database
6 6 (35.29%) Oracle BI EE
6 6 (35.29%) Data Integration
7 5 (29.41%) Big Data
7 5 (29.41%) Performance Tuning
7 5 (29.41%) Analytical Skills
7 5 (29.41%) ETL
7 5 (29.41%) Star Schema
7 5 (29.41%) PL/SQL
7 5 (29.41%) OLAP
7 5 (29.41%) WebLogic
8 4 (23.53%) Data Analytics
8 4 (23.53%) SQL Server Integration Services
8 4 (23.53%) Degree
8 4 (23.53%) Mathematics
8 4 (23.53%) Computer Science
9 3 (17.65%) QA
9 3 (17.65%) Dimensional Modelling
9 3 (17.65%) T-SQL
9 3 (17.65%) ERP
9 3 (17.65%) MS Visio
9 3 (17.65%) Python
9 3 (17.65%) ISEB
9 3 (17.65%) Microsoft
9 3 (17.65%) Finance

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 5 (29.41%) WebLogic
2 1 (5.88%) Apache Spark
Applications
1 3 (17.65%) MS Visio
Business Applications
1 1 (5.88%) Oracle 11i
1 1 (5.88%) Oracle EBS R12
1 1 (5.88%) Oracle ERP
Database & Business Intelligence
1 13 (76.47%) Data Warehouse
2 6 (35.29%) Oracle BI EE
2 6 (35.29%) Oracle Database
3 5 (29.41%) Big Data
3 5 (29.41%) OLAP
3 5 (29.41%) Star Schema
4 4 (23.53%) SQL Server Integration Services
5 2 (11.76%) OLTP
5 2 (11.76%) Power BI
5 2 (11.76%) SQL Server
5 2 (11.76%) SQL Server Reporting Services
6 1 (5.88%) Apache Cassandra
6 1 (5.88%) BusinessObjects
6 1 (5.88%) Data Mart
6 1 (5.88%) Oracle ODI
6 1 (5.88%) SAP BI
6 1 (5.88%) SAP BW
6 1 (5.88%) SAP HANA
6 1 (5.88%) SQL Server Analysis Services
6 1 (5.88%) SSDT
Development Applications
1 1 (5.88%) Vagrant
General
1 3 (17.65%) Finance
2 2 (11.76%) Banking
2 2 (11.76%) Retail
3 1 (5.88%) Electronics
3 1 (5.88%) Marketing
Job Titles
1 9 (52.94%) Analyst
2 8 (47.06%) Developer
3 6 (35.29%) Business Intelligence Analyst
4 5 (29.41%) Data Analyst
4 5 (29.41%) Data Warehouse Developer
4 5 (29.41%) Oracle Data Warehouse Developer
4 5 (29.41%) Oracle Developer
5 2 (11.76%) Business Intelligence Developer
5 2 (11.76%) ETL Analyst
5 2 (11.76%) Senior Analyst
5 2 (11.76%) Senior Data Analyst
6 1 (5.88%) Business Intelligence Data Analyst
6 1 (5.88%) Microsoft BI Developer
6 1 (5.88%) SAP Analyst
6 1 (5.88%) SAP BI Analyst
6 1 (5.88%) SAP BI Developer
6 1 (5.88%) SAP Developer
6 1 (5.88%) Senior DBA
6 1 (5.88%) SQL BI Developer
6 1 (5.88%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 2 (11.76%) JSON
1 2 (11.76%) REST
1 2 (11.76%) XML
2 1 (5.88%) Kafka
2 1 (5.88%) Node.js
2 1 (5.88%) ODBC
2 1 (5.88%) Samza
2 1 (5.88%) Spring
Miscellaneous
1 6 (35.29%) Data Integration
2 5 (29.41%) Analytical Skills
3 4 (23.53%) Computer Science
3 4 (23.53%) Mathematics
4 2 (11.76%) Data Structures
5 1 (5.88%) Data Protection Act
5 1 (5.88%) Social Network
5 1 (5.88%) Telematics
Operating Systems
1 2 (11.76%) Linux
2 1 (5.88%) Unix
2 1 (5.88%) Windows
Processes & Methodologies
1 16 (94.12%) Business Intelligence
2 11 (64.71%) Analytics
3 5 (29.41%) ETL
3 5 (29.41%) Performance Tuning
4 4 (23.53%) Data Analytics
5 3 (17.65%) Business Analysis
5 3 (17.65%) Data Analysis
5 3 (17.65%) Dimensional Modelling
5 3 (17.65%) ERP
6 2 (11.76%) Data Protection
6 2 (11.76%) SOA
6 2 (11.76%) TOGAF
7 1 (5.88%) Capacity Planning
7 1 (5.88%) Continuous Integration
7 1 (5.88%) Data-Driven Marketing
7 1 (5.88%) DevOps
7 1 (5.88%) ERD
7 1 (5.88%) Multithreading
7 1 (5.88%) Operations Research
7 1 (5.88%) Performance Monitoring
Programming Languages
1 14 (82.35%) SQL
2 5 (29.41%) PL/SQL
3 3 (17.65%) Python
3 3 (17.65%) T-SQL
4 2 (11.76%) R
4 2 (11.76%) VB
5 1 (5.88%) ABAP
5 1 (5.88%) Groovy
5 1 (5.88%) Java
5 1 (5.88%) Scala
Qualifications
1 4 (23.53%) Degree
2 3 (17.65%) ISEB
3 1 (5.88%) IBM Certification
3 1 (5.88%) MCSE
3 1 (5.88%) Microsoft Certification
Quality Assurance & Compliance
1 3 (17.65%) QA
2 2 (11.76%) COREP
2 2 (11.76%) FINREP
System Software
1 1 (5.88%) Docker
Systems Management
1 1 (5.88%) Opscode Chef
1 1 (5.88%) Puppet
1 1 (5.88%) Salt
Vendors
1 9 (52.94%) Oracle
2 3 (17.65%) Microsoft
3 1 (5.88%) Hyperion
3 1 (5.88%) IBM
3 1 (5.88%) Informatica
3 1 (5.88%) SAP
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Ideal Training
Salary: £31000 - £41000 per annum + Base + Package
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Salary: £28000 per annum
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