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

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 66 78 80
Rank change year-on-year
+12 +2
Permanent jobs citing Data Modelling 3 6 3
As % of all permanent IT jobs located in the North East 0.42% 0.79% 0.38%
As % of the Processes & Methodologies category 0.52% 0.88% 0.44%
Number of salaries quoted 3 5 1
Median salary £38,380 £52,500 £62,500
Median salary % change year-on-year
-26.89% -16.00%
UK excluding London median salary £47,500 £49,411 £45,000
% change year-on-year
-3.86% +9.80%
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
582 679 677
As % of all permanent IT jobs located in the North East 82.32% 89.58% 86.35%
Number of salaries quoted 464 601 574
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £29,100 £27,500 £28,000
10% offered a salary of more than £60,000 £55,000 £57,500
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 2 December 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 2 December 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 3 £38,380 -2.41%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North East

For the 6 months to 2 December 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 11 (78.57%) Business Intelligence
2 10 (71.43%) Analytics
3 9 (64.29%) SQL
4 8 (57.14%) Data Warehouse
5 6 (42.86%) Oracle
5 6 (42.86%) Data Integration
5 6 (42.86%) Oracle BI EE
6 5 (35.71%) Oracle Database
6 5 (35.71%) Performance Tuning
6 5 (35.71%) PL/SQL
6 5 (35.71%) WebLogic
6 5 (35.71%) Star Schema
7 4 (28.57%) Data Analysis
7 4 (28.57%) Big Data
8 3 (21.43%) Agile Software Development
8 3 (21.43%) Business Analysis
8 3 (21.43%) Degree
8 3 (21.43%) Mathematics
8 3 (21.43%) Computer Science
8 3 (21.43%) QA
8 3 (21.43%) Dimensional Modelling
8 3 (21.43%) ISEB
8 3 (21.43%) OLAP
9 2 (14.29%) SQL Server
9 2 (14.29%) Java
9 2 (14.29%) Linux
9 2 (14.29%) Python
9 2 (14.29%) Microsoft
9 2 (14.29%) BusinessObjects
9 2 (14.29%) Continuous Integration

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 (35.71%) WebLogic
2 2 (14.29%) Apache Spark
3 1 (7.14%) SAS
Applications
1 1 (7.14%) MS Excel
1 1 (7.14%) MS Office
1 1 (7.14%) Spreadsheet
1 1 (7.14%) SPSS
Business Applications
1 1 (7.14%) Oracle 11i
1 1 (7.14%) Oracle EBS R12
1 1 (7.14%) Oracle ERP
Database & Business Intelligence
1 8 (57.14%) Data Warehouse
2 6 (42.86%) Oracle BI EE
3 5 (35.71%) Oracle Database
3 5 (35.71%) Star Schema
4 4 (28.57%) Big Data
5 3 (21.43%) OLAP
6 2 (14.29%) Apache Cassandra
6 2 (14.29%) BusinessObjects
6 2 (14.29%) NoSQL
6 2 (14.29%) SQL Server
7 1 (7.14%) BusinessObjects Business Intelligence
7 1 (7.14%) Crystal Reports
7 1 (7.14%) Data Mart
7 1 (7.14%) Data Mining
7 1 (7.14%) Oracle ODI
7 1 (7.14%) SAP BW
7 1 (7.14%) SAP HANA
7 1 (7.14%) SQL Server Integration Services
7 1 (7.14%) SQL Server Reporting Services
Development Applications
1 2 (14.29%) Vagrant
General
1 2 (14.29%) Finance
1 2 (14.29%) Retail
Job Titles
1 9 (64.29%) Developer
2 6 (42.86%) Analyst
3 5 (35.71%) Data Warehouse Developer
3 5 (35.71%) Oracle Data Warehouse Developer
3 5 (35.71%) Oracle Developer
4 4 (28.57%) Business Intelligence Analyst
5 2 (14.29%) Software Developer
6 1 (7.14%) Analyst Developer
6 1 (7.14%) Business Intelligence Data Analyst
6 1 (7.14%) Business Intelligence Developer
6 1 (7.14%) Commercial Analyst
6 1 (7.14%) Data Analyst
6 1 (7.14%) SAP Analyst
6 1 (7.14%) SAP BI Analyst
6 1 (7.14%) SAP BI Developer
6 1 (7.14%) SAP Developer
6 1 (7.14%) SAS Developer
Libraries, Frameworks & Software Standards
1 2 (14.29%) Kafka
1 2 (14.29%) Node.js
1 2 (14.29%) Samza
1 2 (14.29%) Spring
Miscellaneous
1 6 (42.86%) Data Integration
2 3 (21.43%) Computer Science
2 3 (21.43%) Mathematics
3 2 (14.29%) Telematics
4 1 (7.14%) Analytical Skills
Operating Systems
1 2 (14.29%) Linux
Processes & Methodologies
1 11 (78.57%) Business Intelligence
2 10 (71.43%) Analytics
3 5 (35.71%) Performance Tuning
4 4 (28.57%) Data Analysis
5 3 (21.43%) Agile Software Development
5 3 (21.43%) Business Analysis
5 3 (21.43%) Dimensional Modelling
6 2 (14.29%) Continuous Integration
6 2 (14.29%) Data Protection
6 2 (14.29%) DevOps
6 2 (14.29%) Mobile Development
6 2 (14.29%) Multithreading
6 2 (14.29%) Performance Monitoring
6 2 (14.29%) Scrum
7 1 (7.14%) ETL
7 1 (7.14%) GAP Analysis
7 1 (7.14%) ITSM
7 1 (7.14%) Logistics
7 1 (7.14%) Service Management
7 1 (7.14%) Software Engineering
Programming Languages
1 9 (64.29%) SQL
2 5 (35.71%) PL/SQL
3 2 (14.29%) Groovy
3 2 (14.29%) Java
3 2 (14.29%) Python
3 2 (14.29%) Scala
4 1 (7.14%) ABAP
Qualifications
1 3 (21.43%) Degree
1 3 (21.43%) ISEB
2 1 (7.14%) SAS Certification
Quality Assurance & Compliance
1 3 (21.43%) QA
System Software
1 2 (14.29%) Docker
Systems Management
1 2 (14.29%) Opscode Chef
1 2 (14.29%) Puppet
1 2 (14.29%) Salt
Vendors
1 6 (42.86%) Oracle
2 2 (14.29%) Microsoft
3 1 (7.14%) Hyperion
3 1 (7.14%) Informatica
3 1 (7.14%) SAP
3 1 (7.14%) Tableau