Period
to 19 June 2019

The following table provides summary statistics for permanent job vacancies advertised in Northern Ireland 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 June 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
UK > Northern Ireland
6 months to
19 Jun 2019
Same period 2018 Same period 2017
Rank 62 35 55
Rank change year-on-year -27 +20 -
Permanent jobs citing Data Modelling 14 17 5
As % of all permanent IT jobs advertised in Northern Ireland 2.22% 4.49% 1.02%
As % of the Processes & Methodologies category 2.46% 4.83% 1.09%
Number of salaries quoted 6 7 5
Northern Ireland median annual salary £44,500 £32,500 £22,500
Median salary % change year-on-year +36.92% +44.44% -
10th Percentile £34,250 £28,250 £21,250
90th Percentile £60,000 £66,000 £57,250
UK median annual salary £62,500 £55,000 £55,000
% change year-on-year +13.64% - -

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 Northern Ireland with a requirement for process or methodology skills.

All Process and Methodology Skills
Northern Ireland
Permanent vacancies with a requirement for process or methodology skills 568 352 458
As % of all permanent IT jobs advertised in Northern Ireland 90.02% 92.88% 93.47%
Number of salaries quoted 410 256 381
Northern Ireland median annual salary £41,500 £40,000 £37,500
Median salary % change year-on-year +3.75% +6.67% -
10th Percentile £24,000 £22,625 £21,250
90th Percentile £68,127 £62,500 £61,250
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Data Modelling
Job Vacancy Trend in Northern Ireland

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Northern Ireland.

Job vacancy trend for Data Modelling in Northern Ireland

Data Modelling
Salary Trend in Northern Ireland

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

Salary trend for Data Modelling in Northern Ireland

Data Modelling
Salary Histogram in Northern Ireland

The salary distribution of IT jobs citing Data Modelling in Northern Ireland over the 6 months to 19 June 2019.

Salary histogram for Data Modelling in Northern Ireland

Data Modelling
Job Locations in Northern Ireland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Northern Ireland region over the 6 months to 19 June 2019. 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
County Antrim -19 14 £44,500 +36.92%
Data Modelling
UK

For the 6 months to 19 June 2019, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Northern Ireland region with a requirement for Data Modelling.

1 10 (71.43%) SQL
2 8 (57.14%) Enterprise Software
3 7 (50.00%) SQL Server
4 5 (35.71%) Oracle
5 4 (28.57%) Finance
5 4 (28.57%) JTA
5 4 (28.57%) Business Analysis
5 4 (28.57%) JPA
5 4 (28.57%) EJB 3.0
5 4 (28.57%) Java
5 4 (28.57%) EJB
5 4 (28.57%) JDBC
5 4 (28.57%) Stakeholder Management
5 4 (28.57%) Oracle Database
5 4 (28.57%) Logical Data Model
5 4 (28.57%) SDLC
5 4 (28.57%) JAX-RS
5 4 (28.57%) Fintech
5 4 (28.57%) Java 8
5 4 (28.57%) Insurtech
6 3 (21.43%) Product Roadmap
6 3 (21.43%) Project Roadmap
6 3 (21.43%) Data Mining
6 3 (21.43%) Agile Software Development
7 2 (14.29%) Data Management
7 2 (14.29%) Migration
7 2 (14.29%) SQL Server Integration Services
7 2 (14.29%) jBPM
7 2 (14.29%) Artificial Intelligence
7 2 (14.29%) Scala

Data Modelling
Co-occurring IT Skills in Northern Ireland 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 (14.29%) JBoss
1 2 (14.29%) Oracle Workflow
2 1 (7.14%) SAS
Applications
1 1 (7.14%) SPSS
Business Applications
1 2 (14.29%) Oracle BPM
Cloud Services
1 1 (7.14%) Amazon AWS
1 1 (7.14%) Microsoft Azure
Database & Business Intelligence
1 7 (50.00%) SQL Server
2 4 (28.57%) Oracle Database
3 3 (21.43%) Data Mining
4 2 (14.29%) SQL Server Integration Services
5 1 (7.14%) MySQL
5 1 (7.14%) SQL Server 2014
5 1 (7.14%) SQL Server Reporting Services
5 1 (7.14%) SSDT
Development Applications
1 1 (7.14%) Visual Studio
General
1 4 (28.57%) Finance
2 2 (14.29%) Games
3 1 (7.14%) Telecoms
Job Titles
1 5 (35.71%) Analyst
2 4 (28.57%) Business Analyst
3 2 (14.29%) Data Scientist
3 2 (14.29%) Developer
3 2 (14.29%) Senior Data Scientist
3 2 (14.29%) Technical Leader
4 1 (7.14%) Agile Java Developer
4 1 (7.14%) Agile Project Manager
4 1 (7.14%) C# Developer
4 1 (7.14%) C# Software Developer
4 1 (7.14%) Data Analyst
4 1 (7.14%) DBA
4 1 (7.14%) J2EE Developer
4 1 (7.14%) Java Developer
4 1 (7.14%) Java/J2EE Developer
4 1 (7.14%) Lead Developer
4 1 (7.14%) Lead Java Developer
4 1 (7.14%) Project Manager
4 1 (7.14%) Software Developer
4 1 (7.14%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 4 (28.57%) EJB
1 4 (28.57%) EJB 3.0
1 4 (28.57%) JAX-RS
1 4 (28.57%) JDBC
1 4 (28.57%) JPA
1 4 (28.57%) JTA
2 2 (14.29%) J2EE
2 2 (14.29%) JAX-WS
2 2 (14.29%) jBPM
2 2 (14.29%) JMS
2 2 (14.29%) Web Services
3 1 (7.14%) .NET
3 1 (7.14%) ASP.NET
3 1 (7.14%) CSS
3 1 (7.14%) jQuery
3 1 (7.14%) REST
Miscellaneous
1 8 (57.14%) Enterprise Software
2 2 (14.29%) Analytical Skills
2 2 (14.29%) Greenfield Project
2 2 (14.29%) Self-Motivation
3 1 (7.14%) Replication
Processes & Methodologies
1 4 (28.57%) Business Analysis
1 4 (28.57%) Fintech
1 4 (28.57%) Insurtech
1 4 (28.57%) Logical Data Model
1 4 (28.57%) SDLC
1 4 (28.57%) Stakeholder Management
2 3 (21.43%) Agile Software Development
2 3 (21.43%) Product Roadmap
2 3 (21.43%) Project Roadmap
3 2 (14.29%) Artificial Intelligence
3 2 (14.29%) Data Management
3 2 (14.29%) Data Science
3 2 (14.29%) ETL
3 2 (14.29%) Migration
3 2 (14.29%) Performance Tuning
3 2 (14.29%) Problem-Solving
3 2 (14.29%) Unit Testing
3 2 (14.29%) Waterfall
3 2 (14.29%) Workflow
4 1 (7.14%) Mentoring
Programming Languages
1 10 (71.43%) SQL
2 4 (28.57%) Java
2 4 (28.57%) Java 8
3 2 (14.29%) Python
3 2 (14.29%) R
3 2 (14.29%) Scala
3 2 (14.29%) T-SQL
4 1 (7.14%) C#
4 1 (7.14%) JavaScript
4 1 (7.14%) XPath
4 1 (7.14%) XQuery
Qualifications
1 2 (14.29%) Degree
2 1 (7.14%) Computer Science Degree
Vendors
1 5 (35.71%) Oracle
2 2 (14.29%) Microsoft