Period
to 16 August 2018

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 16 August 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
UK > Northern Ireland
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 41 56 -
Rank change year-on-year +15 - -
Permanent jobs citing Data Modelling 16 5 0
As % of all permanent IT jobs advertised in Northern Ireland 4.04% 1.20% -
As % of the Processes & Methodologies category 4.43% 1.30% -
Number of salaries quoted 7 5 0
Northern Ireland median annual salary £32,500 £22,500 -
Median salary % change year-on-year +44.44% - -
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - -

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 361 385 267
As % of all permanent IT jobs advertised in Northern Ireland 91.16% 92.77% 91.75%
Number of salaries quoted 245 299 212
Northern Ireland median annual salary £37,500 £37,500 £40,000
Median salary % change year-on-year - -6.25% +6.67%
10th Percentile £22,500 £21,750 £25,000
90th Percentile £65,750 £60,000 £57,500
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +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 16 August 2018.

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 16 August 2018. 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 +3 12 £32,500 +44.44% 2
County Londonderry - 3 - -
Data Modelling
UK

For the 6 months to 16 August 2018, 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 7 (43.75%) Agile Software Development
2 6 (37.50%) Degree
2 6 (37.50%) Analytics
3 5 (31.25%) Algorithms
3 5 (31.25%) Mentoring
3 5 (31.25%) Coaching
3 5 (31.25%) Python
4 4 (25.00%) C#
4 4 (25.00%) JavaScript
4 4 (25.00%) .NET
4 4 (25.00%) TDD
4 4 (25.00%) RDBMS
4 4 (25.00%) Telecoms
4 4 (25.00%) Continuous Delivery
4 4 (25.00%) Software Delivery
4 4 (25.00%) Computer Science
4 4 (25.00%) Continuous Integration
4 4 (25.00%) Time Management
4 4 (25.00%) NoSQL
4 4 (25.00%) Blockchain
4 4 (25.00%) Computer Science Degree
4 4 (25.00%) Decision-Making
4 4 (25.00%) Relational Database
5 3 (18.75%) Problem-Solving
5 3 (18.75%) Data Science
5 3 (18.75%) Mathematical Modelling
5 3 (18.75%) Dynamics 365
5 3 (18.75%) Microsoft Azure
5 3 (18.75%) Mathematics
5 3 (18.75%) Dynamics CRM

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 1 (6.25%) IIS
Business Applications
1 3 (18.75%) Dynamics CRM
Cloud Services
1 3 (18.75%) Dynamics 365
1 3 (18.75%) Microsoft Azure
Database & Business Intelligence
1 4 (25.00%) Blockchain
1 4 (25.00%) NoSQL
1 4 (25.00%) RDBMS
1 4 (25.00%) Relational Database
2 1 (6.25%) Data Warehouse
2 1 (6.25%) Power BI
2 1 (6.25%) SQL Server
2 1 (6.25%) SQL Server 2014
Development Applications
1 1 (6.25%) RStudio
1 1 (6.25%) Visual Studio
General
1 4 (25.00%) Telecoms
2 3 (18.75%) Pharmaceutical
Job Titles
1 4 (25.00%) Blockchain Engineer
1 4 (25.00%) Data Engineer
1 4 (25.00%) Senior Data Engineer
2 3 (18.75%) Architect
2 3 (18.75%) CRM Architect
3 2 (12.50%) Dynamics CRM Architect
3 2 (12.50%) Machine Learning Engineer
3 2 (12.50%) Software Engineer
4 1 (6.25%) .NET Developer
4 1 (6.25%) Analyst
4 1 (6.25%) Business Analyst
4 1 (6.25%) C# .NET Developer
4 1 (6.25%) C# Developer
4 1 (6.25%) Consultant
4 1 (6.25%) Data Analytics Specialist
4 1 (6.25%) Data Scientist
4 1 (6.25%) Developer
4 1 (6.25%) Management Consultant
4 1 (6.25%) Report Specialist
4 1 (6.25%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (25.00%) .NET
2 2 (12.50%) Angular 2
2 2 (12.50%) AngularJS
3 1 (6.25%) .NET Framework
3 1 (6.25%) ADO.NET
3 1 (6.25%) ASP.NET
3 1 (6.25%) Entity Framework
3 1 (6.25%) WCF
Miscellaneous
1 5 (31.25%) Algorithms
2 4 (25.00%) Computer Science
3 3 (18.75%) Analytical Skills
Operating Systems
1 1 (6.25%) Windows
1 1 (6.25%) Windows Server
1 1 (6.25%) Windows Server 2012
Processes & Methodologies
1 7 (43.75%) Agile Software Development
2 6 (37.50%) Analytics
3 5 (31.25%) Coaching
3 5 (31.25%) Mentoring
4 4 (25.00%) Continuous Delivery
4 4 (25.00%) Continuous Integration
4 4 (25.00%) Decision-Making
4 4 (25.00%) Software Delivery
4 4 (25.00%) TDD
4 4 (25.00%) Time Management
5 3 (18.75%) CRM
5 3 (18.75%) Data Science
5 3 (18.75%) Deep Learning
5 3 (18.75%) Machine Learning
5 3 (18.75%) Mathematical Modelling
5 3 (18.75%) Mathematics
5 3 (18.75%) Migration
5 3 (18.75%) Problem-Solving
5 3 (18.75%) Process Improvement
5 3 (18.75%) Project Management
Programming Languages
1 5 (31.25%) Python
2 4 (25.00%) C#
2 4 (25.00%) JavaScript
3 3 (18.75%) C++
3 3 (18.75%) Java
4 2 (12.50%) SQL
Qualifications
1 6 (37.50%) Degree
2 4 (25.00%) Computer Science Degree
3 3 (18.75%) PhD
Vendors
1 3 (18.75%) Microsoft
2 1 (6.25%) Lagan
2 1 (6.25%) Tableau