Period
to 19 December 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 19 December 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
UK > Northern Ireland
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 56 51 -
Rank change year-on-year -5 - +35
Permanent jobs citing Data Modelling 24 19 0
As % of all permanent IT jobs advertised in Northern Ireland 3.83% 3.97% -
As % of the Processes & Methodologies category 4.25% 4.33% -
Number of salaries quoted 14 7 0
Northern Ireland median annual salary £50,750 £30,000 -
Median salary % change year-on-year +69.17% - -
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -

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 565 439 313
As % of all permanent IT jobs advertised in Northern Ireland 90.11% 91.65% 91.79%
Number of salaries quoted 325 284 242
Northern Ireland median annual salary £42,500 £37,500 £37,500
Median salary % change year-on-year +13.33% - -6.25%
10th Percentile £26,250 £21,750 £26,250
90th Percentile £65,000 £55,000 £61,125
UK median annual salary £52,500 £50,000 £48,500
% change year-on-year +5.00% +3.09% +2.11%

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 December 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 19 December 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 -9 24 £50,750 +69.17% 3
Data Modelling
UK

For the 6 months to 19 December 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 18 (75.00%) SQL
2 9 (37.50%) SQL Server
2 9 (37.50%) Computer Science
3 7 (29.17%) Replication
3 7 (29.17%) Performance Tuning
3 7 (29.17%) Python
4 6 (25.00%) Data Mining
4 6 (25.00%) R
4 6 (25.00%) Artificial Intelligence
4 6 (25.00%) Data Science
5 5 (20.83%) Computer Science Degree
5 5 (20.83%) Degree
5 5 (20.83%) jQuery
5 5 (20.83%) ASP.NET
5 5 (20.83%) CSS
5 5 (20.83%) .NET
5 5 (20.83%) C#
5 5 (20.83%) JavaScript
5 5 (20.83%) Telecoms
6 4 (16.67%) Migration
6 4 (16.67%) Disaster Recovery
6 4 (16.67%) T-SQL
6 4 (16.67%) Microsoft
6 4 (16.67%) Capacity Planning
6 4 (16.67%) SQL Server Integration Services
6 4 (16.67%) Enterprise Architecture
6 4 (16.67%) Statistics
6 4 (16.67%) Storage Management
7 3 (12.50%) Oracle GoldenGate
7 3 (12.50%) Banking

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:

Database & Business Intelligence
1 9 (37.50%) SQL Server
2 6 (25.00%) Data Mining
3 4 (16.67%) SQL Server Integration Services
4 3 (12.50%) Oracle Database
4 3 (12.50%) Oracle Database 10g
4 3 (12.50%) Oracle Database 11g
5 1 (4.17%) TKPROF
General
1 5 (20.83%) Telecoms
2 3 (12.50%) Banking
2 3 (12.50%) Finance
Job Titles
1 6 (25.00%) Data Scientist
1 6 (25.00%) Developer
1 6 (25.00%) Junior
1 6 (25.00%) Junior Data Scientist
1 6 (25.00%) Senior Data Scientist
2 5 (20.83%) DBA
2 5 (20.83%) Software Developer
3 4 (16.67%) Architect
3 4 (16.67%) Data Architect
3 4 (16.67%) SQL DBA
4 3 (12.50%) C# Developer
4 3 (12.50%) C# Software Developer
5 2 (8.33%) Oracle Specialist
5 2 (8.33%) Performance Specialist
5 2 (8.33%) Performance Tuning Specialist
5 2 (8.33%) Telecoms Developer
5 2 (8.33%) Telecoms Software Developer
6 1 (4.17%) Configuration Management Consultant
6 1 (4.17%) Oracle DBA
6 1 (4.17%) Performance Tuning DBA
Libraries, Frameworks & Software Standards
1 5 (20.83%) .NET
1 5 (20.83%) ASP.NET
1 5 (20.83%) CSS
1 5 (20.83%) jQuery
2 3 (12.50%) J2EE
2 3 (12.50%) Oracle GoldenGate
3 1 (4.17%) Angular 2
3 1 (4.17%) AngularJS
Miscellaneous
1 7 (29.17%) Replication
2 3 (12.50%) N-Tier
3 1 (4.17%) Algorithms
3 1 (4.17%) Analytical Skills
Operating Systems
1 3 (12.50%) Linux
1 3 (12.50%) Unix
Processes & Methodologies
1 9 (37.50%) Computer Science
2 7 (29.17%) Performance Tuning
3 6 (25.00%) Artificial Intelligence
3 6 (25.00%) Data Science
4 4 (16.67%) Capacity Planning
4 4 (16.67%) Disaster Recovery
4 4 (16.67%) Enterprise Architecture
4 4 (16.67%) Migration
4 4 (16.67%) Statistics
4 4 (16.67%) Storage Management
5 1 (4.17%) Analytics
5 1 (4.17%) Decision-Making
5 1 (4.17%) Low Latency
5 1 (4.17%) Mentoring
5 1 (4.17%) Open Source
5 1 (4.17%) Problem Management
5 1 (4.17%) Release Management
5 1 (4.17%) Technical Leadership
5 1 (4.17%) Test Automation
5 1 (4.17%) Thought Leadership
Programming Languages
1 18 (75.00%) SQL
2 7 (29.17%) Python
3 6 (25.00%) R
4 5 (20.83%) C#
4 5 (20.83%) JavaScript
5 4 (16.67%) T-SQL
6 3 (12.50%) Java
6 3 (12.50%) PL/SQL
6 3 (12.50%) Shell Script
Qualifications
1 5 (20.83%) Computer Science Degree
1 5 (20.83%) Degree
System Software
1 1 (4.17%) Oracle RAC
Systems Management
1 3 (12.50%) Data Guard
Vendors
1 4 (16.67%) Microsoft
2 3 (12.50%) Oracle
3 1 (4.17%) Lagan