Period
to 18 December 2017

The following table provides summary statistics for contract job vacancies advertised in Northern Ireland with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 18 December 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
UK > Northern Ireland
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 61 - 16
Rank change year-on-year - +16 +17
Contract jobs citing Data Modelling 18 0 8
As % of all contract IT jobs advertised in Northern Ireland 3.19% - 5.93%
As % of the Processes & Methodologies category 3.56% - 8.08%
Number of daily rates quoted 16 0 7
Northern Ireland median daily rate £413 - £285
10th Percentile £250 - £244
90th Percentile £419 - £325
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% -
Number of hourly rates quoted 1 0 0
Northern Ireland median hourly rate £30.00 - -
UK median hourly rate £30.00 £40.00 £45.00
% change year-on-year -25.00% -11.11% +74.35%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Northern Ireland with a requirement for process or methodology skills.

All Process and Methodology Skills
Northern Ireland
Contract vacancies with a requirement for process or methodology skills 506 253 99
As % of all contract IT jobs advertised in Northern Ireland 89.72% 78.33% 73.33%
Number of daily rates quoted 388 157 53
Northern Ireland median daily rate £413 £350 £325
Median daily rate % change year-on-year +17.86% +7.69% +8.33%
10th Percentile £302 £163 £101
90th Percentile £521 £430 £495
UK median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 10 22 2
Northern Ireland median hourly rate £15.00 £13.00 £15.25
Median hourly rate % change year-on-year +15.38% -14.75% +17.31%
10th Percentile £10.85 £10.00 £14.13
90th Percentile £35.88 £40.05 £16.38
UK median hourly rate £25.00 £24.00 £22.50
% change year-on-year +4.17% +6.67% +15.38%

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
Contractor Daily Rate Trend in Northern Ireland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in Northern Ireland.

Contractor daily rate trend for Data Modelling in Northern Ireland

Data Modelling
Contractor Daily Rate Histogram in Northern Ireland

The daily rate distribution of IT jobs citing Data Modelling in Northern Ireland over the 6 months to 18 December 2017.

Contractor daily rate histogram for Data Modelling in Northern Ireland

Data Modelling
Contract Job Locations in Northern Ireland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Northern Ireland region over the 6 months to 18 December 2017. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
County Antrim - 18 £413 -
Data Modelling
UK

For the 6 months to 18 December 2017, IT contractor 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 contract ads across the Northern Ireland region with a requirement for Data Modelling.

1 13 (72.22%) Finance
2 11 (61.11%) JavaScript
2 11 (61.11%) XML
3 10 (55.56%) MVC
4 9 (50.00%) Hibernate
4 9 (50.00%) HTML
4 9 (50.00%) Java
4 9 (50.00%) CSS
4 9 (50.00%) JSP
4 9 (50.00%) Servlets
4 9 (50.00%) Web Services
4 9 (50.00%) Banking
4 9 (50.00%) Spring
4 9 (50.00%) WebSphere
4 9 (50.00%) Java EE
4 9 (50.00%) JSON
4 9 (50.00%) Multithreading
4 9 (50.00%) JPA
4 9 (50.00%) RESTful
4 9 (50.00%) Node.js
4 9 (50.00%) Spring Integration
4 9 (50.00%) TypeScript
4 9 (50.00%) Spring Boot
4 9 (50.00%) Concurrent Programming
4 9 (50.00%) Virtual Team
5 6 (33.33%) SQL
6 5 (27.78%) Data Mining
7 4 (22.22%) Kalman Filter
8 3 (16.67%) Analytics
8 3 (16.67%) QlikView

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 9 (50.00%) WebSphere
2 2 (11.11%) SAS
Applications
1 2 (11.11%) Microsoft Excel
1 2 (11.11%) SPSS
Database & Business Intelligence
1 5 (27.78%) Data Mining
2 3 (16.67%) QlikView
3 2 (11.11%) BusinessObjects
4 1 (5.56%) Data Warehouse
4 1 (5.56%) DB2
4 1 (5.56%) Power BI
4 1 (5.56%) Qlik Sense
4 1 (5.56%) SQL Server
4 1 (5.56%) SQL Server Integration Services
4 1 (5.56%) SQL Server Reporting Services
General
1 13 (72.22%) Finance
2 9 (50.00%) Banking
3 1 (5.56%) Front Office
3 1 (5.56%) Manufacturing
Job Titles
1 11 (61.11%) Developer
2 9 (50.00%) Full Stack Developer
2 9 (50.00%) HTML CSS Developer
2 9 (50.00%) HTML Developer
2 9 (50.00%) Java Developer
2 9 (50.00%) JavaScript Developer
2 9 (50.00%) Senior Developer
2 9 (50.00%) Senior Full Stack Developer
2 9 (50.00%) Senior Java Developer
2 9 (50.00%) Senior JavaScript Developer
3 6 (33.33%) Analyst
4 5 (27.78%) Data Analyst
5 1 (5.56%) .NET Developer
5 1 (5.56%) .NET Web Developer
5 1 (5.56%) ASP.NET Developer
5 1 (5.56%) Business Analyst
5 1 (5.56%) Business Intelligence Developer
5 1 (5.56%) MiFID Business Analyst
5 1 (5.56%) Web Developer
Libraries, Frameworks & Software Standards
1 11 (61.11%) XML
2 9 (50.00%) CSS
2 9 (50.00%) Hibernate
2 9 (50.00%) HTML
2 9 (50.00%) Java EE
2 9 (50.00%) JPA
2 9 (50.00%) JSON
2 9 (50.00%) JSP
2 9 (50.00%) Node.js
2 9 (50.00%) RESTful
2 9 (50.00%) Servlets
2 9 (50.00%) Spring
2 9 (50.00%) Spring Boot
2 9 (50.00%) Spring Integration
2 9 (50.00%) Web Services
3 1 (5.56%) .NET
3 1 (5.56%) ASP.NET
3 1 (5.56%) ASP.NET Web Forms
Miscellaneous
1 9 (50.00%) Virtual Team
2 2 (11.11%) Analytical Skills
2 2 (11.11%) Data Structures
3 1 (5.56%) Fixed Income
3 1 (5.56%) iSeries
Processes & Methodologies
1 10 (55.56%) MVC
2 9 (50.00%) Concurrent Programming
2 9 (50.00%) Multithreading
3 4 (22.22%) Kalman Filter
4 3 (16.67%) Analytics
5 2 (11.11%) Agile Software Development
5 2 (11.11%) Business Intelligence
5 2 (11.11%) Data Analytics
5 2 (11.11%) ETL
5 2 (11.11%) Statistics
6 1 (5.56%) Data Cleansing
6 1 (5.56%) Line Management
6 1 (5.56%) Process Improvement
6 1 (5.56%) SDLC
6 1 (5.56%) Strategic Planning
6 1 (5.56%) Visualisation
6 1 (5.56%) Web Application Development
6 1 (5.56%) Web Development
Programming Languages
1 11 (61.11%) JavaScript
2 9 (50.00%) Java
2 9 (50.00%) TypeScript
3 6 (33.33%) SQL
4 1 (5.56%) VB
Qualifications
1 1 (5.56%) Degree
Quality Assurance & Compliance
1 1 (5.56%) Dodd-Frank
1 1 (5.56%) MiFID
Vendors
1 2 (11.11%) Cognos