Data Engineer/modeller - Singapore - Institute of Technical Education
Description
What the role is
You will work closely with our team to gather user requirement; design and develop use cases; customize, test and implement dashboards that are relevant to different industry sectors.
You are expected to extract, prepare, transform and load data into an analytics software; build AI models with clustering and predictive capabilities; and create visual dashboards to present data that are relevant to different groups of stakeholders.
What you will be working on
- Support analysis of internship data to help lecturers gain insights into students' learning behavior, performance gaps and learning needs during their internships
- Provide training and consultancy to lecturers on how to use the dashboards
- Conduct knowledge transfer on data analytics and AI modelling to staff
What we are looking for
- Skills and knowledge in software engineering, programming languages used for statistical modeling and analysis, data warehousing solutions, and building data pipelines.
- A strong foundation in mathematics and statistics. Skills & knowledge in statistical modelling software and programming languages that support model development, data mining, manipulation, aggregation and visualization is a bonus.
- Suitable credentials in Computer Science, Information Technology or equivalent
- Practical experiences in data analytics projects (including text analytics) or AI projects for at least two years would be an advantage.
- Excellent interpersonal and communication skills, both verbal and written
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