Data Scientist with Machine Learning

Unison Group; Singapore; On-site; SGD 60,000 - 80,000; Full time

Job summary

A leading technology firm in Singapore is seeking a skilled Data Scientist to join their team. This role focuses on Privacy Enhancing Technologies, requiring a strong foundation in Data Science and Machine Learning, as well as proficiency in Python and ML frameworks like PyTorch and TensorFlow. The ideal candidate should enjoy conducting applied research and engaging directly with users in a collaborative and fast-paced environment.

Qualifications

• Strong foundation in Data Science and Machine Learning with model development skills.
• Proficiency in Python and experience with machine learning frameworks.
• Ability to synthesize and apply academic research.

Responsibilities

• Work within teams focused on Privacy Enhancing Technologies.
• Conduct applied research and testing of PET adoption.
• Communicate data science concepts clearly in collaborative environments.

Skills

Data Science

Machine Learning

Python

Data Experimentation

Research Skills

Communication Skills

Tools

PyTorch

TensorFlow

scikit-learn

Job description

• DS (Data Practice) will be working within a team of Data Scientists/ Data Engineers/ Privacy Research Engineer focused more generally on Privacy Enhancing Technologies
• This role require a strong Data Science/ML foundation (model development, experimentation, diagnosing issues)
• Use Python + ML frameworks (PyTorch, TensorFlow, scikit-learn)
• This involve applied research, curiosity, strong communication skills, and ability to explain DS concepts clearly
• This is in multi-disciplinary teams, working in fast-moving, collaborative environments
• Focused on exploratory research & agency pilots, testing PET adoption

Requirements

• Strong in ML experimentation + applied research
• Python programming, experiment design & evaluation
• Ability to synthesise & apply academic research
• Comfortable with ambiguity and novel problem solving
• Strong Data science / Machine learning + research/experimentation; fit for those who enjoy exploring PETs, running pilots, and engaging directly with agency users