Applied ML Scientist: Experiment, Debug & Deploy Models

USER Experience Researchers; Singapore; On-site; SGD 60,000 - 80,000; Full time

Job summary

A leading technology consultancy in Singapore is seeking a skilled Data Scientist to engage in model development, product feature engineering, and user collaboration. The candidate should have a Bachelor's degree and at least 2-3 years of experience in Data Science, along with strong programming skills in Python and familiarity with ML frameworks. Ideal candidates will thrive in a collaborative Agile environment.

Qualifications

• 2-3 years of relevant professional experience in Data Science or ML.
• Hands-on experience in model development and experimentation.
• Working knowledge of backend development and REST APIs.
• Familiarity with privacy-enhancing technologies is a plus.

Responsibilities

• Design experiments to evaluate SDG models and tune hyperparameters.
• Collaborate with software engineers on product features requiring ML input.
• Work with users to diagnose issues and provide actionable fixes.
• Write user-facing documentation for complex technical concepts.
• Work closely with SWE team to integrate features into production.
• Participate in Agile rituals and code reviews.

Skills

Machine learning

Python programming

Data Science

Model Development

Communication

Collaboration

Education

Bachelor's degree in Computer Science, Data Science, Business Analytics or a related field

Tools

PyTorch

TensorFlow

scikit-learn

AWS

FastAPI

Flask

Job description

A leading technology consultancy in Singapore is seeking a skilled Data Scientist to engage in model development, product feature engineering, and user collaboration. The candidate should have a Bachelor's degree and at least 2-3 years of experience in Data Science, along with strong programming skills in Python and familiarity with ML frameworks. Ideal candidates will thrive in a collaborative Agile environment.