Data Scientist

Epergne Solutions; Singapore; On-site; SGD 60,000 - 80,000; Full time

Job summary

A technology solutions company in Singapore is seeking an experienced Data Scientist with software engineering skills. The role involves designing and developing machine learning models, collaborating with engineering teams, and optimizing data pipelines. Candidates should possess a Bachelor's degree, 2-3 years of experience, and strong Python programming skills along with familiarity with ML frameworks like PyTorch and TensorFlow. This position offers an opportunity to work in an Agile environment and contribute to innovative data-driven solutions.

Qualifications

• Bachelor's degree or higher in Computer Science, Data Science, or related field.
• 2-3 years of professional experience in data science or applied machine learning.
• Strong programming skills in Python with experience in ML frameworks.

Responsibilities

• Design, develop, and experiment with machine learning models.
• Conduct model evaluation, performance tuning, and troubleshooting.
• Collaborate with software engineering teams.

Skills

Python

Machine Learning

Data Analysis

Problem Solving

Communication

Education

Bachelor's degree in Computer Science or related field

Tools

PyTorch

TensorFlow

scikit-learn

REST APIs

AWS

Git

Job description

Job Role: Data Scientist with Software Engineering

Job Location: Singapore

Experience: 2-3 Years

Roles and Responsibilities

• Design, develop, and experiment with machine learning models, particularly for data generation and privacy-focused applications.
• Conduct model evaluation, performance tuning, and troubleshooting for diverse data types and scenarios.
• Collaborate with software engineering teams to develop and integrate machine learning features into production-ready systems.
• Build and optimize data pipelines, preprocessing workflows, and privacy metrics.
• Diagnose and resolve issues related to model performance, integration, or user feedback.
• Document model designs, parameters, and evaluation methods in a clear and user-friendly manner.
• Participate in Agile development practices, including code reviews, sprint planning, and design discussions.

Skills and Requirements

• Bachelor’s degree or higher in Computer Science, Data Science, or a related field.
• 2-3 years of professional experience in data science, applied machine learning, or related areas.
• Strong programming skills in Python, with experience using ML frameworks such as PyTorch, TensorFlow, or scikit-learn.
• Understanding of backend development concepts (REST APIs, FastAPI, Flask, or similar).
• Familiarity with cloud platforms (e.g., AWS) and version control systems (Git).
• Strong analytical and problem-solving skills with the ability to design and evaluate experiments.
• Excellent communication skills to explain technical concepts to technical and non-technical audiences.
• Ability to work collaboratively in multidisciplinary and Agile environments.