Data Scientist with Software Engineering - Singapore - Epergne Solutions

    Epergne Solutions
    Epergne Solutions Singapore

    7 hours ago

    Technology / Internet
    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.

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