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ADVANCED SOFTWARE ENGINEER

ADVANCED SOFTWARE ENGINEER

KRYJAS PRIVATE LIMITEDD01 Cecil, Marina, People’s Park, Raffles Place, SG
12 days ago
Job description

Roles & Responsibilities

Responsibilities :

  • Design, develop, and fine-tune large language models (LLMs) to enhance accuracy and contextual understanding.
  • Curate, preprocess, and annotate multilingual datasets to improve model performance.
  • Implement evaluation frameworks to assess AI model performance, fairness, and ethical standards.
  • Work with data scientists, linguists, and engineers to optimize NLP pipelines and AI solutions.
  • Conduct prompt engineering, reinforcement learning with human feedback (RLHF), and error analysis.
  • Create and maintain documentation for training methodologies and best practices.
  • Stay updated on advancements in machine learning and apply them to improve models.

Requirements :

  • Professional experience in software engineering with a focus on AI or machine learning.
  • Hands-on experience with large language models (LLMs) or NLP technologies.
  • Proficiency in Python and experience with machine learning frameworks like TensorFlow, PyTorch, or Hugging Face.
  • Strong knowledge of NLP techniques (tokenization, language modeling, text generation).
  • Experience with model training, fine-tuning, and dataset annotation.
  • Familiarity with reinforcement learning, prompt engineering, and error analysis.
  • Ability to work effectively in cross-functional teams and communicate complex concepts clearly.
  • Tell employers what skills you have

    TensorFlow

    Machine Learning

    Modeling

    Pipelines

    Software Engineering

    Agile

    JavaScript

    Multilingual

    PyTorch

    SQL

    Python

    Tokenization

    Java

    C#

    Software Development

    C++

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    Software Engineer • D01 Cecil, Marina, People’s Park, Raffles Place, SG

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