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Senior Algorithm Engineer – Large-Scale Foundation Models (LLM / VLM) Job Opening In Singapore, Singapore – Now Hiring Desay SV Automotive Singapore Pte. Ltd.

Senior Algorithm Engineer – Large Scale Foundation Models (LLM / VLM)

    Singapore Jobs Expertini Expertini Singapore Jobs Engineering Senior Algorithm Engineer – Large Scale Foundation Models (Llm / Vlm)

Job description

Job Summary

We are seeking a highly skilled AI/ML Engineer with expertise in fine-tuning and deploying Large Language Models (LLMs) and Vision-Language Models (VLMs).

The ideal candidate will be experienced in optimizing models using techniques such as LoRA, implementing Retrieval-Augmented Generation (RAG) systems, and developing scalable AI pipelines for diverse applications including text summarization, object detection, and intelligent agents.

Key Responsibilities

  1. Fine-tune and optimize LLMs/VLMs (e.g., LoRA or other low-rank approaches) to meet project needs, delivering to use-cases such as intent recognition, text summarization, multi-turn dialogue, object detection, image captioning, and more.

  2. Design and implement Retrieval-Augmented Generation (RAG) systems.

  3. Build and maintain the toolchain for fine-tuning and deploying LLMs/VLMs; manage training clusters; and deliver efficient inference on both server-side and embedded targets.

  4. Apply prompt-engineering and agent-based techniques to design, evaluate, and iterate solutions tailored to user scenarios.

Required Skills & Experience

  1. Solid grounding in Natural Language Processing and Computer Vision; well-versed in mainstream models, their principles, strengths, and typical applications, with the ability to craft suitable technical solutions.

  2. Proficient with deep-learning frameworks such as PyTorch; familiar with the architecture and implementation of models like Transformer, BERT, LLaMA, LLaVA and related extensions.

  3. Hands-on experience designing production architectures for large-model applications (e.g., chatbots, RAG pipelines, intelligent agents).

  4. Fluency in at least one programming language such as Python, C++, or Java, and comfortable working in a Linux environment.

Preferred Qualifications

  1. Core contributor to a high-impact open-source project.

  2. Publications in leading journals or conferences.

  3. Top rankings in well-known competitions.

  4. Awards in programming or mathematical-modeling contests.

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Required Skill Profession

Engineering


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