Senior Algorithm Engineer - Large-Scale Foundation Models (LLM / VLM) - #1115297

[Job ID: 1105377]

Responsibilities:

Seeking a highly skilled AI/ML Engineer with expertise in fine-tuning and optimizing Large Language Models (LLMs) and Vision-Language Models (VLMs) to drive cutting-edge applications across natural language processing and computer vision. The role involves designing and implementing advanced Retrieval-Augmented Generation (RAG) systems, developing scalable model training pipelines, and deploying efficient inference solutions for real-world use cases such as dialogue systems, summarization, object detection, and image captioning. The ideal candidate will bring strong technical foundations in deep learning, hands-on experience with model deployment, and the creativity to apply prompt-engineering and agent-based methods to deliver impactful AI-driven solutions.

• 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.
• Design and implement Retrieval-Augmented Generation (RAG) systems.
• 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.
• Apply prompt-engineering and agent-based techniques to design, evaluate, and iterate solutions tailored to user scenarios.

Requirements:

[Must]

• 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.
• Proficient with deep-learning frameworks such as PyTorch; familiar with the architecture and implementation of models like Transformer, BERT, LLaMA, LLaVA and related extensions.
• Hands-on experience designing production architectures for large-model applications (e.g., chatbots, RAG pipelines, intelligent agents).
• Fluency in at least one programming language such as Python, C++, or Java, and comfortable working in a Linux environment.

-------------------------------------------------------------------------------------------------------

We regret that only shortlisted candidates will be notified. However, rest assured that all applications will be updated to our resume bank for future opportunities.
Please kindly refer to the Privacy Policy of Good Job Creations for your reference:
https://goodjobcreations.com.sg/en/privacy-policy/
-------------------------------------------------------------------------------------------------------

EA License no.: 07C5771
EA Personnel Reg. No.: R2094050
EA Personnel Name: Ayumu Matsuki