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

Get AI-powered advice on this job and more exclusive features. Direct message the job poster from Desay SV Singapore Autonomous Vehicle Developer @ Desay SV Automotive Key Responsibilities 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. Required Skills & Experience 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. Preferred Qualifications Core contributor to a high-impact open-source project. Publications in leading journals or conferences. Top rankings in well-known competitions. Awards in programming or mathematical-modeling contests. Seniority level Seniority level Mid-Senior level Employment type Employment type Full-time Job function Industries Motor Vehicle Manufacturing Get notified when a new job is posted. Sign in to set job alerts for “Algorithm Engineer” roles. Algorithm Engineer, TikTok Search - 2025 Start Algorithm Engineer, Marketplace Intelligence & Data - NLP (Campus Recruitment 2025) Software Engineer, Algorithm Engineering - 2025 Start Algorithm Engineer, Search Guide (Campus Recruitment 2025) Algorithm Engineer, Search - NLP (Campus Recruitment 2025) [2025 Internship] Machine Learning Algorithm Engineer Intern (CAI2) Machine Learning Engineer, Location Product Algorithm Engineer Intern, Paid Ads - Brand & Live Ads (Summer 2025) Algorithm Engineer Intern, Search Ranking (Aug - Dec 2025) Algorithm Engineer, TikTok E-Commerce (Knowledge Graph) - 2025 Start Internship, Technology (ML/Data Engineer) May/June - December 2025 Queenstown, Central Singapore Community Development Council, Singapore 4 months ago Algorithm Engineer (NLP) - TikTok Search Algorithm Engineer Intern, Search Guide (May - Dec 2025) Machine Learning Engineer-Fresh-Grad(A29705) Machine Learning Engineer, e-commerce (TikTok) - 2025 Start Algorithm Engineer, Large Language Model (Campus Recruitment 2025) Machine Learning Engineer, TikTok Search - 2025 Start We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI. J-18808-Ljbffr

Location: Singapore, Pedra Branca, SG

Posted Date: 7/5/2025