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LLM Algorithm Engineer

2 weeks ago

Singapore RIBO Consulting Services Co. Ltd Full time

Why Join Us
We're seeking an AI Algorithm Engineer who will lead the design and implementation of cutting-edge conversational systems for company's products such as TV, mobile phones, smart glasses and home robots. This position is ideal for someone who is motivated to innovate, tackle challenging problems, and collaborate effectively in cross-functional teams.
Key Responsibilities
Lead the algorithm design and data flow architecture for specific scenarios.
Adapt LLMs to specific application scenarios via continued pre-training or fine-tuning.
Evaluate and monitor model performance using both quantitative and qualitative metrics; recommend the best models for specific tasks.
Stay current with AIGC trends and apply cutting-edge technologies and methods to work.
Solve complex problems, share knowledge, and collaborate across departments.
Requirements
Master's degree in computer science, artificial intelligence, mathematics, or a related field.
At least 5 years working with NLP systems, conversational agents, or voice assistants.
Proficiency in AIGC (LLM / VLM, diffusion models).
Practical experience with pre-training and fine-tuning techniques, inference acceleration, model optimization, and deployment.
Expertise in end-to-end optimization of real-time streaming conversational systems.
Strong skills in Python, data analysis tools, and deep learning frameworks (e.g., PyTorch, TensorFlow).
Ability to research, evaluate, select, and improve algorithms for innovative products.
Preferred Qualifications:
Background in computer vision algorithms.
Experience with multi-modal systems (e.g., text + vision).
Familiarity with web service development (APIs, databases, Docker).
Publications and patents are a plus.
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