Senior LLM / Multimodal AI Engineer

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Описание

NCS is a leading AI Tech Services company. With a 15,000-strong team across the Asia Pacific, NCS scales its platforms and capabilities to provide clients with greater agility and AI expertise across a range of Industries. Embracing a strong ecosystem of global partners, NCS transforms technology services delivery combining AI with digital resilience to drive real business impact. NCS is a subsidiary of the Singtel Group. Join NCS as a Senior LLM / Multimodal AI Engineer and spearhead the development of next-generation foundation models and multimodal understanding systems. With 4+ years of hands-on experience, you will architect, train, evaluate, and deploy large-scale Vision-Language Models (VLMs) and Large Language Models (LLMs) that process billions of user-generated content (UGC) and advertising videos. You will transform cutting-edge research into industrial-scale recommendation and advertising systems that deliver measurable business impact. What will you do? Data Curation & Multimodal Pre-TrainingArchitect and scale automated data pipelines that integrate video frames, images, OCR, ASR, and text for VLM pre-training and fine-tuningDrive LLM-assisted annotation workflows and synthetic data generation strategies to minimise manual labeling overheadEngineer robust data quality frameworks ensuring representative, accurate, and complete training datasets Model Training & Fine-TuningReproduce and optimise foundation model series (e.g., LLaVA, Qwen-VL family) for production

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