AI Research Specialist

3 days ago


Malappuram, India beBeeResearch Full time

AI ResearcherWe are building a future where AI assists and automates most work and business processes for enterprises and professionals. As an AI researcher, you'll help design, train, and optimize large language models and high-performance inference systems.Key Responsibilities:Develop and optimize LLM training and inference pipelines on cloud GPUs.Create, curate, and maintain datasets for pretraining and finetuning.Implement and improve transformer architectures (attention, positional encodings, MoE).Optimize inference using FlashAttention, PagedAttention, KV caches, and serving frameworks like vLLM / sglang.Collaborate with research and product teams to design experiments, analyze results, and ship improvements.Requirements:Strong Python skills and solid software engineering practices.Hands-on experience with LLM training and inference.Proficiency with PyTorch or JAX.Experience with Hugging Face libraries: transformers, trl, accelerate.Experience training on cloud-hosted GPUs and with distributed / mixed-precision training.Deep understanding of transformer internals: attention, positional encodings, MoE.Familiarity with writing prompts, tool definitions, and managing context for LLMs in real applications (langchain, pydantic, smolagents).



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