Deep Learning Specialist

1 week ago

nellore, India beBeeEngineer Full time

About UsAbacus.ai is a leading company building a future where AI assists and automates most work and business processes for enterprises and professionals.We are looking for an Engineer to help design, train, and optimize large language models and high-performance inference systems. The ideal candidate will have expertise in deep learning and be able to implement and improve transformer architectures.The responsibilities of this role include:Designing, training, and optimizing large language models and high-performance inference systems.Generating, curating, and maintaining datasets for pretraining and finetuning.Implementing and improving transformer architectures (attention, positional encodings, MoE).Optimizing inference using FlashAttention, PagedAttention, KV caches, and serving frameworks like vLLM / sglang.Collaborating with research and product teams to design experiments, analyze results, and ship improvements.Key Skills and QualificationsStrong 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.Strong 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).BenefitsThis is an exciting opportunity to join a leading company and contribute to the development of cutting-edge AI technology. As a Research Engineer, you will have the chance to work on challenging projects, collaborate with talented colleagues, and develop your skills in a fast-paced environment.

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