Research Engineer – Generative AI

2 weeks ago

Dindigul, India Abacus.AI Full time

Research Engineer – Generative AI (LLMs)Location: RemoteAbacus.AI is a leading Generative AI company building a future where AI assists and automates most work and business processes for enterprises and professionals.We are looking for a Research Engineer to help design, train, and optimize large language models and high‑performance inference systems.What you’ll do- Build and optimize LLM training and inference pipelines on cloud GPUs.- Generate, 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.What we’re looking for- 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.- 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).Nice to have- RL for LLMs (RLHF, PPO, GRPO).- CUDA / GPU kernel or systems-level performance work.- Experience with training infrastructure: monitoring, checkpointing, networking / distributed systems.If this sounds exciting, I’d love to connect with you. Please feel free to reply with your updated resume at forward to hearing from you

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