ML Engineer

ML Engineer

Engineering

Tel Aviv-Yafo

Full-time

The Role

We are looking for an ML Engineer with strong NLP expertise to help us develop, fine-tune, and deploy models for biological and genomic data. This is not an “off-the-shelf AI” role - our work involves deep research, foundation models, and novel architecture design.

What You’ll Do

  •  Design and train custom LLMs

  •  Implement efficient training pipelines using PyTorch, Hugging Face, and distributed computing

  •  Develop novel model architectures and push the limits of AI in genomics & life sciences

  •  Work closely with ML researchers and domain experts to design high-impact AI solutions

  •  Stay ahead of the latest advancements in AI research (e.g., LLMs, protein modeling, etc.)

What We’re Looking For

  •  4+ years of hands-on experience in NLP & Deep Learning

  •  Strong background in PyTorch

  •  Experience training models from scratch and fine-tuning LLMs, not just using LangChain or API-based AI

  •  Deep understanding of transformer architectures, tokenization, and self-supervised learning

  •  Solid software engineering skills (writing clean, modular, and scalable ML code)

  •  Experience with distributed training (DDP, FSDP, multi-GPU scaling, etc.)

  •  Experience in bioinformatics, genomics, computational biology (advantage)