Principal machine learning scientist

4 weeks ago


Boston MA, United States DeepRec.ai Full time

Job Title: Principal ML Scientist

Work Arrangement: Hybrid

Location: Boston

Sponsorship: Available

We are seeking a skilled ML Scientist with experience in LLMs to join our team to train & refine advanced models on scientific texts. Working with experts in biology, bioinformatics to help transform scientific research. The perfect candidate has a background in machine learning with experience in large-scale generative models, complex data processing, and comprehensive benchmarks, along with strong software engineering skills

Key Responsibilities:

  • Designing, training, and fine-tuning large language models (LLMs), including adapting an LLM for specific domain use
  • Using NLP tools to address real-world problems involving sequential decision-making.
  • Implementing rigorous testing, documentation, and model benchmarking

Qualifications:

  • 5+ years of experience in developing deep learning and/or NLP models.
  • Contributions to research conferences or journals (e.g., NeurIPS, ICML, AAAI, ICLR).
  • Expertise in at least one ML framework (PyTorch/TensorFlow/Jax) and extensive experience in the Python data science ecosystem.
  • Experience in training and deploying ML models on distributed computing services (e.g., AWS/GCP/Azure, or clusters)

Bonus:

  • Experience with knowledge graphs, prompting techniques (e.g., Chain-of-Thought), RAG, and/or autonomous agents
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