Principal machine learning scientist
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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