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Principal Scientist, Machine Learning Expert
2 months ago
Flagship Ventures is a pioneering bioplatform innovation company that invents and builds platform companies, each with the potential for multiple products that transform human health or sustainability.
Job SummaryWe are seeking a talented Principal Machine Learning Scientist to join our team at Flagship Ventures. As a key member of our research team, you will develop and apply machine learning (ML) to create foundational psychological tools.
Key Responsibilities:- Lead the development of advanced ML tools that capture and recapitulate psychological phenomena.
- Design and run key experiments of LLM-based multi-agent systems.
- Leverage real-world data to fine-tune and validate agent behavior.
- Design an optimized data pipeline to facilitate development, scalability, and integration with a user-facing product.
- Experiment with techniques to augment the performance of the platform.
- Collaborate closely with other members of the team to enhance platform KPIs.
- Collaborate closely with software developers to integrate platform with user-facing product.
- Communicate findings to a multi-disciplinary audience.
- PhD in a computational field (e.g., machine learning, computer science, applied math, neuroscience, computational biology, physics, etc.).
- Strong publication record in deep learning research, particularly with large language models.
- Prior industry experience (3+ years).
- Fluency in Python and standard ML tools and packages and libraries (e.g. PyTorch, TensorFlow, Jax, sklearn).
- Motivated and team-oriented, with an ability to thrive in a multidisciplinary environment.
- Excellent communication and presentation skills.
- Must be able to think independently and work collaboratively.
- Management and leadership experience preferred.
- Background in cognitive psychology.
