Lila Sciences, Inc. | Cambridge, MA Machine Learning Researchers (LLMs) - Open Level

Flagship Pioneering; Cambridge (MA); On-site; USD 90,000 - 160,000; Full time

Job summary

Join a pioneering company at the forefront of scientific innovation! As a Machine Learning Researcher, you'll have the opportunity to work with cutting-edge AI technologies and collaborate across disciplines to redefine scientific research. This role is perfect for creative thinkers eager to apply their expertise in large language models and deep learning to real-world challenges. The environment is dynamic and inclusive, welcoming diverse perspectives and experiences. If you are passionate about transforming science and have a strong background in machine learning, this is your chance to make a significant impact!

Qualifications

• PhD required with experience in ML, NLP, or LLMs.
• Experience in Python and ML frameworks like PyTorch or TensorFlow.

Responsibilities

• Train and fine-tune cutting-edge models on scientific data.
• Collaborate with experts in biology and materials science.

Skills

Machine Learning

Large Language Models (LLMs)

Deep Learning

Natural Language Processing (NLP)

Python Programming

Data Pipelines

Model Benchmarking

Distributed Computing

Education

PhD in quantitative disciplines

Tools

PyTorch

TensorFlow

Jax

AWS

GCP

Azure

Job description

Cambridge, MA USA

Company Summary

Lila Sciences is a privately held, early-stage technology company pioneering the application of artificial intelligence to transform every aspect of the scientific method. Lila Sciences is backed by Flagship Pioneering, which brings the courage, long-term vision, and resources needed to realize unreasonable results. Join our mission-driven team and contribute to the future of science.

Our Life Sciences effort is leveraging AI and high-throughput automation for valuable therapeutic discovery and development across biological modalities.

At Lila Sciences, we are uniquely cross-functional and collaborative. We are actively reimagining the way teams work together and communicate. Therefore, we seek individuals with an inclusive mindset and a diversity of thought. Our teams thrive in unstructured and creative environments. All voices are heard because we know that experience comes in many forms, skills are transferable, and passion goes a long way.

If this sounds like an environment you’d love to work in, even if you only have some of the experience listed below, please apply.

The Role

Lila Sciences is seeking experienced, creative, and talented Machine Learning Researchers (LLMs) across Scientist, Senior Scientist, and Principal Scientist levels to join our team. Title will be determined by merit and experience level.

Join our agile team to reimagine the way scientific research is conducted! You'll train and fine-tune cutting-edge models on scientific data. Collaborate with experts across biology, materials science, and automation to push boundaries. We’re looking for an ML pro skilled in large-scale generative models, data pipelines, and software engineering excellence. Ready to transform science? Let’s talk!

Candidates should have experience and/or interest in:

• Designing, training, and fine-tuning large language models (LLMs), including the ability to successfully adapt an LLM for use in a specific domain.
• Leveraging ML tools and techniques to solve real-world problems that require sequential decision making.
• Implementing rigorous testing, documentation, and model benchmarking.

Qualifications:

• PhD in quantitative disciplines with contributions to research conferences or journals (e.g. NeurIPS, ICML, AAAI, ICLR)
• Experience in developing deep learning, NLP, and/or LLMs
• Expertise in ML frameworks (PyTorch/TensorFlow/Jax) and robust 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)

Ideal:

• Distributed training experience of 70B+ parameter models
• Built custom benchmarks to challenge frontier models
• Developed AI agents for complex, long-ranging tasks

Working at Lila Sciences, you would have access to advanced technology in the areas of:

• AI experimental design and simulation
• Automated liquid handling and instrumentation

Flagship Pioneering and our ecosystem companies are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, or Veteran status.

At Flagship, we recognize there is no perfect candidate. If you have some of the experience listed above but not all, please apply anyway. Experience comes in many forms, skills are transferable, and passion goes a long way. We are dedicated to building diverse and inclusive teams and look forward to learning more about your unique background.