Demo

AI Machine Learning Scientist

NLP PEOPLE
San Diego, CA Full Time
POSTED ON 1/17/2025
AVAILABLE BEFORE 4/16/2025

We seek a highly qualified and motivated Scientist with a strong background in machine learning / generative AI to join the AI Platform at Sanford Laboratories for Innovative Medicine (aka Sanford Labs). Sanford Labs is an independent, not-for-profit biomedical research organization with a mission to discover and deliver the next generation of molecular medicines.

Before applying for this role, please read the following information about this opportunity found below.

RNA therapeutics consist of a rapidly expanding class of modalities (e.g., ASOs, siRNAs, mRNAs, and RNA aptamers) that can generate fast-track solutions in the clinic. At Sanford Labs, you will participate in developing and implementing AI / ML models and optimization paradigms to design best-in-class RNA therapeutics. As a Machine Learning Scientist, you will focus on designing and optimizing advanced AI / ML algorithms to address complex challenges in RNA therapeutics. You will develop and implement state-of-the-art architectures to enhance RNA sequence design, collaborating closely with interdisciplinary teams across Sanford Labs. This position offers an exciting opportunity to apply and refine cutting-edge machine learning methods while advancing innovative therapeutic solutions.

The ideal candidate will have a strong foundation in machine learning, experience with modern AI architectures (e.g., transformers, diffusion models, or graph neural networks), and a keen interest in applying computational approaches to real-world problems in RNA biology and therapeutic discovery.

Duties and Responsibilities :

  • Develop innovative machine learning-based drug discovery algorithms and technologies to be applied across Sanford Labs’ AI Platform.
  • Implement AI / ML methodologies, including large language models and generative AI / ML, to solve complex challenges in the drug discovery space.
  • Monitor and evaluate the performance of AI / ML models and drug discovery solutions.
  • Utilize software engineering best practices to develop complex AI applications at scale.
  • Research and stay abreast of emerging technologies relevant to drug discovery and AI / ML.
  • Proactively scope and deploy novel computational methods and digital technologies.

Education and / or Experience :

  • Doctorate or master’s degree in computer science, mathematics, computational biology, bioinformatics, biomedical data science or a related field.
  • Expertise in deep learning and machine learning.
  • Strong experience with Python libraries for data science analysis (e.g., NumPy, Pandas, and Matplotlib) and deep learning (PyTorch or TensorFlow).
  • Knowledge, Skills, and Abilities :

  • Ph.D. in computer science, mathematics, computational biology, or bioinformatics, including industry experience.
  • Deep experience in and theoretical understanding of statistical modeling, machine learning, deep learning, and other relevant quantitative methods.
  • Familiarity with the latest AI architectures and frameworks, such as Transformer-based models, Graph Neural Networks (GNN), and other generative models including diffusion models, Variational Autoencoders (VAEs), and Generative Adversarial Networks (GANs).
  • Knowledge of RNA biology, particularly RNA structure, function, and RNA-binding proteins.
  • Fluency in scientific programming and tool development with Python, R, or equivalents.
  • Proficiency in C or Java is a plus.
  • Proven record of innovative thinking to propose and champion the development of novel algorithms and AI / ML models that generated interpretable and actionable results for practical applications.
  • Experience with software development good practices, including code versioning, documentation, and testing.
  • Experience with cloud computing.
  • Creative, open-minded, and passionate about scientific research.
  • Demonstrated ability to thrive in a team environment.
  • Strong interpersonal, collaborative, organizational, and presentation skills.
  • Understanding of RNA therapeutic modality discovery and development.
  • No relocation will be provided for this role, the candidate must be local to the San Diego, CA region.

    This position does not currently have direct reports.

    Perks and Benefits :

  • Generous employer-paid healthcare for Medical, Dental, and Vision.
  • 100% Employer Paid Life, STD and LTD.
  • 401(k) Employer Match.
  • Generous Vacation and Sick Leave.
  • 13 Holidays.
  • Closed over the Christmas and New Year Holiday Break.
  • Company :

    Sanford Laboratories for Innovative Medicines

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