Senior Machine Learning Engineer

2 months ago

Cambridge, Cambridgeshire, United Kingdom Flagship Pioneering Full time
About FL105

FL105 is a pioneering company in the field of artificial intelligence, dedicated to transforming mental health paradigms and augmenting mental wellbeing. We are creating a world where individuals and communities are empowered to preemptively identify and tackle psychological challenges and address mental health concerns.

Backed by Flagship Pioneering, an innovation enterprise that conceives, creates, resources, and builds companies that invent breakthrough technologies to transform healthcare, agriculture, and sustainability, FL105 is seeking a talented Machine Learning Engineer to join our dynamic and innovative environment.Key Responsibilities

  • Develop and apply machine learning (ML) to create foundational psychological tools, leveraging broad expertise in machine learning, deep learning, and computational sciences.
  • Collaborate closely with Pioneering Intelligence, the AI/ML research arm of Flagship Pioneering, to work with world-class machine learning scientists and engineers on cutting-edge AI research in generative modeling and large language models.
  • Develop advanced ML tools that capture and recapitulate psychological phenomena, and experiment with techniques to augment the performance of the platform.
  • Design and implement an optimized data pipeline to facilitate development, scalability, and integration with a user-facing product.
  • Collaborate with software developers to integrate the platform with user-facing products.
Requirements
  • Master's degree in any computational field (e.g., machine learning, computer science, applied math, neuroscience, computational biology, physics, etc.).
  • Understanding of data structures and software architectures, as well as experience with MLOps best practices, version control, and project management.
  • Fluency in Python and standard ML tools and libraries.
  • Post-PhD/MSc work experience is an advantage but not a requirement.
  • Familiarity with common software development tools and best practices: Git, cloud/cluster computing, UNIX environments, shell scripting.
About Flagship Pioneering

Since its inception, Flagship has originated and fostered more than 100 scientific ventures, resulting in more than $90 billion in aggregate value. Many of the companies Flagship has founded have addressed humanity's most urgent challenges: vaccinating billions of people against COVID-19, curing intractable diseases, improving human health, preempting illness, and feeding the world by improving the resiliency and sustainability of agriculture.

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. We are dedicated to building diverse and inclusive teams and look forward to learning more about your unique background.

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