Full Time Senior Machine Learning Engineer Jobs in Curai Health San Francisco, CA

We are primarily a text-based service and NLP is at the core of our ML work. With recent advances in large language models, we see a tremendous acceleration in capabilities. A non-trivial part of our work involves appropriately leveraging and building on top of these models thoughtfully (and with scaffolding) to our use cases and backing them up with a sound automated evaluation. In addition, we use the in-house deidentified data as robust feedback data for continuously improving the ML models.

Responsibilities:

• A self-starter and have a growth mindset
• Enjoy tackling complex problems in a scientific and data-driven way
• Thrive in ambiguity and love tackling complex problems that span multiple systems
• Enjoy thinking through trade-offs with mindfulness of near-term needs and Curai’s long-term strategy
• Are collaborative and appreciate working with people with diverse expertise
• Design offline and online evaluations to test ML product features, and perform data-driven analysis of the results to find actionable insights.
• Enable rapid and rigorous scientific innovation by a multidisciplinary team of Curai clinicians, engineers, and researchers, through platform, tools, and documentation.
• Mentor interns and junior team members.
• Interview diverse talent to build and grow a strong ML team
  
  

Qualifications:

• 5+ years of industry experience in ML/NLP, including building production systems.
• This role involves collaboration with product, engineering, clinical, and research teams.
• Understanding the audience's mental models and communicating ideas crisply to diverse stakeholders will be vital to the role.
• You should be comfortable leading cross-functional machine learning product initiatives, from conception to successful product outcomes.
• Experience and/or interest in mentoring junior engineers.