Senior Machine Learning Engineer

1 week ago


San Francisco, California, United States Fieldguide Full time
About the Role

We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Fieldguide. As a key member of our engineering team, you will play a crucial role in developing and implementing machine learning-driven features that enhance our platform's capabilities in the audit and advisory industry.

Key Responsibilities:

  • Design, develop, and implement machine learning models with a focus on natural language processing (NLP) and generative AI applications.
  • Collaborate with stakeholders to identify and map business problems to machine learning solutions.
  • Curate, clean, and prepare data for model development and training.
  • Conduct rapid prototyping of machine learning solutions to quickly iterate on ideas.
  • Stay current with the latest advancements in machine learning, particularly in NLP and generative AI.
  • Collaborate with the platform engineering team to integrate machine learning solutions into the overall product architecture.
  • Implement data flywheels to continuously improve machine learning features through increased usage.
  • Define and implement machine learning performance metrics.
  • Contribute to the product roadmap with machine learning-driven feature ideas.

Requirements:

  • 4-5 years of experience in applied machine learning or a related field.
  • Strong proficiency in Python and its machine learning/data science libraries.
  • Extensive experience with NLP techniques and generative AI technologies.
  • Experience with large datasets and creating ETL processes.
  • Ability to work in a fast-paced, changing startup environment.

What We Offer:

  • Competitive compensation packages with meaningful ownership.
  • Unlimited PTO.
  • 401k.
  • Wellness benefits, including a bundle of free therapy sessions.
  • Technology & Work from Home reimbursement.
  • Flexible work schedules.

About Fieldguide:

Fieldguide is a values-based company that prioritizes innovation, collaboration, and customer satisfaction. Our values include:

  • Fearless - Inspire & break down seemingly impossible walls.
  • Fast - Launch fast with excellence, iterate to perfection.
  • Lovable - Deliver happiness & 11-star experiences.
  • Owners - Execute & run the business with ownership.
  • Win-win - Create mutual value & earn trust for life.
  • Inclusive - Scale the best ideas with inclusive teams.


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