Remote Senior Machine Learning Engineer

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Fieldguide

πŸ“Remote - United States

Job highlights

Summary

Join Fieldguide as a Senior Machine Learning Engineer and play a crucial role in developing and implementing ML-driven features that enhance our platform's capabilities in the audit and advisory industry.

Requirements

  • 4-5 years of experience in applied machine learning or related field
  • Strong proficiency in Python and its ML/data science libraries
  • Extensive experience with NLP techniques and generative AI technologies
  • Experience with LLMs and both text-to-text and text-to-image generative models
  • Proficiency in working with large datasets and creating ETL processes
  • Experience with version control systems (e.g., Git) and CI/CD practices
  • Ability to work in a fast-paced, changing startup environment

Responsibilities

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

Benefits

  • 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

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