Senior Machine Learning Engineer - Remote

Overview

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

In Short

• 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
• Stay current with the latest advancements in ML
• Collaborate with the platform engineering team to integrate ML solutions
• Implement data flywheels to improve ML features
• Define and implement ML performance metrics
• Contribute to the product roadmap with ML-driven feature ideas

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 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 startup environment

Benefits

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