Remote Senior Machine Learning Engineer
Fieldguide
πRemote - United States
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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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