Flatfile is hiring a
ML Engineer, Remote - United States

Summary

The job is for a Machine Learning Engineer at Flatfile where the employee will develop AI-powered features, optimize existing ones, and research novel techniques. The role requires extensive experience in building and maintaining production machine learning-powered products, hands-on experience with open-source AI models, and prior experience with enterprise-scale data systems.

Requirements

• Have extensive prior experience building and maintaining production machine learning-powered product experience
• Hands-on experience fine-tuning and deploying open-source AI models
• Have prior experience building and iterating on enterprise-scale data systems

Responsibilities

• Develop a roadmap of meaningful applications of AI/ML for our customers––including optimizing our existing AI-powered features like Mapping and Transform
• Evaluate, build, fine-tune, and train AI/ML models for data import, mapping, cleaning, and transformation
• Research, design, train, and deploy AI agents that streamline data handling operations, reducing manual intervention
• Work closely with product engineers to develop new AI-powered features that solve important problems for our customers and feel like a magical experience
• Monitor and improve model performance over time through rigorous evaluation
• Optimize our Zero-trust AI approach for high performance and data privacy
• Drive projects from conception to production launch independently and as a leader of other product contributors
• Research novel AI techniques and strategies that create magical customer experiences

Preferred Qualifications

• Experience in an applicable ML area. E.g. NLP, Deep learning, Bayesian methods, Reinforcement learning, clustering
• Advanced education in CS, ML, Math, Stats, or similar preferred
• Experience with model fine-tuning, distilling, and optimization
• Passion for prototyping AI-powered features
• Strong problem-solving skills and ability to prioritize effectively
• Experience collaborating directly with product teams and designers and a proven track record of delivering value to customers or users

Benefits

• Comprehensive health, vision, and dental insurance for you and your dependents
• 401k match. 100% matching for up to 3% and a 50% match for the next 2%
• Equity options for all full-time employees
• 100% remote work environment
• Flexible paid time off, with a recommended minimum of 3 weeks
• $10,000 home office makeover with personal access to an interior designer
• $150 per month toward cell phone and wifi
• The best tools to do your work, including a Mac laptop and top-of-the-line hardware
• 24/7 access to a Health Advocate & free annual membership to One Medical
• 12 weeks of paid family leave