ML Engineer

June 25

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Flatfile

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The data onboarding platform built to transform customer data from messy and unorganized, to validated and ready to use.

CSV File Transfer • File Import • SaaS Plugin • Data Healing • Import Tool

51 - 200

💰 $50M Series B on 2022-09

Description

• 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. • If this sounds like a fun challenge, let’s define the Data Exchange category together!

Requirements

• Experience in an applicable ML area. E.g. NLP, Deep learning, Bayesian methods, Reinforcement learning, clustering • Deep knowledge of a high-level programming language (for example, Python, Perl, etc.), but it doesn’t need to be a language that we use here! Great people are effective and learn what we use quickly (or introduce us to better ways of working) • 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. Engineers at Flatfile are pragmatists who work closely with others on cross-disciplinary teams and have a strong sense of product strategy.