Lead Software Engineer, Machine Learning

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Requirements:

• Experience with GenAI, including using techniques like Retrieval Augmented Generation (RAG) and Agentic models, as well as evaluation techniques for GenAI models.
• Experience with "classic" ML models (pre-GenAI), in particular ones focused on Natural Language Processing (NLP)—everything from TF-IDF and SVMs to BERT and Word2Vec. Be comfortable with generating/using embeddings.
• Great collaboration/communication skills and a sharp product sense.
• Comfort working with large-scale data, especially sensitive.

Responsibilities:

• Help propose, gather and prioritize ideas on how we can harness ML to pursue Monarch's mission of improving household's personal financial lives.
• Rapidly prototype and experiment with early ideas to assess feasibility and impact.
• Train, evaluate, and tune ML models.
• Work with the Product Engineering and Data teams to gather and preprocess the appropriate datasets.
• Deploy ML models to production.
• Help build ML infra and tooling where appropriate.