Senior Machine Learning Engineer - Platform

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Requirements:

• Experience with at least one ML model: LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees.
• Working knowledge in data mining, information retrieval, advanced statistics, natural language processing, or computer vision.
• Exhibit core cultural values: add positive energy, communicate clearly, be curious, and be a builder.
• PhD degree strongly preferred with 3+ years of relevant experience or MS degree with 5+ years.
• Experience with Python, data analysis, and visualization is a plus.

Responsibilities:

• Investigate and harness cutting-edge machine learning methodologies, including deep learning, large language models (LLMs), and graph neural networks.
• Address challenges in fraud detection, feed ranking, recommendation systems, targeting, chatbots, and blockchain mining.
• Develop and deploy robust, low-maintenance applied machine learning solutions in a production environment.
• Create onboarding codelabs, tools, and infrastructure to democratize access to machine learning resources across Coinbase.