Machine Learning Engineer

December 15, 2023

Ritual

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The future of health is clear

Vitamins • Supplements • Health • E-commerce • Direct to Consumer

51 - 200

💰 $25M Series B on 2019-02

Description

• We are looking for a talented and motivated Machine Learning Product Engineer to join our team. In this role, you will work on a variety of projects related to applied machine learning, including working with the product team on automating Data ETL pipelines, deploying machine learning models, and shipping customer-facing products. • Scale up model inference and running predictions at scale on cutting-edge models • Work end to end to connect ML models to human interfaces (e.g. APIs, browsers, and applications) • Designing and implementing large-scale data and ML pipelines through a full end-to-end product development lifecycle • Collaborate with a cross-functional team of engineers, researchers, product managers, designers, and operations teammates to create cutting-edge products

Requirements

• Experience as a software engineer • Experience building and serving machine learning models • Familiarity with Python and related ML frameworks such as PyTorch, Tensorflow, Jax, and other open-source stacks such as HuggingFace • Ability to reason through machine learning system tradeoffs • A high level of end-to-end ownership and self-direction Extras: • Familiarity with basic machine learning system stacks e.g. TinyML, Triton, CUDA, ROCm, Exo, MLIR, Halide, etc • Familiarity with DataOps, MLOps, and ML orchestration pipelines • Understanding of modern ML architectures and intuition for inference performance tradeoffs • Experience or interest in working on open-source ML products • Interest in building tech aligned with user privacy, computational integrity, and/or censorship resistance • Experience at fast-growing companies or startups

Benefits

• Join a passionate group of engineers, researchers, and operators on a mission to build the next generation of AI infrastructure • Enjoy high-quality healthcare • Plan ahead with our company 401k match • Work the way you work best - Remote and/or hybrid • Be rewarded for your work with our competitive salary philosophy • Participate in virtual and in-person events • Much much more!