ML Inference Platform Engineer – Core Systems (Equity)

SNAP, Inc.; Los Angeles (CA); Presencial; USD 157.000 - 235.000; Jornada completa

Descripción de la vacante

Snap Inc. is seeking a Software Engineer to join the Core Inference team within the Core ML Platform.

You will help power personalized experiences across Discover, Stories, Spotlight, and more by building and maintaining the end-to-end inference stack for recommendation models, embedding-generation models, and self-hosted large language models. You will own model hosting, optimization, and serving capabilities, collaborate across Ads, Content, Growth, Lenses, Security, and My AI, and contribute

Formación

• Bachelor’s degree in a technical field such as computer science or equivalent experience.
• 2+ years of post-Bachelor’s software development experience; or Master’s degree in a technical field + 1+ year of post-grad software development experience; or PhD in a relevant technical field.
• Experience building large scale production machine learning systems, distributed systems or big data processing

Responsabilidades

• Support the models powering personalized experiences across Discover, Stories, Spotlight, and other Snap products with ranking needs.
• Optimize, export, and prepare models for efficient production use while working across training and inference.
• Own the infrastructure used to host and serve recommendation models, embedding-generation models, and self-hosted LLMs.
• Work on LLM fine-tuning, reinforcement learning infrastructure, serving, and inference optimization.
• Provide model-hosting and serving capabilities to teams across Ads, Content, Growth, Lenses, Security, My AI, and other product areas.
• Own the inference components that power advertising models, while Ads teams generally own the ad products, formats, modeling objectives, and ranking strategies.
• Provide ranking and ML infrastructure for products such as Camera, Creative Tools, Maps, Chat, Memories, Games, and Minis when those products require model hosting or serving.

Conocimientos

Python

Java

Distributed systems

Big data frameworks

Collaboration

Scalability

Problem solving

Educación

Bachelor's degree

Master's/PhD

Herramientas

TensorFlow

PyTorch

Caffe2

Spark ML

scikit-learn

Descripción del empleo

Snap Inc. is seeking a Software Engineer to join the Core Inference team within the Core ML Platform.

You will help power personalized experiences across Discover, Stories, Spotlight, and more by building and maintaining the end-to-end inference stack for recommendation models, embedding-generation models, and self-hosted large language models. You will own model hosting, optimization, and serving capabilities, collaborate across Ads, Content, Growth, Lenses, Security, and My AI, and contribute