SDE III - Machine Learning
Core
Architect and build the core engineering for Glance's AI shopping agent, including the ML Inference Platform, Evaluation Harnesses, and rapid 0→1 prototyping frameworks.
Role type
Senior IC Machine Learning Systems Architect
Builds
Low-latency recommendation inference systems, distributed vector search, feature store integrations, real-time streaming updates, and agentic orchestration runtimes.
Domain
E-commerce, AI/ML Infrastructure, Agentic Workflows
Deliverable
production ML models | infrastructure
Required skills
Distributed ML systems design, Model optimization (quantization, TensorRT, torch.compile), Vector search indexing, LLM orchestration, Agentic tool-use harnesses, Python, Java, PyTorch, Triton, Ray, Spark
Preferred skills
Mentoring engineers, Design review leadership, Rapid 0→1 prototyping
Technologies
Google Vertex AI, Gemini, Imagen, PyTorch, Triton, Ray, Spark, TensorRT
Responsibilities
Architect low-latency recommendation inference systems and distributed vector search pipelines; Build comprehensive offline and online evaluation pipelines and automated regression suites; Lead engineering execution for rapid prototyping of AI shopping agent features including orchestration runtimes and tool registries; Partner with Applied Science and Product teams to translate research concepts into production-grade systems.
Seniority
Senior, hands-on IC with technical leadership
