SDE III - Machine Learning

Overview

Glance is hiring an SDE 3, Machine Learning to lead the technical architecture for an AI shopping agent.

What you'll do

• Architect low-latency recommendation inference systems and distributed vector search.
• Integrate feature store systems and support real-time streaming updates.
• Build offline/online evaluation pipelines, golden dataset testing tools, and regression suites.
• Develop agentic components for rapid 0→1 prototyping, including orchestration runtimes and tool registries.
• Translate research concepts into clean, production-grade distributed ML systems with cross-team partners.

What you'll need

• Track record of designing, building, and scaling distributed ML systems and production serving pipelines.
• Experience with model optimization such as quantization, TensorRT, and torch.compile.
• Experience with vector search indexing and real-time feature delivery.
• Understanding of LLM orchestration, agentic tool-use harnesses, and multimodal model serving.
• 6+ years software engineering experience, with 5+ years in ML platforms/inference engines/recommendation systems.
• Proficiency in Python or Java and production ML tools across PyTorch, Triton, and distributed frameworks (Ray/Spark).

Details

• Location: Bangalore.