4 hours ago
Bengaluru, IndiaSenior
Responsibilities
- Architect low-latency recommendation inference systems, distributed vector search, feature-store integrations, and real-time streaming updates.
- Build offline and online evaluation pipelines, golden-dataset testing tools, tool-call tracking, and automated regression suites.
- Lead rapid 0→1 development of AI shopping agent features, including orchestration runtimes, tool registries, and gateway middleware.
- Translate research concepts into production-grade distributed ML systems in partnership with Applied Science, Product, and Data Platform teams.
- Set technical standards, mentor engineers, guide design reviews, and raise engineering quality across teams.
- Build production monitoring and automated evaluation infrastructure for ML systems.
Requirements
- BTech or MTech in Computer Science, Machine Learning, or a related quantitative field.
- At least 6 years of software engineering experience, including at least 5 years focused on ML platforms, inference engines, or recommendation systems.
- Track record designing, building, and scaling distributed ML systems and production serving pipelines.
- Expertise in high-throughput, low-latency recommendation inference, vector search, feature serving infrastructure, and real-time feature delivery.
- Experience with model optimization, including quantization, TensorRT, and torch.compile.
- Understanding of LLM orchestration, agentic tool-use harnesses, and multimodal model serving.
- Proficiency in Python or Java and production ML tools such as PyTorch, Triton, Ray, and Spark.
- Experience architecting automated evaluation harnesses and production monitoring for ML systems.
- Ability to mentor engineers, lead design reviews, simplify complex systems, align stakeholders, and drive ambiguous 0→1 initiatives.
Tech Stack
Categories
About Glance
Glance builds AI-driven commerce and content platforms that surface personalized shopping and media on mobile lock screens, connected TVs, and apps. Its products include Glance, Roposo, and Nostra, partnering with smartphone and TV manufacturers, telecom providers, and brands to enable discovery-led shopping and entertainment, monetized through advertising and commerce. Founded in 2019 and headquartered in Bangalore, it operates as an unconsolidated subsidiary of InMobi, is backed by Google and Jio Platforms, and runs on 450M+ devices.