18 Sep
|
Sandisk
|
Bengaluru
Job Description
We are seeking a Senior AI/ML Engineer in Data and AI team to drive the design, development, and operationalization of machine learning and GenAI solutions across Sandisk's enterprise. In this role, you will own end-to-end AI/ML projects, from problem framing and data strategy through model deployment and monitoring. You will partner directly with business stakeholders to translate complex requirements into scalable, production-grade solutions and mentor junior engineers on the team.
Key Responsibilities
Lead the end-to-end design, development, and deployment of machine learning models and GenAI solutions for manufacturing intelligence, yield optimization, supply chain analytics, and enterprise data platforms.
Architect and implement data pipelines, feature stores, and model serving infrastructure on Lakehouse and cloud-native architectures (Databricks, Azure).
Develop prompt engineering strategies and feedback loops for LLM optimization; capture and normalize LLM interactions into reusable Knowledge Artifacts.
Implement Retrieval-Augmented Generation (RAG) pipelines, including document parsing, chunking, vectorization, and semantic search using embeddings and vector databases. Support domain-specific ontologies, taxonomies governance and versioning.
Design agentic workflows using industry-standard frameworks for autonomous task orchestration and multi-step reasoning, with protected and controlled execution via constraints, policies, and fallback paths.
Collaborate with cross-functional teams to define KPIs, success metrics, and business impact measurements for AI/ML initiatives.
Mentor intermediate and junior engineers; conduct code reviews and establish best practices for ML engineering.
Present technical findings and strategic recommendations to senior leadership, distilling complex results into actionable business insights.
📌 Senior Ai/ Ml Engineer Bengaluru
🏢 Sandisk
📍 Bengaluru