About the Role

Role Description:

We are looking for a highly motivated expert Machine Learning Engineer to design and develop scalable, secure, and reliable data pipelines and ingestion solutions that power knowledge layers and assistant experiences via generative AI solutions for our Manufacturing Applications Product Team. The Senior Machine Learning Engineer will design, build, and scale AI-powered solutions that transform manufacturing operations. This role will focus on developing production-grade GenAI and machine learning systems, including retrieval-augmented generation (RAG), agentic workflows, knowledge layers, and intelligent assistants. The ideal candidate combines deep expertise in data engineering, distributed computing, MLOps, and modern AI platforms to deliver secure, scalable, and reliable solutions that enable advanced analytics, automation, and decision support across manufacturing operations.

Roles Responsibilities
- Design, deploy, monitor, and optimize production-grade ML and Generative AI applications for AI-enabled manufacturing solutions.




- Define technical architecture, engineering standards, and best practices across data engineering, ML, GenAI, analytics, and platform capabilities.
- Partner with business stakeholders, product owners, and cross-functional teams to translate manufacturing challenges into secure, scalable, production-ready AI and data solutions.
- Design, develop, and maintain complex ETL/ELT pipelines in Databricks using PySpark, Scala, and SQL for large-scale structured and unstructured data processing.
- Build productive ingestion, transformation, migration, and deployment pipelines across databases, APIs, logs, event streams, images, PDFs, documents, and third-party platforms.
- Design and implement GenAI solutions including RAG, embeddings, vector databases, agentic workflows, tool-calling systems, LLM orchestration, serving optimization, knowledge graphs, and metadata-driven retrieval.
- Build GenAI applications usi

📌 Sr Machine Learning Engineer (Hyderabad)
🏢 Amgen
📍 Hyderabad