Career Category
Engineering
Job Description
Machine Learning Engineer
We are seeking a Machine Learning Engineer to build, deploy and operate scalable machine-learning and generative-AI solutions at Amgen. Working at the intersection of software engineering and data science, you will help transform models and AI prototypes into reliable, secure and production-ready applications and services.
You will collaborate closely with data scientists, senior ML engineers, DevOps, Security, Compliance and Product teams to develop ML pipelines, model services and AI applications using up-to-date cloud, MLOps and GenAI technologies. The role requires strong hands-on engineering skills, a solid understanding of machine-learning techniques and an interest in building enterprise-grade AI solutions.
Roles & Responsibilities
Develop end-to-end ML pipelines covering data ingestion, feature engineering, evaluation, model registration and deployment using Kubeflow, SageMaker Pipelines or equivalent MLOps platforms.




Productionize machine-learning and GenAI models by converting research and prototype code into reliable services, packaging applications using Docker and Kubernetes, and exposing models through secure REST, gRPC or event-driven APIs.
Build AI and GenAI applications by integrating ML/LLM services with user interfaces, APIs, workflow engines and business-logic layers to deliver model-generated insights to end users.
Develop and implement GenAI solutions using LLMs, prompt engineering, embeddings, vector databases, Retrieval-Augmented Generation (RAG) and agent-based frameworks.
Implement monitoring and observability for production ML applications, including model-performance metrics, application logs, distributed tracing, data/model drift detection and operational dashboards.
Apply security and responsible-AI practices including access controls, encryption, data lineage, model explainability, bias monitoring and secure handling of enterprise data.
Develop reusable ML platform compo

📌 Machine Learning Engineer (Hyderabad)
🏢 AMGEN
📍 Hyderabad