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Sr Machine Learning Engineer

Amgen

Hyderabad

3-5 years

1 day ago

$25.3K–39.8K/yr

Full time

Onsite

Skills Required
LLM

RAG

LangChain

Vector Database

OpenAI SDK

Semantic Kernel

prompt-engineering

agent frameworks

Kubeflow

SageMaker Pipelines

MLOps

feature stores

model registries

experiment-tracking

REST

Description
Seeking a Sr Machine Learning Engineer to lead the design and scaling of end-to-end machine-learning and generative-AI platforms, enabling secure and cost-effective model deployment and monitoring.

Company:
Amgen

Role:
Sr Machine Learning Engineer

Experience
- 3-5 years in AI/ML and enterprise software

Responsibilities
- Engineer end-to-end ML pipelines including data ingestion, feature engineering, training, hyper-parameter optimization, evaluation, registration and automated promotion
- Harden research code into production-grade micro-services with Docker/Kubernetes and expose secure APIs




- Build and maintain full-stack AI applications integrating model services with UI components and workflow engines
- Optimize performance and cost at scale by selecting algorithms and tuning GPU/CPU auto-scaling policies
- Instrument observability with real-time metrics, distributed tracing, drift and bias detection, and user-behavior analytics
- Embed security and responsible-AI controls including data encryption, access policies, lineage tracking, explainability and bias monitoring
- Contribute reusable platform components such as feature stores, model registries, and experiment-tracking libraries
- Perform exploratory data analysis and feature ideation on complex datasets
- Partner with data scientists to prototype and benchmark algorithms and co-own model-performance KPIs
- Establish platform strategy and define technical standards
- Partner with DevOps, Security, Compliance and Product teams to deliver enterprise-grade AI developer experience

Additional Responsibilities
- Translate complex technical

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