Senior Applied Scientist - Agentic Observability & Infra

Amazon; Nashville (TN); Vor Ort; USD 159.000 - 215.000; Vollzeit

Benefits dieser Stelle

Health insurance

RSUs

401(k) matching

Paid time off

Zusammenfassung

Amazon's Infrastructure Reliability team seeks a Senior Applied Scientist to invent agentic observability solutions at scale. You will define the scientific direction, build real-time analytics, and drive automated remediation across network, compute, and service layers.

You will partner with engineers, product managers, and network teams to translate science into production systems, delivering high availability and resilience for Amazon's critical infrastructure.

Qualifikationen

• 3+ years of building machine learning models for business applications.
• PhD or Master’s with 6+ years of applied research experience.
• Experience programming in Java, C++, Python or related language.
• Experience with neural deep learning methods and machine learning.

Aufgaben

• Define and own the science vision for agentic observability and translate into research and engineering roadmaps.
• Build ML and agentic AI systems to detect, classify, and correlate infrastructure anomalies at scale.
• Design models for event correlation, root cause analysis, and predictive failure detection.
• Own the agentic architecture for automated observability workflows and multi-agent orchestration.
• Define datasets and evaluation methodologies for training and benchmarking detection systems.
• Stay hands-on: write production-quality code and build core components for deployment.
• Mentor scientists and engineers and represent the team in internal and external forums.
• Collaborate with engineers and product managers to ground science in real-world needs.

Kenntnisse

Java

C++

Python

Machine learning

Deep learning

Time-series analysis

Anomaly detection

Graph ML

LLMs

Ausbildung

PhD, or Master's degree with 6+ years of applied research

Tools

R

scikit-learn

Spark MLLib

MxNet

TensorFlow

numpy

scipy

Jobbeschreibung

Amazon's Infrastructure Reliability team seeks a Senior Applied Scientist to invent agentic observability solutions at scale. You will define the scientific direction, build real-time analytics, and drive automated remediation across network, compute, and service layers.

You will partner with engineers, product managers, and network teams to translate science into production systems, delivering high availability and resilience for Amazon's critical infrastructure.