Industrial AI Scientist, Platform (On-site Bay Area)

Avathon; Pleasanton (CA); On-site; USD 160,000 - 240,000; Full time

Job summary

Avathon seeks an AI Scientist to advance Normal Behavior Models, a computational knowledge graph, and AI agents across its platform. You will work with platform engineering to move models from research to production, improving capabilities used by multiple products.

Role emphasizes data quality, time series analysis, and graph learning, with a strong focus on shipping scalable ML solutions in a fast-growing Bay Area startup environment.

Qualifications

• PhD or MS with significant industry experience in ML.
• Strong foundation in ML with depth in time series/anomaly detection or graphs/LLMs.
• Experience shipping ML capabilities across products/customers.

Responsibilities

• Improve Normal Behavior Models and anomaly detection for time series and event data across industries.
• Build methods for data quality and gap filling on industrial data.
• Evaluate and adapt time series and multimodal foundation models for industrial use.
• Build methods for ontology discovery and mapping data into the knowledge graph.

Skills

Python

ML stack

Time series

Anomaly detection

Knowledge graphs

LLMs

Agents

Production ML

Education

PhD in Computer Science

MS with 5+ years experience

Tools

PyTorch

Hugging Face

LLM frameworks

Job description

Avathon seeks an AI Scientist to advance Normal Behavior Models, a computational knowledge graph, and AI agents across its platform. You will work with platform engineering to move models from research to production, improving capabilities used by multiple products.

Role emphasizes data quality, time series analysis, and graph learning, with a strong focus on shipping scalable ML solutions in a fast-growing Bay Area startup environment.