AI Scientist, Platform — Industrial AI & Knowledge Graph

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

Job summary

Avathon is seeking an AI Scientist to advance shared AI capabilities across planning, logistics, PLM, asset performance and machine vision. You will help enhance normal behavior models, develop a Computational Knowledge Graph, and support a Model Hub and AI agents that reason over the system.

You will work within Product Engineering to move models from research to production, collaborating with platform teams on model serving, monitoring and cost considerations, and communicating results to

Qualifications

• PhD or MS with significant research and production ML experience.
• Strong foundation in ML with depth in time series, graphs or LLMs.
• Experience shipping ML/AI capabilities across products or customers.

Responsibilities

• Improve core AI capabilities across planning, logistics, PLM, asset performance and vision.
• Build ontology and graph-enabled data integration and agent queries with guardrails.
• Collaborate with platform team to productionize models and document results for customers.

Skills

Python

PyTorch

Hugging Face

LLMs

Knowledge graphs

Graph learning

Time series

Anomaly detection

Agents

Education

PhD in Computer Science / Machine Learning / Statistics or related

MS with 5+ years industry experience

Tools

Palantir

C3 AI

Databricks

Google Cloud

AWS

Microsoft Azure

Job description

Avathon is seeking an AI Scientist to advance shared AI capabilities across planning, logistics, PLM, asset performance and machine vision. You will help enhance normal behavior models, develop a Computational Knowledge Graph, and support a Model Hub and AI agents that reason over the system.

You will work within Product Engineering to move models from research to production, collaborating with platform teams on model serving, monitoring and cost considerations, and communicating results to