Research Scientist, AI Observability & Production ML

AnoSys Technologies, Inc; Los Angeles (CA); On-site; USD 120,000 - 160,000; Full time

Job summary

AnoSys Technologies, Inc is seeking a Research Scientist to develop novel algorithms for anomaly detection in AI systems. The role requires collaborating closely with engineers to integrate models into the platform and includes evaluating LLM quality and working with large telemetry datasets.

Candidates should have a MS or PhD in relevant fields, a strong publication record, and proficiency in statistical methods along with Python and ML frameworks.

Qualifications

• Strong publication record or demonstrated research output in relevant fields.
• Proficiency in taking models from research to production-grade systems.
• Deep familiarity with statistical methods and evaluation methodology.

Responsibilities

• Research and develop novel approaches to anomaly detection in AI systems.
• Design evaluation frameworks for LLM quality and performance consistency.
• Analyze large-scale telemetry datasets to inform product direction.

Skills

Anomaly detection

Causal inference

Statistical analysis

Python

Machine learning frameworks

Education

MS or PhD in Computer Science, Machine Learning, Statistics, Applied Mathematics

Tools

PyTorch

TensorFlow

Spark

BigQuery

Pandas

Job description

AnoSys Technologies, Inc is seeking a Research Scientist to develop novel algorithms for anomaly detection in AI systems. The role requires collaborating closely with engineers to integrate models into the platform and includes evaluating LLM quality and working with large telemetry datasets.

Candidates should have a MS or PhD in relevant fields, a strong publication record, and proficiency in statistical methods along with Python and ML frameworks.