onsite
Machine Learning Engineer III - Core Agents
ML Engineer
Senior ML Engineer focused on building and optimizing core agent systems, leveraging advanced embeddings, NLP, and information retrieval techniques to enhance agent orchestration and performance.
About the role
Key Responsibilities
- Design, develop, and deploy machine learning models for agent orchestration and decision-making.
- Engineer high‑performance embedding pipelines and indexing solutions to support real‑time information retrieval.
- Collaborate with cross‑functional teams to integrate ML components into production agent workflows.
- Conduct rigorous evaluation and benchmarking of models, iterating to improve accuracy and efficiency.
- Document architecture, code, and best practices for internal knowledge sharing.
Requirements
- 5+ years of experience in machine learning engineering, with a strong focus on NLP and embeddings.
- Hands‑on experience with large‑scale indexing and information retrieval systems.
- Excellent problem‑solving skills and ability to work in a fast‑paced, collaborative environment.
Skills
machine learningpythontensorflownlp