Sumo Logic’s vision is to make the world's digital experiences reliable and secure.
Senior Machine Learning Engineer
Location
United States
Posted
11 days ago
Salary
Not specified
Job Description
Job Requirements
- B.Tech, M.Tech, or Ph.D. in Computer Science, Data Science, or a related field.
- 4-6 years of hands-on industry experience with demonstrable ownership and delivery.
- Strong understanding of machine learning fundamentals, data pipelines, and model evaluation.
- Proficiency in Python and ML/data libraries (NumPy, pandas, scikit-learn); familiarity with JVM languages is a plus.
- Working knowledge of LLM core concepts, prompt design, and agentic design patterns.
- Prior experience building and deploying AI agents or LLM applications in production.
- Familiarity with modern agentic AI frameworks (e.g., LangGraph, LangChain, CrewAI).
- Experience with ML infrastructure and tooling (PyTorch, MLflow, Airflow, Docker, AWS).
- Exposure to LLM Ops - infrastructure optimization, observability, latency, and cost monitoring.
- Strong communication skills and a passion for shaping emerging AI paradigms.
Benefits
- Compensation may vary based on a variety of factors, which include (but aren't limited to) role level, skills and competencies, qualifications, knowledge, location, and experience. In addition to base pay, certain roles are eligible to participate in our bonus or commission plans, as well as our benefits offerings and equity awards.
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