Sumo Logic · 23 hours ago
Machine Learning Engineer
United States
Full-time
Remote
Mid, Senior Level
$148K/yr - $173K/yr
2+ years expSumo Logic, Inc. helps make the digital world secure, fast, and reliable by unifying critical security and operational data through its Intelligent Operations Platform. As a Machine Learning Engineer, you will build the intelligence behind AI systems that reason over massive log data, working on cutting-edge infrastructure and contributing to best practices in AI observability.
AnalyticsBig DataCloud Data ServicesEnterprise SoftwareSaaS
No H1B
Responsibilities
Design, implement, and optimize agentic AI components, including context engineering, memory management, and prompts
Develop and maintain golden datasets by defining sourcing strategies, working with data vendors, and ensuring quality and representativeness at scale
Prototype and evaluate novel prompting strategies and reasoning chains for model reliability and interpretability
Collaborate cross-functionally with product, data, and infrastructure teams to deliver end-to-end AI-powered insights
Operate autonomously in a fast-paced, ambiguous environment - defining scope, setting milestones, and driving outcomes
Ensure reliability, performance, and observability of deployed agents through rigorous testing and continuous improvement
Maintain a strong bias for action—delivering incremental, well-tested improvements that directly enhance customer experience
Qualification
Required
B.Tech, M.Tech, or Ph.D. in Computer Science, Data Science, or a related field
2-5 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
Strong communication skills and a passion for shaping emerging AI paradigms
Preferred
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
Benefits
Bonus or commission plans
Benefits offerings
Equity awards
Company
Sumo Logic
Sumo Logic is a provider of cloud-based machine data analytics that enables reliable and secure cloud-native applications.
501-1000 employees
Funding
Current Stage
Public CompanyTotal Funding
$340MKey Investors
Battery VenturesSapphire VenturesDFJ Growth
2023-02-09Acquired
2020-09-16IPO
2019-05-08Series G· $110M
Leadership Team
Stewart Grierson
Chief Financial Officer
Aaron Feigin
Chief Communications & Brand Officer
Recent News
2026-01-07
Finsmes
2025-12-31
Company data provided by crunchbase