Senior Machine Learning Engineer

Senior Machine Learning Engineer I

The proliferation of machine log data has the potential to give organizations unprecedented real-time visibility into their infrastructure and operations. With this opportunity comes tremendous technical challenges around ingesting managing and understanding high-volume streams of heterogeneous data

As a Machine Learning Engineer youll build the intelligence behind the next generation of agentic AI systems that reason over massive heterogeneous log data. Youll combine machine learning prompt engineering and rigorous evaluation to create autonomous AI agents that help organizations understand and act on their data in real time.

Youll be part of a small high-impact team shaping how AI agents understand complex machine data. This is an opportunity to work on cutting-edge LLM infrastructure and contribute to defining best practices in context engineering and AI observability.

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.

Required Qualifications

Desired Qualifications

About Us

Sumo Logic Inc. helps make the digital world secure fast and reliable by unifying critical security and operational data through its Intelligent Operations Platform. Built to address the increasing complexity of modern cybersecurity and cloud operations challenges we empower digital teams to move from reaction to readinesscombining agentic AI-powered SIEM and log analytics into a single platform to detect investigate and resolve modern challenges. Customers around the world rely on Sumo Logic for trusted insights to protect against security threats ensure reliability and gain powerful insights into their digital environments. For more information visit .

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Required Experience :

Senior IC

Key Skills

Industrial Maintenance,Machining,Mechanical Knowledge,CNC,Precision Measuring Instruments,Schematics,Maintenance,Hydraulics,Plastics Injection Molding,Programmable Logic Controllers,Manufacturing,Troubleshooting

Employment Type : Full Time

Experience : years

Vacancy : 1