Product Manager

25 Minutes ago • 4 Years +
Product

Job Description

Sumo Logic is seeking a Senior Product Manager - CoreAI to lead the development of conversational AI experiences. This role involves shaping strategy, delivering LLM-powered copilots and intelligent agents, and collaborating with cross-functional teams. The manager will own the product lifecycle from ideation to launch, focusing on making complex tasks easier and more context-aware for technical users, ensuring safe, grounded, and valuable AI products at scale.
Must Have:
  • Own the entire product lifecycle for conversational copilots and agent-assist capabilities.
  • Translate strategic direction into actionable PRDs, user stories, and acceptance criteria.
  • Collaborate with AI/ML engineers and UX to refine prompts and optimize user interactions.
  • Define product strategy for agent-to-agent interactions and task orchestration.
  • Contribute to the development of an evaluation framework, including golden datasets and hallucination detection.
  • Partner with Engineering to implement guardrails, fallbacks, and safety rules for AI outputs.
  • Establish tolerance thresholds and reliability ranges for non-deterministic AI outputs.
  • Monitor product KPIs like adoption, retention, fallback frequency, latency, and quality scores.
  • Run regular data analysis to uncover user patterns and opportunities for iteration.
  • Support beta testing, issue triaging, and customer feedback synthesis.
  • Coordinate with Product Marketing and Enablement on rollout readiness.
  • 4+ years of experience in product management, ideally with AI/ML or enterprise SaaS.
  • Proven track record of understanding user pain and converting feedback into testable hypotheses.
  • Experience working on AI-powered tools, LLM copilots, or conversational agent experiences.
  • Familiarity with prompt engineering, grounding techniques (RAG), and LLM evaluation best practices.
  • Strong SQL skills and comfort with data-informed decisions.
  • Strong track record of managing roadmaps and executing cross-functional projects.
  • Bachelor's degree in Computer Science, Engineering, or a related field.

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Product Manager - CoreAI Sumo Logic is hiring a Senior Product Manager to help shape the future of conversational AI experiences across our platform. In this role, you'll help deliver LLM-powered copilots and intelligent agents that make complex tasks easier, faster, and more context-aware for technical users. You’ll collaborate with cross-functional partners across a globally distributed team—including engineering, design, data science, and fellow product managers. You’ll help us shape our high-level strategy into shipped features that are safe, grounded, and valuable to our customers. This is a hands-on, execution-focused role for someone who thrives on shipping high-quality AI products at scale.### What You Will Be Doing:* Own the entire product lifecycle - from research and ideation to execution, launch, and iteration for conversational copilots and agent-assist capabilities* Translate strategic direction into actionable PRDs, user stories, and testable acceptance criteria.* Collaborate with AI/ML engineers and UX to refine prompts, improve grounding, and optimize user interactions.* Define product strategy for agent-to-agent interactions and task orchestration, including delegation patterns, handoff protocols, and multi-agent coordination across the platform ecosystem.* Contribute to the development of an evaluation framework, including golden datasets, LLM quality scoring, and hallucination detection.* Partner with Engineering to implement guardrails, fallbacks, and safety rules to ensure responsible and evidence-backed AI outputs.* Establish tolerance thresholds and reliability ranges for non-deterministic AI outputs, defining what "good enough" means for different use cases and user contexts.* Monitor product KPIs like adoption, retention, fallback frequency, latency, quality scores, and usage telemetry* Run regular data analysis to uncover user patterns, pain points, and opportunities for iteration.* Support beta testing, issue triaging, and customer feedback synthesis for continuous improvement.* Coordinate with Product Marketing and Enablement on rollout readiness and go-to-market activities.### What You Bring:* 4+ years of experience in product management, ideally with exposure to AI/ML or enterprise SaaS environments.* Proven track record of deeply understanding user pain, running discovery, and converting ambiguous feedback into structured, testable hypotheses.* Experience working on AI-powered tools, LLM copilots, or conversational agent experiences.* Familiarity with prompt engineering, grounding techniques (RAG), and LLM evaluation best practices (e.g. LLM as a Judge ).* Data fluency: Strong SQL skills; comfortable with dashboards, retention funnels, guardrail metrics, and driving data-informed decisions.Strong track record of managing roadmaps and executing cross-functional projects with engineering, design, and AI teams.* Self-starter who thrives in fast-paced environments and adapts quickly to changing priorities.* Excellent communication skills, both written and verbal, with a proven track record of effectively engaging with customers and cross-functional teams.* Bachelor's degree in Computer Science, Engineering, or a related field

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