About the role
Senior Product Manager – Platform Efficiency & COGS
About the Role
As a Senior Product Manager for Platform Efficiency, you will drive continual “cost to value” alignment by delivering the product features and platform enhancements that ensure durable efficiency of scale. You will sit at the intersection of Product, Engineering, FinOps, and Pricing - responsible for the architectural efficiency and gross margin health of our global SaaS analytics platform.
Sumo Logic processes hundreds of terabytes of data daily. Your mission is to ensure that as we scale, our infrastructure costs stay lean and our platform remains a performant, competitive, and high-margin engine. You will own the strategy for optimizing data ingestion, storage, networking, and compute costs while simultaneously improving the platform’s performance and reliability.
Key Responsibilities
- COGS Strategy & Roadmap: Own the end-to-end roadmap for platform efficiency. Identify, prioritize, and execute initiatives that reduce cost-to-serve without compromising customer experience or SLAs. Own product strategy to focus on customer margins across multiple Sumologic revenue products
- Infrastructure Optimization: Collaborate with Core Platform and Site Reliability Engineering (SRE) teams to optimize resource allocation across Kubernetes, Kafka, and AWS services (S3, DynamoDB, EC2).
- Cost Observability: Partner with FinOps to ensure internal "Cost Observability" dashboards inform continual efficiency improvements. Use data to identify "hot spots" in our AWS/Cloud infrastructure and drive targeted architectural shifts.
- Product Improvement Lifecycle: Translate complex technical bottlenecks into actionable PRDs. Define "Definition of Done" for efficiency projects, focusing on metrics like Cost per GB Ingested and Cost of Query engine, CPU utilisation of engineering assemblies.
- Cross-Functional Leadership: Coordinate across Finance, UX, and Engineering stakeholders to deliver cost optimized solutions that meet the needs of customers as well as the financial goals of the business. Clearly articulate the financial impacts of technical debt and infrastructure modernization to executive stakeholders.
- Vendor & Cloud Management: Work with cloud providers and 3rd party vendors to optimize licensing, reserved instances, and usage-based billing models.
What We’re Looking For
- Technical Depth: You have a solid understanding of cloud-native architectures, distributed systems, and microservices. Experience with AWS cost structures and FinOps principles is a major plus.
- Data-Driven Mindset: You are a power user of data analytics tools and have a strong hold on cost and numbers. You don’t just report data; you find the "why" behind the numbers to drive strategic pivots.
- SaaS Savvy: 5+ years of PM experience, ideally in a technical platform role within an Enterprise SaaS environment (Log Analytics, Observability, or Cybersecurity).
- Execution Focus: Proven track record of taking high-level efficiency goals and breaking them down into testable hypotheses and delivered features.
- Communication: Ability to explain the ROI of a "refactoring project" to a non-technical stakeholder just as clearly as you can discuss API rate-limiting with a Principal Engineer.
Pricing Knowledge: Experience with pricing, units of measure, and cost modeling.
Technical Toolkit (Nice to Have)
- Experience with Big Data technologies (Lucene, Parquet, Spark).
- Familiarity with billing and provisioning systems (e.g., Zuora).
- Understanding of OpenTelemetry (OTel) and its impact on data pipeline efficiency.
Why Join Sumo Logic?
You will be working on one of the largest scale data problems in the industry. Your work directly impacts the company’s bottom line and determines our ability to innovate by freeing up capital for new product investments.
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 readiness—combining 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 www.sumologic.com.
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Aplyr's read
Sumo Logic specializes in cloud-native machine data analytics, attracting tech-savvy professionals focused on real-time application performance and security insights.
What's promising
- •Sumo Logic offers a robust platform for real-time data insights, crucial for modern businesses.
- •The company is cloud-native, aligning with current industry trends towards cloud-first strategies.
- •It has a diverse range of roles, indicating growth and opportunities in various fields.
What to watch
- •The competitive landscape in cloud data analytics is intense, posing challenges for differentiation.
- •Rapid technological changes require continuous adaptation and innovation, a potential strain on resources.
- •Dependence on cloud infrastructure can expose the company to security and compliance risks.
Why Sumologic
- •Sumo Logic's platform integrates machine data analytics with real-time insights, enhancing operational efficiency.
- •The cloud-native approach ensures scalability and flexibility in data management.
- •It focuses on both application performance and security, offering a dual advantage to clients.
Aplyr’s read is generated by AI from public sources. Was it useful?
About Sumologic
Sumo Logic is a cloud-native machine data analytics platform that provides real-time insights into application performance and security.
