Senior Product Manager, AI Infrastructure (Managed Services)
Lightning AI
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This role on the market
2,449 open infrastructure roles across 348 companies are on ApplySarthi right now, most of them in Bengaluru (129), Hyderabad (25), Delhi NCR (12).
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What infrastructure roles keep asking for: AWS (30%), Python (30%), Observability (25%), Kubernetes (25%), System design (24%), Linux (19%), Terraform (19%), CI/CD (18%) — counted across their open postings here.
Product Manager jobs in the United States · Product Manager jobs in New York · Product Manager jobs in San Francisco · Remote Product Manager jobs · Observability jobs · Product management jobs · PyTorch jobs
Lightning AI has 47 open roles listed here.
- Senior Product Designer
- Enterprise Account Executive
- Senior Lead of Marketing Operations & MarTech
- Network Operations Center (NOC) Analyst
- VP of Strategic Finance
Counted across 14 company job boards, updated as roles open and close.
Preparing for this interview
Interviews for infrastructure roles keep coming back to AWS, Python, Observability, Kubernetes. Practise those questions before you sit with Lightning AI.
Questions you are likely to be asked
- Why do you want to join Lightning AI?
- What is your experience with Product management? Tell me one thing you learned the hard way.
- Walk me through a model you built, from the data to how it was used.
- How did you know your model was actually good, and not just good on your test set?
- Tell me about a time the data was messy or wrong. What did you do?
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Practise the Senior Product Manager, AI Infrastructure (Managed Services) at Lightning AI interview free →Who We Are
Lightning AI is the company behind PyTorch Lightning. Founded in 2019, we build an end-to-end platform for developing, training, and deploying AI systems—designed to take ideas from research to production with less friction.
Through our merger with Voltage Park, a neocloud and AI Factory, Lightning AI combines developer-first software with cost-efficient, large-scale compute. Teams get the tools they need for experimentation, training, and production inference, with security, observability, and control built in.
We serve solo researchers, startups, and large enterprises. Lightning AI operates globally with offices in New York City, San Francisco, Seattle, and London, and is backed by Coatue, Index Ventures, Bain Capital Ventures, and Firstminute.
The Way We Work
The people who thrive here are builders who move fast, communicate openly, take ownership, and continuously improve themselves, their teams, and our company. Here's what that looks like in practice:
- Move with Urgency: We move quickly, make thoughtful decisions, and keep momentum. We value action over perfection and learn by shipping.
- Take Ownership: We own outcomes, not just our individual work. We make decisions that move the company forward and follow through.
- Communicate Openly: We communicate directly, seek to understand, and create clarity for others. Honest conversations help us move faster together.
- Build Great Teams: We lead by example, empower others, and create healthy teams where people can do their best work.
- Raise the Bar: We're always improving ourselves. We learn from feedback, consistently challenge ourselves to grow, and focus on the work that matters most.
- Think Long-Term: We design for what's next. We create scalable systems, simplify complexity, and use AI and automation to amplify our impact.
What We’re Looking For
We’re looking for a Senior Product Manager, AI Infrastructure to help build a platinum-level NeoCloud: a premium AI cloud defined by exceptional performance, reliability, technical capabilities, and service.
You’ll partner closely with our services team to understand what customers need to run demanding AI workloads and translate those insights into a differentiated product strategy. You’ll develop a clear view of the market and the technical frontier, make strategic calls on where we invest, and work tightly with engineering to advance our architecture, platform capabilities, and offerings for priority verticals.
This role requires technical depth, strong commercial judgment, and the ability to turn an ambitious strategy into concrete product decisions. You’ll help define what a premium NeoCloud experience means—and deliver it across the platform and the services surrounding it.
You’ll report to our VP of Product, Neil Bhatt. This hybrid role is based in NYC or SF with a 2 day in the office requirement. We build in Flatiron (NYC) and SoMa (SF).
What You’ll Do
- Define our Neocloud strategy: Establish a clear product vision and roadmap grounded in customer needs, market opportunities, technical advances, and our strengths.
- Build alongside engineers: Partner closely with the managed services team to uncover recurring customer needs, identify gaps, and turn lessons from customer engagements into scalable platform capabilities.
- Understand the market and the frontier: Stay close to customers, emerging infrastructure technologies, and competitive offerings. Distinguish durable shifts from short-term trends and make clear recommendations on where we should lead, partner, or hold back.
- Shape architecture with engineering: Translate customer workloads and business priorities into technical requirements. Partner with engineering on architectural decisions and tradeoffs across performance, reliability, scalability, security, and cost.
- Deliver a premium customer experience: Define the capabilities and service standards customers should expect and partner with our Customers Experience team to deliver and enable that standard.
- Make disciplined investment decisions: Prioritize initiatives based on customer impact, differentiation, feasibility, and economics. Set measurable goals and use results to guide further investment.
- Own execution and outcomes: Drive initiatives from discovery through launch and adoption, with clear requirements, explicit tradeoffs, and accountability for results.
What You’ll Need
- 7+ years of product management experience, with meaningful experience in cloud infrastructure, developer platforms, or other technically complex products.
- An ownership mindset, a bias toward action, and openness to feedback and new evidence.
- AI-pilled with experience using agents to monitor the effectiveness of product enhancements and identify new opportunities.
- A track record of setting product direction and delivering capabilities that improve customer outcomes and business performance.
- The ability to engage deeply with engineering on architecture and technical tradeoffs while keeping customer value and business goals clear.
- Strong market and commercial judgment, including the ability to evaluate emerging technologies, competitive positioning, and opportunities across verticals.
- Analytical fluency and comfort defining success through measures such as workload performance, reliability, utilization, adoption, customer satisfaction, and unit economics.
- Clear communication and the ability to align engineering, services, and go-to-market teams around decisions and priorities.
Bonus Points
- Experience building a NeoCloud or GPU cloud offering, supporting large-scale training or inference workloads, or developing premium infrastructure services for enterprise customers.
We are committed to offering competitive compensation that reflects the value each team member brings to our mission. Final offers are based on factors such as experience, skills, geographic location, and role expectations. In addition to base salary, our total rewards package for eligible roles includes a discretionary bonus, a meaningful equity component, and comprehensive benefits.
Benefits and Perks
We offer a comprehensive and competitive benefits package designed to support our employees’ health, well-being, and long-term success:
- Comprehensive Health Coverage: Medical, dental, and vision coverage for employees and eligible dependents.
- Meaningful Equity: RSUs that give employees a stake in the company's long-term success.
- Retirement Savings: 401(k) matching (U.S.) and pension contributions (U.K.).
- Flexible Time Off: Unlimited PTO, company holidays, and floating holidays to support work-life balance.
- Paid Parental & Family Leave: Paid leave to support you and your family through life's important moments.
- Professional Development: Annual learning and development allowance to support your professional growth.
- Wellness Benefits: Wellness and work-from-home stipends to support your physical and mental well-being.
- Sabbatical Program: Four weeks of paid sabbatical leave after four years of service.
- Flexible Work: Flexible schedules and a hybrid work model for our office-based teams.
- In-Office Meals: Complimentary meals at our office hubs.
Benefits may vary by location, team, and role.
At Lightning AI, we are committed to fostering an inclusive and diverse workplace. We believe that diverse teams drive innovation and create better products. We provide equal employment opportunities to all employees and applicants without regard to race, color, religion, gender, sexual orientation, gender identity, national origin, age, disability, veteran status, or any other protected characteristic. We are dedicated to building a culture where everyone can thrive and contribute to their fullest potential.
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Listed on greenhouse · posted 2026-10-14. ApplySarthi collects openings and links to application pages; the role is advertised by Lightning AI, not by us.