Product Manager
Loop · Bengaluru, Karnataka, India
- On site
- Full-time
- $150,000 / year
- Bengaluru, Karnataka, India
Job highlights
- Own AI-first healthcare product strategy and execution.
- Ship LLM-powered experiences and intelligent workflows.
- Collaborate with engineering, design, and data teams.
- Define AI system evaluation and performance benchmarks.
- Drive product decisions in ambiguous problem spaces.
About the role
Product Manager AI Healthcare
We are looking for Product Managers who are builders. People who can move from customer insight to shipped product quickly, and increasingly, through AI-native systems. You will own products across our enterprise and insurance platforms and help shape how AI augments healthcare, policy coverage, claims and support workflows, decision-making, and member experiences. This includes building agentic workflows, deploying LLM-powered systems, and designing products where software and AI work together seamlessly. This role reports to the Lead PM and requires a combination of product thinking, technical fluency, and execution ownership.
Responsibilities
- Own the vision, strategy, and execution of key products across Loop's enterprise and insurance platforms.
- Design and ship AI-first product experiences using LLMs, automation, and intelligent workflows.
- Move quickly from problem discovery to product shipping by building prototypes, experiments, and production features.
- Work directly with engineering, design, and data teams to deploy agentic workflows, automation, and AI-enabled decision systems.
- Define and run product experiments, evaluation frameworks, and model performance benchmarks.
- Align cross-functional stakeholders across sales, operations, medical teams, and customer success to build products that scale.
- Drive clarity and decision-making across competing priorities and ambiguous problem spaces.
Requirements
- 3-5 years of product management experience in fast-moving product environments.
- Strong builder's mindset. You ship products, not just manage backlogs.
- Experience working on technical platforms, internal tools, or complex workflow products.
- Comfortable working with AI systems, including LLMs, generative AI products, or automation-driven workflows.
- Understanding of how to evaluate and ship AI systems, including prompts, evaluation frameworks, model behavior, and product trade-offs.
- Ability to move from ambiguous problem spaces to clear product strategy and execution.
- Strong product intuition around UX, workflows, and customer experience.
- Strong written and verbal communication with the ability to articulate complex problems clearly.
Key skills/competency
- Product Management
- AI/ML
- LLMs
- Healthcare
- Product Strategy
- Product Execution
- Agentic Workflows
- User Experience
- Technical Fluency
- Cross-functional Alignment
Skills & topics
- Product Manager
- AI
- Healthcare
- LLM
- Product Strategy
- Product Execution
- Agentic Workflows
- Insurance Platforms
- Technical Platforms
- Generative AI
How to get hired
- Tailor your resume: Highlight AI, LLM, and healthcare product management experience.
- Showcase your builder mindset: Emphasize shipped products and execution ownership.
- Prepare for technical questions: Discuss AI systems, evaluation, and trade-offs.
- Demonstrate problem-solving: Articulate how you navigate ambiguity and drive decisions.
- Research Loop Health: Understand their AI-driven healthcare solutions and mission.
Technical preparation
Study LLM capabilities and prompt engineering.,Understand AI model evaluation frameworks.,Familiarize with workflow automation principles.,Review common healthcare data workflows.
Behavioral questions
Describe a complex AI product you shipped.,How do you handle ambiguous product requirements?,How do you collaborate with engineering teams?,Tell me about a time you drove product strategy.
Frequently asked questions
- What does a Product Manager at Loop Health do with AI?
- As a Product Manager at Loop Health, you will own and ship AI-first product experiences, including LLM-powered systems, agentic workflows, and automation, to enhance healthcare platforms.
- How much experience is needed for the Product Manager role at Loop Health?
- The role requires 3-5 years of product management experience, specifically in fast-moving environments and with technical platforms or complex workflows, comfortable with AI systems.
- What technical skills are important for a Product Manager at Loop Health?
- Technical fluency is key. You should be comfortable with AI systems, LLMs, generative AI, automation, and understand how to evaluate AI systems, including prompts and model behavior.
- How does Loop Health use AI in its products?
- Loop Health leverages AI to augment healthcare workflows, policy coverage, claims, support, decision-making, and member experiences through agentic workflows and LLM-powered systems.
- What is the reporting structure for a Product Manager at Loop Health?
- This Product Manager role reports directly to the Lead PM, working closely with engineering, design, and data teams.
- How does Loop Health ensure AI products are effectively evaluated?
- Product Managers at Loop Health define and run product experiments, evaluation frameworks, and model performance benchmarks to ensure effective AI system deployment.
- Can I apply for the Product Manager role if my experience is primarily in internal tools?
- Yes, experience working on technical platforms, internal tools, or complex workflow products is directly relevant and valued for this Product Manager position.
- What kind of product thinking is expected from a Product Manager at Loop Health?
- We expect strong product intuition around UX, workflows, and customer experience, with the ability to move from ambiguous problem spaces to clear product strategy and execution.