Data Analyst & Operations Product Manager at Foyforyou · Mumbai · 1 - 3 years · ₹2L - ₹15L / yr · Bootstrapped · Posted 10 Mar 2026

Product Manager (Data & Operations)
Experience: 2+ years
Must-Have: Candidate must have prior experience in a product-based company
Role Summary
We are looking for a highly analytical Product Manager to drive business growth through data analysis, operational efficiency, and structured experimentation.
This role will focus on identifying growth opportunities, reducing operational inefficiencies, improving unit economics, and building strong reporting systems across the ecommerce and AI-led product ecosystem.
You will work closely with Engineering, Marketing, Catalog, Operations, Finance, and Data teams to ensure decisions are backed by data and execution is operationally strong.
Key ResponsibilitiesData Analysis & Business Insights
- Own end-to-end funnel analysis (Impressions → CTR → ATC → Checkout → Purchase → Repeat)
- Identify drop-offs, leakages, and revenue gaps using SQL, GA, Clevertap
- Perform cohort analysis (new vs repeat, prepaid vs COD, personalized vs non-personalized users)
- Track and improve core metrics:
- Conversion Rate
- GMV & Revenue
- AOV
- Repeat Rate
- Cancellation & RTO %
- Margin contribution
- Build and maintain weekly/monthly dashboards for leadership visibility
- Translate raw data into clear, actionable insights
Operational Excellence
- Identify operational bottlenecks impacting conversion and fulfillment
- Analyze cancellation drivers & reduce COD RTO risk
- Improve payment success rates and checkout efficiency
- Work with logistics teams to optimize delivery timelines
- Collaborate with catalog & brand teams to improve SKU performance
- Monitor inventory health, sell-through rate, and stock rotation
- Drive pricing and margin optimization initiatives
Experimentation & Performance Improvement
- Run structured A/B tests to improve funnel performance
- Define clear hypotheses, success metrics, and impact measurement
- Analyze experiment results and recommend rollouts
- Build scalable processes for experimentation cadence
Cross-Functional Execution
- Convert insights into PRDs and operational roadmaps
- Partner with engineering for sprint-based delivery
- Align marketing, catalog, and operations on metric ownership
- Ensure every feature launch has measurable business KPIs
Must-Have Skills
- Strong analytical mindset and comfort with large datasets
- Advanced Excel / Google Sheets
- Strong SQL proficiency (mandatory)
- Experience with GA, Clevertap, Mixpanel or similar tools
- Experience working on ecommerce funnels
- Understanding of unit economics (GMV, margins, CAC, LTV)
- Strong problem-solving and structured thinking
Bonus Skills
- Experience in ecommerce marketplace or D2C
- Experience working with logistics, payments, or inventory systems
- Exposure to AI-led recommendation systems
- Experience building business dashboards
What Success Looks Like (First 6 Months)
- Clear dashboard visibility across all core business metrics
- 10–15% improvement in funnel conversion
- Reduction in cancellation & RTO rates
- Improved operational turnaround time
- Data-backed roadmap prioritization

About Foyforyou
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About Us
We believe the future of software development is AI-native — where engineers operate at a higher level of abstraction and quality remains non-negotiable.
Incubyte is a software craft consultancy where the “how” of building software matters as much as the “what”.
We partner with companies of all sizes, from helping enterprises build, scale, and modernize to early-stage founders bringing their ideas to life.
Our engineers operate in an AI-native development model, using AI as a collaborator across the SDLC to accelerate development while upholding the discipline of software craftsmanship. Guided by Software Craftsmanship and Extreme Programming practices, we build reliable, maintainable, and scalable systems with speed, without compromising quality. If this way of building software resonates with you, we’d like to talk.
Our Guiding Principles
These principles define how we work at Incubyte. They are non-negotiable.
Relentless Pursuit of Quality with Pragmatism
We build high-quality systems without losing sight of delivery.
Extreme Ownership
We take responsibility end-to-end for decisions, execution, and outcomes.
Proactive Collaboration
We collaborate closely, challenge each other, and solve problems together.
Active Pursuit of Mastery
We continuously improve our craft and raise our bar.
Invite, Give, and Act on Feedback
We seek, give, and act on feedback to get better every day.
Ensuring Client Success
We act as trusted partners and focus on real outcomes, not just output.
Job Description
This is a remote position.
Our Core Value
- Client Success: Our clients’ success is our success
- Extreme Ownership: We own our work and its outcomes fully
- Proactive Collaboration: Teamwork elevates us all
- Quality with Pragmatism: We aim for excellence with a focus on practical solutions
- Effective Feedback: Honest, constructive feedback fosters improvement
- Proactive Collaboration: Teamwork elevates us all
Experience Level
We're looking for a seasoned Product Manager with at least 4 years of experience building user-centric products. You should be a "product craftsperson" who can demonstrate a history of driving tangible, impactful results
Role Overview
As a Product Manager, you will be responsible for the entire product lifecycle, from initial concept to launch and beyond. You'll act as the central hub, working with stakeholders and clients to define product roadmaps and success metrics.
A key part of your role will be to deeply understand customer and business needs and translate them into clear, actionable requirements for the development team. You will own the product backlog, analyze performance data to identify opportunities, and partner closely with design and engineering to ensure successful execution
Key Responsibilities
- Product Strategy & Execution: You will define and document product requirements, create and maintain a prioritized backlog, and ensure business needs are met throughout the design, development, and delivery phases.
- Data-Driven Decision Making: You will use your strong analytical and problem-solving skills to gather, analyze, and interpret data to prove or disprove hypotheses and guide product evolution. Expertise in Excel and SQL is essential for this.
- Stakeholder & Client Management: You will communicate with internal and external teams, including clients, to manage expectations, present product status, and gather feedback. Strong consultative, listening, and presentation skills are crucial.
- Cross-Functional Collaboration: You will coordinate with various teams—including design, engineering, sales, and support—to build, manage, and evolve the product. A solid understanding of software engineering concepts will help you drive product strategy effectively
Requirements
What We're Looking For
- Product Mindset: You'll be a central figure, coordinating with various teams to build and support the product
- Agile Experience: You must have experience working within Agile and Extreme Programming methodologies in a continuous deployment environment
- Technical Acumen: You should have a solid understanding of software engineering concepts to help drive product strategy
- Exceptional Communication: You should have strong consultative, listening, and presentation skills to effectively communicate with clients and stakeholders
- Analytical and Problem-Solving Skills: We need someone with a strong ability to understand complex business environments and to dive into data using Excel and SQL to derive meaningful insights.
- Attention to Detail: You will need to create clear and precise product documentation and assist in the sales and pre-sales process
Benefits
What We Offer
- Dedicated Learning & Development Budget: Fuel your growth with a budget dedicated solely to learning.
- Conference Talks Sponsorship: Amplify your voice! If you’re speaking at a conference, we’ll fully sponsor and support your talk.
- Cutting-Edge Projects: Work on exciting projects with the latest AI technologies
- Employee-Friendly Leave Policy: Recharge with ample leave options designed for a healthy work-life balance.
- Comprehensive Medical & Term Insurance: Full coverage for you and your family’s peace of mind.
- And More: Extra perks to support your well-being and professional growth.
Work Environment
- Remote-First Culture: At Incubyte, we thrive on a culture of structured flexibility — while you have control over where and how you work, everyone commits to a consistent rhythm that supports their team during core working hours for smooth collaboration and timely project delivery. By striking the perfect balance between freedom and responsibility, we enable ourselves to deliver high-quality standards that our customers recognize us by. With asynchronous tools and a push for active participation, we foster a vibrant, hands-on environment where each team member’s engagement and contributions drive impactful results.
- Work-In-Person: Twice a year, we come together for two-week sprints to collaborate in person, foster stronger team bonds, and align on goals. Additionally, we host an annual retreat to recharge and connect as a team. All travel expenses are covered.
- Proactive Collaboration: Collaboration is central to our work. Through daily pair programming sessions, we focus on mentorship, continuous learning, and shared problem-solving. This hands-on approach keeps us innovative and aligned as a team.
Incubyte is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
Key Responsibilities
Define product strategy, roadmap, and product development plans.
Conduct market and competitor analysis to identify new opportunities.
Drive product adoption, customer experience, conversion, and business growth.
Work with UX/UI, Engineering, Marketing, Operations, and Customer Support teams.
Track product performance using
Google Analytics and other analytics tools
.
Analyze customer feedback and data to drive product improvements.
Manage product launches, integrations, documentation, and internal training.
Identify opportunities for innovation, revenue growth, and product enhancement.
Requirements
Experience in
Product Management
, preferably within Travel/OTA/TravelTech.
Strong understanding of product strategy, roadmap, analytics, and execution.
Experience with
Google Analytics/product analytics tools
.
Strong communication, problem-solving, and stakeholder management skills.
Ability to manage multiple projects in a fast-paced environment.






