What recruiters scan for
- What you owned: a feature, a metric or a product area, stated clearly as your decision or the team's.
- Outcomes with metrics: adoption, retention, conversion, revenue, NPS or time saved, with a baseline.
- Evidence of customer discovery: interviews, usage data, support tickets or tests that shaped a decision.
- Prioritisation and trade-offs: what you chose not to build and why.
- Working relationships with engineering and design, and technical fluency (APIs, data, basic architecture).
Summary examples
MBA candidate with [N] years as [engineer/analyst/associate PM] at [company]. Shipped [feature] that raised [metric] by [X%] for [N] users. Seeking an associate product manager role in [domain].
Product-minded [role] with [N] years running [A/B tests/user research] on [product]. Cut onboarding drop-off from [A%] to [B%]. Targeting product roles where customer insight and data lead decisions.
Former founder or builder of [product] with [N] users and Rs [amount] in revenue. Owned roadmap, research and launch. Looking for a product role in [domain] where I can work with engineers and designers daily.
Skills to show
Core
Product discovery and user research · Roadmapping and prioritisation (RICE, impact vs effort) · Writing PRDs and user stories · Metrics design (north star, funnel, retention) · Experimentation and A/B testing · Go-to-market and launch basics · Pricing and monetisation basics · Stakeholder management with engineering and design
Tools
Jira or Linear · Figma (read and annotate) · SQL and basic analytics (Mixpanel, Amplitude, or Google Analytics) · Excel or Google Sheets for analysis · Notion or Confluence for specs · API and system-design basics
Soft
Customer empathy · Clear written communication · Influence without authority · Comfort with ambiguity · Saying no with reasons
Bullet bank
Replace each [placeholder] with your own facts. Keep only figures you can defend.
Discovery and decisions
- Interviewed [N] users and analysed [N] support tickets to find [problem]; prioritised [solution], which raised [metric] by [X%].
- Defined [north star/metric] and a funnel for [product]; found [step] lost [X%] of users and fixed it, improving conversion from [A%] to [B%].
- Chose to delay [feature] after sizing [N] affected users against [N] for [alternative]; redirected [N] sprints to the higher-impact work.
Shipping and execution
- Owned [feature] from spec to launch with a team of [N] engineers and [N] designers; released in [N] weeks and reached [N] users in the first month.
- Wrote [N] PRDs and managed a backlog of [N] items; sprint predictability rose from [A%] to [B%].
- Coordinated launch of [product/feature] with sales, support and marketing; [N] customers onboarded in [period].
Experimentation and growth
- Ran [N] A/B tests on [onboarding/checkout/pricing]; winning variants lifted [metric] by [X%].
- Redesigned onboarding for [N] new users a month; 7-day retention rose from [A%] to [B%].
- Introduced [referral/notification/pricing] mechanism that added [N] users and Rs [amount] in revenue within [period].
Data, quality and operations
- Built a product dashboard in [tool] tracking [N] metrics, adopted by [N] teams for weekly reviews.
- Reduced support tickets about [issue] by [X%] after redesigning [flow] and adding [help content].
- Led post-launch reviews for [N] releases, logging [N] learnings that changed the next quarter's roadmap.
Projects worth showing
- A product you built and shipped, even small (an app, a tool, a plug-in), with users, usage data and what you learned.
- A product teardown of a known app: user problem, metrics, 3 improvements prioritised with reasoning and a test plan.
- A discovery project with 10 or more real user interviews and a clear synthesis of what you would build first.
- A hackathon or case-competition product with a prototype, a metric target and a launch plan.
Certifications
- Professional Scrum Product Owner I (PSPO I), Scrum.org
- Certified Scrum Product Owner (CSPO), Scrum Alliance
- Product Manager Certification (PMC), Product School
- Google UX Design Professional Certificate, Google (on Coursera)
- Google Analytics certification, Google (Skillshop)
Product hiring weighs shipped work and judgment far above certificates. Confirm current names, costs and availability on each issuer's site before listing.
Mistakes to avoid
- Listing features 'worked on' without your role, the problem, the result or the metric.
- Describing the team's output as your own. State what you owned and what you influenced.
- Metrics without baselines, or lifts without the sample or period.
- No sign of customer contact. Add one line on interviews, tests or usage data.
- A skills list heavy on frameworks (RICE, OKRs) and light on decisions made with them.
- No technical fluency. Mention SQL, APIs or system understanding if you have it.
Sample one-page resume
Fictional candidate. All names, employers, figures and contact details are invented for illustration.
Education
Example Business School (fictional)2025 - 2027 (expected)
MBA
CGPA [X.X]/10. Product club lead.
Example Institute of Technology (fictional)2018 - 2022
B.Tech, Information Technology
First class with distinction.
Experience
Example Fintech Pvt Ltd (fictional)May 2026 - Jul 2026
Summer Intern, Product Management, Bengaluru
- Interviewed 22 small-business users and analysed 300 support tickets; found invoice follow-ups were the top pain point.
- Wrote the PRD for automated payment reminders; shipped to 2,000 pilot users, cutting average payment delay from 17 to 12 days.
- Set up a funnel dashboard that showed a 31 percent drop at the bank-link step; the redesign recovered 9 points.
Example Software Solutions Pvt Ltd (fictional)Jul 2022 - Jun 2025
Software Engineer, then Associate Product Manager, Pune
- Shipped 3 mobile onboarding releases for an app with 150,000 users; 7-day retention rose from 28 to 34 percent.
- Ran 11 A/B tests on onboarding and checkout; winning variants lifted conversion from 5.2 to 6.4 percent.
- Reduced support tickets about login by 40 percent after redesigning the flow and adding in-app help.
Projects
Built and launched [study planner app]
1,200 student users in 3 months; 35 percent weekly active; shipped 6 releases from user feedback.
Product teardown: [Indian food delivery app]
Prioritised 3 improvements using RICE; proposed a test plan with metrics and sample sizes.
Skills
core: Product discovery, Prioritisation, PRDs, Experimentation | tools: SQL, Mixpanel, Figma, Jira, Excel | languages: English, Hindi, Marathi
Extracurriculars
- Product club lead: ran 6 teardown sessions for 70 members.
- Mentor at a coding bootcamp for school students.
- Plays acoustic guitar; performs at college events.