Growth Engineering – Ship Experiments That Drive Real Impact
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Learn how growth engineering differs in goals, mindset, and workflows…
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Description
Growth Engineering – Ship Experiments That Drive Real Impact

Learn how to ideate, experiment, and implement growth strategies that drive real impact as a growth engineer
Course overview
How Growth Engineers Become a Real Catalyst for Product Growth
A decade ago, growth engineering didnāt really exist. Companies leaned heavily on marketing and paid acquisition to drive user growth. But that changed when companies like Facebook and Pinterest started to pioneer a new model: using product-driven, algorithmic experiments to accelerate growth directly from the product itself.
š Today, growth engineering is a powerful leverābut still not well understood. Many engineers entering the space face challenges like:
ā Understanding the key differences betweenĀ growth and traditional product engineering
ā Knowing how toĀ design and run experimentsĀ that actually move the needle
ā Figuring out whatĀ dataĀ to collect and whichĀ metricsĀ truly matter
ā Learning how to thinkĀ beyond executionĀ and operate like aĀ full-stack growthĀ owner
š In this course,Ā Vaibhav and SriramĀ draw from years of experience at LinkedIn, Coinbase, Opendoor, Postman, and other top startups to help engineers:
ā Master theĀ fundamentalsĀ of growth engineering
ā RunĀ experimentsĀ effectively using real tools and provenĀ frameworks
ā Build the rightĀ instrumentationĀ to track meaningful metrics
ā Operate with ownership, turningĀ ideasĀ into experiments and experiments intoĀ results
ā WHO WILL MOST BENEFIT FROM THIS COURSE:
ā Engineers curious about what growth engineering actually involves š¤
ā Builders who want to go beyond coding and drive business impact š§
ā Anyone excited to learn experimentation frameworks and tools š§Ŗ
ā Engineers looking to grow their product, team, and career š
ā WHO THIS IS NOT FOR:
ā Folks looking for deep dives into specific ā growth channels like SEO or paid marketing
ā Engineers focused on platform, infra, or non-growth technical domains
ā Someone building company-specific growth strategies without hands-on implementation
Who is this course for
03Ā GrowthĀ EngineeringĀ ManagersĀ whoĀ areĀ lookingĀ forĀ bestĀ practicesĀ andĀ waysĀ toĀ enableĀ theirĀ engineersĀ forĀ success
What youāll get out of this course
Understand the core principles that make growth engineering different from traditional product engineering
Learn how growth engineering differs in goals, mindset, and workflowsāso you can approach product challenges with a growth-first perspective that drives outcomes, not just features.
Learn how to design, run, and analyze experiments that drive measurable product and business impact
Master the art of building experiments end to endāfrom ideation to shipping to analysisāand use those learnings to move key metrics meaningfully.
Get hands-on with real-world tools and techniques used by top growth teams at companies like Postman, Opendoor & Coinbase
Explore frameworks, workflows, and tools actually used in production environmentsāno fluff, just proven methods from growth teams at scale.
Develop a data-first mindset and learn how to instrument, track, and act on key growth metrics
Learn what to track, how to track it, and how to translate data into actionable insights that lead to better decisions and faster iteration.
Build the confidence to go beyond execution and ideate impactful growth opportunities from scratch
Learn how to connect product sense, user behavior, and data to identify high-leverage growth opportunitiesāthen turn those into experiments.
Join a community of like-minded engineers focused on building, learning, and growing through experimentation
Be part of a cohort of growth-minded builders who are learning by doing, sharing insights, and growing together in a hands-on, collaborative setting
Course syllabus
Week 1
Foundations of Growth Engineering
Understand how growth engineering differs from product engineering. Learn to balance speed and quality, make smart trade-offs, use reusable patterns, write defensive code, and deeply understand your product to move fast without breaking things.
- š Welcome and introductions
- š Master the fundamentals of Growth<>Engineering
- āļø Course homework
- š Resources
- JunĀ 9Ā Mastering Growth Fundamentals
Experimentation That Drives Impact
Learn how to design and run high-quality experiments that lead to confident decisions. Youāll gain a deep understanding of what makes an experiment reliable, how to avoid common pitfalls, and how to use the right tools and frameworks to drive real product growth.
- āļø Hands on experimentation project
- JunĀ 12Ā Experimentation That Drives Impact
Week 2
From Data to Decisions
Learn how to instrument the right data on both client and server, build funnels with tools like Amplitude, identify key metrics, and turn insights into strong hypotheses. Youāll use prioritization frameworks like RICE to confidently decide what to build next.
- JunĀ 17Ā From Data to Decisions
Scaling Yourself and Your Impact
Learn how to grow beyond execution and become a strategic force on your team. Explore ways to expand your scope, build technical vision, and deepen expertise in key growth areas. Gain tools to increase your influence across functions and lead with clarity and conviction.
- JunĀ 19Ā Scaling Yourself and Your Impact
Meet your instructor

Vaibhav Aggarwal
Growth Engineering Leader (Coinbase, ex-LinkedIn, ex-MyFitnessPal)
- Seasoned growth engineering leader with experience buildingĀ zero-to-oneĀ growth systems and teas, taking themĀ one to N, andĀ product-led growth.
- Expertise in building subscriptions, notifications, referrals, incentives and core product
- Currently, leading Growth Engineering for Coinbase
- Previously led the onboarding, retention and consumption experiences for LinkedIn Learning.
- Culture carrier for UXR, data-driven decision making, experimentation and building delightful UX.

Sriram Sridharam
Growth Engineering Leader (Postman, ex-Opendoor)
SriramĀ leads Growth Engineering atĀ PostmanĀ (Series D, 25M+ developers), driving initiatives across the entire funnelāfrom activation and paid conversion to expansion and monetization. Prior to that, he led Growth Engineering atĀ Opendoor, where he was responsible for seller growth and played a key role in scaling its growth engine through the companyās IPO and beyond. Heās an active contributor to the growth engineering community, collaborating with leaders across the industry to help shape and advance the field.
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