Explore and Exploit Career Strategy
Explore widely with a thesis early, then exploit a role for the specific learnings your next goal needs.
- Difficulty
- Moderate
- Time to result
- ~months to results
- Steps
- 4
- Confidence
- 90%
A model for navigating a career by consciously choosing which mode you're in: explore (testing unknowns to find what fits) or exploit (going deep on something rich you've found). Early career skews heavily to exploration done with a hypothesis; later, you deliberately exploit a role for targeted learnings rather than chasing the biggest title.
Origin
Ada Chen Rekhi applies the explore/exploit tradeoff — a concept from growth and reinforcement-learning contexts — to career strategy, drawing on her own path from an entry-level Microsoft sales job to SVP of Marketing at SurveyMonkey in about seven years.
Core principles
- 01Early career has little downside, so bias hard toward exploration
- 02Explore with a thesis and a growth mindset — each move tests a hypothesis, not random wandering
- 03Exploit deliberately: define what you want to extract from a role and optimize for that, even over promotion or comp
- 04A rare combination of experiences beats a single impressive title
- 05You can tell a manager explicitly what you're there to learn
How to run it
- 1
Explore early with an explicit thesis
When you have little experience and little to lose, take varied roles specifically to test hypotheses about what you like and what fits — company size, function, industry. Each job is an experiment with a stated suspicion (e.g. 'I want to try something smaller and try marketing').
Pro tip Treat every role as generating a personal learning ('I loved marketing, I liked small teams') that sharpens the next hypothesis.
- 2
Decide explore-again vs exploit at each fork
After each role, ask whether you've found something rich enough to go deep on (exploit) or whether you still have too many unknowns and should keep exploring. Early on, with little to lose, the answer usually favors more exploration.
Watch out Defaulting to the traditional path of chasing the biggest title and team can cost you the specific experiences that actually compound.
- 3
Exploit a role for targeted learnings, not title
Once you have a clear next goal, pick and shape roles to acquire the exact skills that goal needs — even declining promotions to do so. Tell your manager what you're there to learn.
Pro tip Ada told her LinkedIn manager on day one 'I'm here to learn to be a better founder,' then engineered into growth and subscriptions roles and read every experiment brief she could.
Watch out Letting yourself be promoted along the default ladder can pull you away from the specific experiences you actually came for.
- 4
Assemble a rare combination of experiences
Stack your explored and exploited experiences into a differentiated profile. The combination — not any single logo — becomes the thing that pulls in your next big opportunity.
In the wild
Ada moved from entry-level Microsoft AdCenter (staying 367 days, learning corporate pace was too slow) to a Series A startup (Mochi Media) to founding a personal-CRM startup (Connected), which LinkedIn acquired. At LinkedIn she deliberately took growth and subscriptions roles to fill founder skill gaps rather than chase title.
→ The resulting combination — startup founder, big-company experience, growth, subscriptions, product marketing — caused SurveyMonkey to recruit her as head of marketing at 27-28, explicitly for those experiences, with management skills to be taught on the job.
Common mistakes
Optimizing for the biggest title too early
Chasing the largest team and title on the default ladder can deny you the specific, rare learnings (like growth or subscriptions) that actually make you valuable for your real goal.
Exploring without a thesis
Job-hopping randomly wastes the exploration; each move should test a stated hypothesis so you extract a clear personal learning that informs the next step.
Is it for you?
Best for
Early- and mid-career operators deciding whether to go deep or try something new, especially those with an eventual goal (like founding a company) that has identifiable skill gaps.
Not ideal for
People with heavy financial or life constraints who cannot afford the downside of frequent exploration, or those already deep in a role that is genuinely serving their goal.
From the transcript
“it really kind of comes down in a nutshell to this career concept of explore and exploit”
“You're doing it kind of with that growth mindset where you have a hypothesis”
“I was 23 at the time, so I decided I have so little to lose, let me continue exploring”
“I even told my manager this when I first came in. I'm here to learn to be a better founder”
“That was actually the winning combination that caused SurveyMonkey to send me a LinkedIn email”
From the episode
How to make better decisions and build a joyful career
Ada Chen Rekhi (Notejoy, LinkedIn, SurveyMonkey)