Building Complex Ecosystems: Skills-First Hiring & the Marketplace Model
Hari Srinivasan
VP Product, Talent Solutions (LinkedIn)
RECURRING GUEST
The Shift
COVID Revealed: Skills Over Job Titles
"You had areas like hospitality getting hit, but areas like customer service that just couldn't hire enough. The marketplace should balance, but people are looking for job titles, not skills."
Job titles create invisible barriers to opportunity
Same skills, different titles = people stuck in silos
The problem: people and recruiters alike don't recognize transferable skills
The solution: translate experiences into skills-based matching
Philosophy
Connecting People to Economic Opportunity
North Star clarity: every decision filtered through one lens
The North Star guides product priorities across conflicting business models
Leadership repeats it obsessively until it becomes DNA
Creates a high immune system — people notice when decisions drift
~1B
members on platform
2
film studios for learning
Core value: Members First
In a complex ecosystem with conflicting stakeholders, always prioritize member trust, access, and data protection first.
Second and Third Effects: Every feature ripples across all stakeholders — "Open to Work" signals affect how recruiters perceive you, how you appear in feeds
Skills-Based Profile Example
The LinkedIn profile could serve many use cases. But filtering through "connecting to opportunity" simplified the prioritization: what unlocks jobs? What tells recruiters your true capabilities?
Decision-Making in Ecosystems
Non-interconnected products are simple: ship → done. LinkedIn requires thinking through 2nd, 3rd, even 4th-order effects before moving forward.
Operational Framework
How to Run Large Ecosystems
RAPID: Assign clear decision-makers (Recommender, Agree, Decider, Input, Informed). One name. Breaks ties fast.
5-Day Alignment Rule: Escalations resolved within 5 days. Prevents decisions from languishing across teams.
Success Metrics: Number of hires converted, number of learners who complete skills. Tangible, ecosystem-aligned measures.
Complexity Curve: Different products need different skillsets. Ecosystem products require second/third-order thinking.
The Process InsightWhen you have competing business models (hiring, learning, engagement, premium), you can't rely on intuition. You need explicit governance that makes decisions transparent and fast.
Contrarian
What Most Get Wrong About Job Markets & Product
✗Job titles determine who can do a jobINSTEAD →✓ Skills do. Most people don't realize other job titles contain the same skills they have.
✗Market imbalances fix themselves quicklyINSTEAD →✓ People are locked into thinking about jobs in rigid ways. Structural change requires visibility + effort.
✗Feed optimization doesn't drive hiring outcomesINSTEAD →✓ What people see in feeds directly affects job-seeking behavior. Engagement and outcomes are inseparable.
✗Vague North Stars don't matter in product decisionsINSTEAD →✓ A clear North Star simplifies everything. It's the one filter that makes 1,000 decisions easy across conflicting business models.