Using AI to fix job destruction, skills, and hiring

Описание: In a labor market being rewired by AI, CodeSignal is betting that skills, not resumes, will decide who thrives.

For this episode of The Deep View: Conversations, I talked with Tigran Sloyan, CEO and co-founder of CodeSignal, the company building a new standard for hiring and career mobility in the age of AI.

CodeSignal’s mission starts with a simple but painful truth: resumes and interviews are a flawed way to hire talent. Countless candidates have the skills to thrive in high-paying tech roles but never get a fair shot, while others with polished credentials sometimes land jobs they’re not prepared to do.

CodeSignal is flipping that equation with skills-based assessments that help employers discover candidates with real ability, and a free learning platform that helps candidates level up for the next opportunity.

In my conversation with Tigran, we talked about:
Why resumes haven’t meaningfully changed in 100 years, and why it's breaking hiring
How CodeSignal measures skills, and why simulation beats multiple-choice
What AI unlocks for assessing non-technical roles such as sales and support
The dark side of AI: what CodeSignal’s research shows about cheating attempts
Why entry-level jobs are turning into tasks, and what that means for training
How CodeSignal makes free learning content work economically
The future of re-skilling at scale, and why AI tutoring changes everything

We also dig into what’s changing fast right now: the rise of AI-assisted work, the surge in fraud in hiring assessments, and why foundational skills still matter even when AI can do the task.

Tigran shares his background from Armenia to MIT to Google, his most contrarian leadership advice, and the AI tool he'd recommend you start using every day. If you want to understand how AI is being used to fix the problems that AI is causing in the job market, this is the podcast for you.

TIMELINE
00:00 - Introduction
01:01 - CodeSignal’s mission
02:57 - Why resumes are garbage in, garbage out
04:06 - The 10-year journey of building CodeSignal
07:06 - Using GenAI to simulate non-technical skills
10:21 - Partnering with OpenAI & training GPT-2.5
12:26 - Tigran’s journey: From Armenia to MIT & Google
19:55 - New research: The 3x spike in AI-driven hiring fraud
25:26 - Why you still need foundational skills in an AI world
27:55 - How yesterday’s jobs become today’s tasks
36:01 - How Netflix, Meta, and Amazon use skills-based hiring
39:12 - Solving the problem with AI tutoring
44:06 - Using AI to fix the job destruction it creates
50:25 - Contrarian leadership advice: Lead from the front
52:37 - Tigran’s two recommendations for top AI tools

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