Machine Learning - Behavioral Modeling

Palladio AI, Inc

$120K — $180K *
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years applying machine learning in cognitive science or related fields
  • Proficient in deep learning for multimodal time-series data
  • Skilled in behavioral model design and product development
  • Ability to connect user needs with innovative product experiences
  • Experience in rapid prototyping and data analysis

Responsibilities

  • Build and extend behavioral models and causal inference systems
  • Develop AI-based models to identify product opportunities
  • Create self-improving learning loops through releases
  • Model user behaviors to enhance product engagement
  • Translate behavioral signals into actionable insights

Benefits

  • Opportunity to shape AI-driven product intelligence
  • Work closely with founders and early customers
  • Quick implementation of ideas into production
  • Impact millions of users with your work
  • Culture that values clarity, craft, and impact
Full Job Description
What You'll Shape

Our team is building core systems in behavioral modeling, causal inference, forecasting, agentic platforms, and more. You'll help extend those domains: building ML- and AI-based behavioral models to detect and surface product opportunities, and shipping learning loops that improve themselves with every release. Your work will model how users feel, think, decide, and do - translating behavioral signals into opportunities that make products more intuitive, engaging, and rewarding. In short, you'll turn first-principles data science, neuroscience, cognitive science, and machine learning into a product that scales across industries.

About You
  • Customer-obsessed. You connect with users' pain points, needs, and aspirations throughout user journeys, measure success in user outcomes, and translate findings into more innovative and more engaging product experiences.
  • Scientific builder. You're fluent in both theory and production, from behavioral model design to the product development process.
  • Craft and excellence. You dive into messy data, prototype quickly, and iterate until the insight sings.
  • Impact mindset. You balance scientific rigor with "it ships today, iteration on the way" pragmatism.
  • Owner at heart. Zero-to-one energizes you; you'd rather set the standard than inherit one.
  • Beginner's mind. You stay hungry to learn, because better ideas are always out there.
Your Background
  • 3+ years (or equivalent experience) in applying machine learning in cognitive science, computational neuroscience, behavioral economics, or consumer behavior modeling.
  • Fluent in deep learning for multimodal time-series data (e.g., behavioral, contextual, transactional, visual, neural).


Our Team

Our team has shaped the design, data, and systems behind some of the world's most iconic products. We're builders who founded Uber's Michelangelo, led data and design teams at Apple, Google, and Chime, and shipped products used by billions. We've had tens of billions of dollars of impact. Backed by top-tier investors, we're now channeling that experience into a focused, user-obsessed startup so every product team can tap the same class of intelligence at scale.

Why Join Now

Now is the moment to have an outsized impact. You'll work directly with founders and early customers to define not just features but also the fundamental approach to how product intelligence should work. You'll see your ideas in production quickly, affecting real decisions for products used by millions.

We're building a company that values clarity, craft, and impact. If those values resonate with you, we'd love to connect.

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