Senior Product Manager, Applied AI

Luminai

$150K — $180K *
Enterprise Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Proven track record of shipping AI or ML powered products in challenging projects.
  • At least 5 years of product management experience, including 0 to 1 work.
  • Fluency in model evaluation and deployment differences.
  • Comfort with using evals, benchmarks, and performance data for decision-making.
  • Solid fundamentals in system design and technical trade-offs.
  • Attention to detail and first-principles thinking for intelligent system deployment.
  • Founder and ownership mindset, experience from ideation to launch.

Responsibilities

  • Define internal AI benchmarks for optimization and customer outcomes.
  • Partner on frameworks to accelerate experimentation.
  • Decide on model improvements for production and early experiment cessation.
  • Set accuracy and behavior standards for production automations.
  • Collaborate on core product development for enhanced capabilities.
  • Work with engineering on monitoring systems for model behavior.
  • Establish operational guidelines for addressing early-stage uncertainties.
  • Enable sales and customer success teams to communicate AI capabilities accurately.
Full Job Description
About the role

As a Product Manager working on AI systems, you will play a foundational role in directing research, experimentation and rapid improvement of AI systems towards building a capable, reliable AI automation platform. The platform is used by organizations worldwide to deploy and scale executable AI automations in mission critical production environments. You will own the Intelligence and Applied AI product area, which means deciding what the team measures, how fast it can test an idea, and which model capabilities graduate from a promising result into something customers depend on every day. You are expected to have a strong proficiency in fundamentals of product management, a willingness to pick up new concepts as needed and an ability to drive technical projects in ambitious environments.

What You'll Do
  • Define which internal AI benchmarks the team optimizes toward and which customer outcomes those benchmarks predict
  • Partner on evaluation frameworks to accelerate the speed and direction of experimentation
  • Decide which model improvements become shipped platform capability and which experiments to stop early
  • Set the bar for accuracy, generalization and failure behavior for automations running in production
  • Collaborate and contribute on the core product development to deliver higher platform capabilities
  • Work with engineering on observability and monitoring systems to safety check model behavior in critical settings
  • Establish how the team operates while working through early-stage questions that don't have obvious answers yet
  • Enable sales and customer success to speak accurately about what the AI does and does not do


What We're Looking For
  • Proven track record of shipping AI or ML powered products in challenging projects
  • At least 5 years of product management experience, including 0 to 1 work
  • Fluency in how models are evaluated, where they fail, and what changes between a demo and a production deployment
  • Comfort using evals, benchmarks and model performance data as primary decision inputs
  • Solid fundamentals in system design and technical trade-offs, with the ability to write specifications for technical and non-technical audiences
  • Attention to detail and a first-principles thinking towards real world deployment of intelligent systems
  • Founder and ownership mindset, with experience taking products from ideation through launch and scale

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