AI Systems PM: End-to-End Technical Leadership

AI Chopping Block; Northern (KY); Hybrid; USD 150,000 - 230,000; Full time

Job summary

AI Chopping Block is seeking a deeply technical, hands-on product leader to define and guide end-to-end AI system requirements. You will work with engineers across ML, backend, and mobile teams to translate capabilities into concrete product decisions, balancing quality, latency, cost, and reliability while driving clear execution plans.

You will own evaluation frameworks and ensure rapid, trustworthy delivery, aligning AI features with user needs and company goals in a fast-paced, high-impact

Qualifications

• Strong grounding in computer science fundamentals.
• Solid understanding of ML fundamentals and how modern AI systems behave in production.
• Comfort reading, reviewing, and discussing technical design documents.

Responsibilities

• Define end-to-end AI system requirements from capability to behavior to user impact.
• Translate model capabilities, data constraints, and evaluation results into clear product and system decisions.
• Make hard trade-offs across quality, latency, cost, reliability, and UX.
• Work closely with ML, backend, and mobile engineers on system design, evaluation, and iteration.
• Define and evolve evaluation frameworks across offline metrics, online experiments, and human feedback.
• Drive execution with clear specs, strong judgment, and disciplined prioritization.
• Ensure systems ship quickly, safely, and reliably, with strong feedback loops.
• Own product quality end‑to‑end - correctness, predictability, and user trust.

Skills

Algorithms & data structures

ML fundamentals

Reading technical design docs

Job description

AI Chopping Block is seeking a deeply technical, hands-on product leader to define and guide end-to-end AI system requirements. You will work with engineers across ML, backend, and mobile teams to translate capabilities into concrete product decisions, balancing quality, latency, cost, and reliability while driving clear execution plans.

You will own evaluation frameworks and ensure rapid, trustworthy delivery, aligning AI features with user needs and company goals in a fast-paced, high-impact