Senior Technical Product Manager - AI Agents, Evals & Reliability, Artificial Intelligence (AI) Required, Work From Home - G

Next Step Systems; Deutschland; Remote; EUR 90.000 - 150.000; Vollzeit

Benefits dieser Stelle

Medical insurance

Dental

Vision

Savings plan

Paid time off

Zusammenfassung

Next Step Systems is seeking a Senior Technical Product Manager for AI agents, evals and reliability. This is a deeply technical, hands-on role working with engineers on system design, evaluation, and requirements shaping for a global user base.

AI and ML experience are required, and the position is 100% remote. You will translate model capabilities and data constraints into product decisions, balance quality, latency and cost, and drive end-to-end delivery with clear specs and disciplined

Qualifikationen

• Strong grounding in computer science fundamentals and system design.
• Solid understanding of ML fundamentals and production AI behavior.
• Comfort reading, reviewing, and discussing technical design documents.

Aufgaben

• Research and define end-to-end AI system requirements from capability to behavior.
• Translate model capabilities and evaluation results into product decisions.
• Make trade-offs across quality, latency, cost, reliability, and UX.
• Collaborate with ML, backend, and mobile engineers on design, evaluation, and iteration.
• Define and evolve evaluation frameworks across offline metrics, online experiments, and human feedback.

Kenntnisse

CS fundamentals

ML fundamentals

Technical design reading

Jobbeschreibung

Senior Technical Product Manager - AI Agents, Evals & Reliability, Artificial Intelligence (AI) Required, Work From Home

We are looking for a Senior Technical Product Manager. This is a deeply technical, hands-on role. The Senior Technical Product Manager will work directly with engineers on systems design, evaluation, and trade-offs-defining requirements, but shaping how the system works for global users. The Senior Technical Product Manager will work at the intersection of user needs, model capability, and system constraints, and are responsible for turning AI potential into real, reliable behavior in a real-world application. Artificial Intelligence (AI) and Machine Learning (ML) experience are required for this position. ++This position is 100% Remote.++

++MUST BE WILLING TO TAKE A 60 MINUTE CODING ASSESSMENT.++

Senior Technical Product Manager Responsibilities:

• Research and define end-to-end Artificial Intelligence (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 User Experience (UX).

• Work closely with Machine Learning (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, including correctness, predictability, and user trust.

Outcomes:

• Product strategy clearly aligns AI capabilities with user needs and company priorities.

• Artificial Intelligence (AI) features deliver real value, are understandable, predictable, and trusted by users.

• Decisions balance quality, speed, cost, and reliability effectively under uncertainty.

• Roadmaps and priorities are clear, with fast iteration based on real user feedback.

• Teams are aligned, focused, and able to execute Artificial Intelligence (AI) product goals with minimal friction.

Senior Technical Product Manager Qualifications:

++Technical Foundation:++

• Strong grounding in computer science fundamentals, including algorithms, data structures, and system design.

• Solid understanding of Machine Learning (ML) fundamentals and how modern Artificial Intelligence (AI) systems behave in production.

• Comfort reading, reviewing, and discussing technical design documents.

++Artificial Intelligence (AI) & Machine Learning (ML) Experience:++

• Hands-on exposure to AI-powered products, including Large Language Model (LLM)-based systems.

• Experience working with model evaluation, prompt or pipeline iteration, and feedback loops.

• Strong intuition for model limitations, hallucinations, bias, and drift.

++Product Leadership:++

• Significant experience owning complex, technical products end-to-end.

• Proven ability to work closely with senior engineers and Machine Learning (ML) teams.

• Strong judgment and decision-making ability in ambiguous, fast-moving environments.

• Ability to balance ambition with technical and operational reality.

Nice to have:

• Experience shipping AI-heavy consumer products.

• Background as an engineer or highly technical product manager.

• Experience defining evaluation metrics for Machine Learning (ML) systems.

• Strong intuition for Artificial Intelligence (AI) User Experience (UX) patterns and failure handling.

• Prior experience in zero-to-one product environments.

Benefits include medical insurance, Dental, Vision, Savings Plan Options, PTO, etc.