Technical Product Manager (AI Systems)

Location: Remote, China; interviews may be conducted virtually and/or onsite.

Company

hirify.global is building proactive AI-native applications for conversations, errands, organizing, and workflows, with a focus on reliable long-running processes, persistent context, and real-world task completion.

What you will do

• Define end-to-end requirements for AI capabilities across model behavior, system behavior, and user experience.
• Translate model capabilities, evaluation results, and technical constraints into product and system decisions.
• Balance quality, latency, cost, reliability, safety, and UX trade-offs.
• Work with ML, backend, and client engineers on system design, evaluation, and iteration.
• Define evaluation frameworks covering offline metrics, online experiments, and human feedback, and establish quality bars and feedback loops.
• Drive execution, identify failure modes, and own product quality, correctness, reliability, usefulness, and user trust.

Requirements

• Strong computer science fundamentals and system design skills.
• Solid understanding of modern ML and AI systems in production.
• Ability to read technical designs, understand architectures, and engage deeply with engineers.
• Strong intuition for model limitations, hallucinations, evaluation, and failure modes.
• Significant experience owning complex, technical products end-to-end.
• Hands-on experience with AI-powered products, particularly LLM-based systems.
• Experience with model evaluation, experimentation, prompting, or AI system iteration.
• Ability to turn ambiguous problems into clear requirements, measurable outcomes, and executable plans, with strong judgment under uncertainty.
• Highly technical, curious, comfortable going deep, and able to operate with significant ownership in a fast-moving zero-to-one environment.
• Strong bias toward shipping, experimentation, learning from real-world usage, and constructive collaboration with engineers and researchers.

Nice to have

• Experience shipping AI-heavy consumer products.
• Background as an engineer or highly technical product manager.
• Experience defining evaluation metrics for ML systems.
• Strong intuition for AI UX patterns and failure handling.
• Prior experience in zero-to-one product environments.
• Engineering background is a strong plus.

Culture & Benefits

• Small, high-talent-density, hands-on team with broad ownership.
• Fast decision-making, close collaboration, and independent execution.
• Emphasis on engineering fundamentals and building exceptional products over process.
• Full-time remote role based in China.
• Prompt decisions and a streamlined interview process.

Hiring process

• Applications are evaluated by technical team members.
• Three, and no more than four, interviews are expected if there is a fit.
• Interviews are conducted via virtual meetings and/or onsite, followed by a prompt decision.