Job Information
Apex Systems, Inc Senior AI Product Manager - 3025988 in Dearborn, Michigan
Job#: 3025988
Job Description:
Pay Range: $80-88 per hour
Position Description:
We are seeking a Product Manager to lead the vision, strategy, and execution of a next-generation Data Attribution & Intent Platform that powers multiple virtual agents across chat, SMS, and voice channels. This platform will orchestrate customer intent detection, manage guardrails to prevent hallucinations, ensure compliant responses, and generate actionable performance insights through leading and lagging indicators. You will own the product lifecycle---from discovery to delivery---ensuring our AI-driven experiences are reliable, measurable, and continuously improving. This role sits at the intersection of AI safety, customer experience, analytics, and automation. You will shape how intelligent systems responsibly interact with customers at scale---ensuring trust, measurable outcomes, and continuous optimization. If you're passionate about building AI products that are intelligent, safe, measurable, and business-impacting, we'd love to talk.
Skills Required:
- Agile Software Development
- Analytical, Analytical skills
- Artificial Intelligence & Expert Systems
Business Strategy
Key Responsibilities
- Product Strategy & Vision Define and execute the roadmap for an enterprise-grade Intent & Attribution Platform supporting multi-channel (chat, SMS, voice) virtual agents. Establish a scalable architecture that integrates with conversational AI systems, CRM platforms, knowledge bases, analytics tools, and contact center systems.
- Intent Detection & Orchestration Lead the development of intent classification frameworks across customer touchpoints.
- Hallucination Prevention & Guardrails Define response validation pipelines that include: Knowledge grounding and citation requirements. Policy enforcement checks. Confidence scoring and escalation thresholds. Real-time risk detection.
- Data Attribution & Metrics Framework Design and implement attribution models that measure: Leading indicators: intent recognition accuracy, containment prediction, response confidence, latency, user sentiment. Lagging indicators: deflection rate, call reduction, resolution rate, CSAT, repeat contact rate.
- Conversation Evaluation & Quality Framework Define automated and human-in-the-loop quality scoring models.
Cross-Functional Leadership Collaborate with Engineering, Data Science, UX, Compliance, Contact Center Operations, and Customer Success.
Experience Required:
10+ years of Product Management experience (AI/ML, conversational AI, or analytics platforms preferred).
Experience Preferred:
Strong understanding of: Intent modeling & NLP systems LLM guardrails and hallucination mitigation techniques
- Attribution modeling & performance analytics Conversational platforms (chat, SMS, voice IVR) Experience with enterprise SaaS platforms and API-driven architectures.
- Proven ability to define metrics frameworks and performance dashboards.
Strong analytical mindset and ability to work with data scientists and engineers.
Education Required:
Bachelor's Degree
EEO Employer
Apex Systems is an equal opportunity employer. We do not discriminate or allow discrimination on the basis of race, color, religion, creed, sex (including pregnancy, childbirth, breastfeeding, or related medical conditions), age, sexual orientation, gender identity, national origin, ancestry, citizenship, genetic information, registered domestic partner status, marital status, disability, status as a crime victim, protected veteran status, political affiliation, union membership, or any other characteristic protected by law. Apex will consider qualified applicants with criminal histories in a man