Job Title: Technical Product Manager, AI Systems
Location: Remote
Duration: Fulltime
 
Role:

• This is a deeply technical, hands-on role. Work directly with engineers on system design, evaluation, and trade-offs-defining requirements, but shaping how the system works for global users.
• You 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.

 
What You'll be Doing:

• Research and 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

 
What You Will Need:
Technical foundation

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

 
AI & ML experience:

• Hands-on exposure to AI-powered products, including 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 ML teams.
• Strong judgment and decision-making ability in ambiguous, fast-moving environments.
• Ability to balance ambition with technical and operational reality.

 
Outcomes:

• Product strategy clearly aligns AI capabilities with user needs and company priorities.
• 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 on AI product goals with minimal friction.

 
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.

 
 
At SPECTRAFORCE, we are committed to maintaining a workplace that ensures fair compensation and wage transparency in adherence with all applicable state and local laws.This position's pay range is $110000.00/Yearly - $120000.00/Yearly.