Technical Product Manager (AI Systems)
CygnifyTalent Acquisition company
Singapore, SingaporeSenior
Product
About the role
TL;DR
Define and deliver AI systems, balancing user needs with technical constraints.
- •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.
- •Key Responsibilities 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 Requirements 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.
- •Hands-on exposure to AI-powered products, including LLM-based systems.
- •Significant experience owning complex, technical products end-to-end.
Required skills
Product ManagementLLMsProduct StrategyFeature PrioritizationCustomer DiscoveryProduct AnalyticsCompetitive AnalysisProduct OperationsGo-to-MarketAgileScrumKanban
Nice-to-have skills
Computer VisionNLPTensorFlowPyTorchscikit-learnKerasOpenAI APIAnthropic APIGemini APILangChain
Domain expertise
ai
Tech stack
PythonJavaScriptJavaC++GoRustSQLBashTensorFlowPyTorchscikit-learnKerasOpenAI APIAnthropic APIGemini APILangChainHugging FaceComputer VisionNLPLLMsMLflowKubeflowSageMakerVertex AIAWSGoogle CloudAzureDockerKubernetesCI/CD
