Applied Machine Learning Engineer, Singapore
Core
Bridge cutting-edge AI research and practical applications by developing, fine-tuning, and operationalizing machine learning models to drive business value and enhance user experiences.
Role type
Applied Machine Learning Engineer (Customer-facing)
Builds
End-to-end AI-powered applications, Proof of Concepts (PoCs), and internal ML platform features
Domain
Enterprise AI, Generative AI, Model Serving
Deliverable
production ML models | product features | client delivery
Required skills
Python, software engineering, customer success leadership, complex technical project execution, system performance optimization
Preferred skills
fine-tuning (SFT, RLHF/RFT), generative AI principles, startup environment experience, enterprise infrastructure knowledge
Technologies
PyTorch, generative AI frameworks
Responsibilities
Collaborate with GTM teams for ML solution integration and deployment; Build and present PoCs demonstrating AI capabilities; Design and deploy customer-tailored AI applications; Contribute to internal ML platform features and bug fixes; Integrate new ML models into platform or client environments; Optimize performance, efficiency, and scalability of deployed models and applications; Enable joint AI solutions with partners
Seniority
Mid-Senior, hands-on IC with customer focus
