K2 PARTNERING SOLUTIONS PTE. LTD.
VP of Research, Machine Learning
Visa Source Listed
📍🇸🇬 Singapore📅4h ago
S$1,92,000—S$3,00,000/ year
≈ ₹1.20Cr — ₹1.88Cr per year
OwnershipTransportation SafetyEvaluation StudiesMultimodal AIFailure ModesGPUSafetyModel TrainingReal-Time ProductionDesign-BuildPythonKnowledge DistillationOrchestrationbrand metricsDrive Awareness
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Job Description
We are looking for an AI Research & Intelligence Lead to own the brain of our platform. You will lead how our system thinks, remembers, and acts—translating cutting-edge AI techniques into a reliable, high-frequency user product.
What You'll Do
Set the Research Vision: Drive architecture strategy across context representation, memory, orchestration, and complex reasoning.
Build vs. Buy Decisions: Determine when to train custom models, distill knowledge, or integrate leading open-source/commercial APIs.
Rethink Evals: Construct rigorous evaluation pipelines focused on user utility, safety, and long-term behavior rather than paper benchmarks.
Explore the Frontier: Experiment with MoE, multi-agent frameworks, multimodal systems, and retrieval strategies.
Set the Bar: Establish a culture of research rigor, technical taste, and product-led engineering.
Requirements
Deep experience shipping real-world ML systems to production.
A founder-level sense of ownership with a bias toward action.
Strong intuition for model trade-offs, failure modes, and safety guardrails.
Obsession with metrics that actually reflect product quality.
Stack: Python, PyTorch/JAX, GPU Infrastructure.