Autonomous AI Research Scientist for Foundation Models

DADACONSULTANTS PTE. LTD.; Singapore; Presencial; SGD 180 000 - 300 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Competitive compensation

Publications opportunities

Patents and long-term impact

Resumo da oferta

DADACONSULTANTS PTE. LTD. is seeking an AI research scientist to design AutoResearch systems capable of autonomously discovering and optimizing next-generation LLM architectures. You will build AI-driven research workflows using NAS, evolutionary algorithms, and LLM-powered agents.

You will contribute to scalable evaluation frameworks and collaborate with hardware teams to co-optimize models under real-world constraints. A PhD and publications in top venues are highly valued.

Qualificações

• PhD required in a relevant field with strong background in Deep Learning and foundation model research.
• Experience with model training, scaling, optimization, or architectural design is required.
• Familiarity with AutoML, NAS, evolutionary optimization, RL, or automated research systems is preferred.
• Strong understanding of distributed training and GPU architectures is essential.
• Proficiency in Python and modern DL frameworks (PyTorch, JAX, DeepSpeed, Megatron-LM) is expected.

Responsabilidades

• Design and develop AutoResearch systems capable of autonomously discovering and optimizing next-generation LLM architectures.
• Build AI-driven research workflows using NAS, evolutionary algorithms, automated experimentation, or LLM-powered research agents.
• Develop efficient proxy evaluation frameworks and scaling methodologies to predict large-scale model performance.
• Collaborate with systems, compilers, and hardware teams to co-optimize model architectures under real-world compute, memory, and latency constraints.
• Participate in large-scale foundation model pre-training, validation, and architecture iteration.
• Stay at the forefront of research in AutoML, foundation models, scaling laws, and hardware-aware AI systems.

Conhecimentos

Python

PyTorch

JAX

DeepSpeed

Megatron-LM

Transformer architectures

Distributed training

Neural Architecture Search

AutoML

Research publications

Formação académica

PhD in Computer Science / Electrical Engineering / Applied Mathematics

Ferramentas

NAS

Descrição da oferta de emprego

DADACONSULTANTS PTE. LTD. is seeking an AI research scientist to design AutoResearch systems capable of autonomously discovering and optimizing next-generation LLM architectures. You will build AI-driven research workflows using NAS, evolutionary algorithms, and LLM-powered agents.

You will contribute to scalable evaluation frameworks and collaborate with hardware teams to co-optimize models under real-world constraints. A PhD and publications in top venues are highly valued.