Staff AI Research Software Engineer — Singapore

Google LLC; Singapore; In loco; SGD 220.000 - 320.000; Tempo pieno

Descrizione del lavoro

Google Research Singapore is seeking a Staff Research Software Engineer to advance AI capabilities and accelerate next‑gen models. You will join a fast‑paced team focusing on high‑performance inference for large language models and generative AI workflows.

You will design and implement novel algorithms, develop low‑level software, and collaborate with hardware teams to optimize accelerators, with opportunities to publish findings and drive impactful research in a leading tech lab.

Competenze

• Bachelor’s degree or equivalent practical experience.
• 8 years of experience in software development.
• 5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.
• 5 years of experience with one or more of the following: Speech/audio, reinforcement learning, ML infrastructure, or specialization in another ML field.
• 5 years of experience with ML design and ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging, fine tuning).
• Experience integrating generative AI tools or LLM interfaces into workflows.

Mansioni

• Design and implement novel algorithms that optimize the inference stack for LLMs to ensure the highest throughput and lowest latency for billions of users including sampling techniques, speculative decoding advancements, model compression, knowledge distillation and quantization strategies.
• Work on development and optimization of the low-level software that runs AI models efficiently. Implement and optimize custom kernels for inference, focusing on improving latency, throughput, and memory usage, across different hardware and model architectures.
• Co-design algorithms that exploit the unique architectural advantages of custom hardware and accelerators. Collaborate with hardware architects on next-generation systems and use a deep understanding of both model architecture and hardware to inform algorithm selection.
• Amplify impact and influence the research ecosystem through publications and scientific dissemination.

Conoscenze

Software development

Software testing

Software product launch

Software design

Architecture

Generative AI / LLM integration

Speech / audio

Reinforcement learning

ML infrastructure

Formazione

Bachelor's degree or equivalent practical experience

Descrizione del lavoro

Google Research Singapore is seeking a Staff Research Software Engineer to advance AI capabilities and accelerate next‑gen models. You will join a fast‑paced team focusing on high‑performance inference for large language models and generative AI workflows.

You will design and implement novel algorithms, develop low‑level software, and collaborate with hardware teams to optimize accelerators, with opportunities to publish findings and drive impactful research in a leading tech lab.