Research Scientist Reasoning & AGI

GOOGLE ASIA PACIFIC PTE. LTD.; Singapore; On-site; SGD 100,000 - 150,000; Full time

Job summary

A leading technology firm in Singapore seeks passionate Research Scientists to contribute to groundbreaking research in artificial general intelligence (AGI). You'll work on advanced reinforcement learning algorithms and collaborate closely with international teams to drive research from conception to impactful completion. Ideal candidates will have a PhD in a STEM field, strong software development skills, and proven experience in LLMs and research methodologies. This role offers a unique opportunity to influence transformative AI advancements.

Qualifications

• PhD degree in Computer Science, a related STEM field, or equivalent practical experience.
• Experience in software development with one or more programming languages (e.g. Python).
• Experience with Large Language Models (LLM).
• Experience conducting research in Reinforcement Learning (RL) or reasoning.

Responsibilities

• Propose new RL algorithms, scaling RL and/or inference time compute for improving Gemini.
• Serve as launch/model captains and train models to contribute to Gemini landings.
• Anticipate next game changers and build research agendas based on new paradigms.
• Work as a team to execute on promising research agendas.
• Collaborate with core teams in the US and UK.

Skills

Reinforcement Learning (RL)

Deep Learning

Python

Problem-solving

Analytical skills

Education

PhD in Computer Science or related STEM

Job description

Job Description

We are looking for research scientists to work with us on humanity's critical path to AGI. We work on reasoning, RL and Deep Think to not only improve Gemini but also make significant breakthroughs for science and humanity. This is an amazing opportunity to be at the frontier of AI from Singapore.

The Gemini core team will work on RL (for pre-training and reasoning), frontier-level math/code and push the bleeding edge of AI. This team is tightly coupled with the Gemini core teams in Mountain View, has incredible talent density, and is well positioned to make a significant impact on humanity, science and Google in general. The team was also behind the Gemini Deep Think breakthrough that achieved the gold medal standard at the International Math Olympiad (IMO).

Job responsibilities

• Conduct critical research in RL and reasoning:Propose new RL algorithms, scaling RL and/or inference time compute for improving Gemini.
• Serve as Gemini launch captains:Serve as launch/model captains and train models to directly contribute to Gemini landings.
• Innovate and leapfrog:Anticipate where the next game changers will come from and be always mindful about the next big research breakthroughs. Build research agendas based on new paradigms and execute on them.
• Execute on research agenda:Work as a team to execute on promising research agendas.
• Collaborate with Gemini core teams:Collaborate with other Gemini core teams that are mostly based in the US and UK.

Minimum qualifications

• PhD degree in Computer Science, a related STEM field, or equivalent practical experience.
• Experience in software development with one or more programming languages (e.g. Python).
• Experience with Large Language Models (LLM).
• Experience conducting research in Reinforcement Learning (RL) or reasoning.

Preferred qualifications

• A track record of research or engineering achievements, including publications in peer-reviewed conferences or journals.
• Experience driving research projects from conception to completion.
• Ability to work in a fast-paced, dynamic, and collaborative environment.
• Excellent problem-solving, analytical, and communication skills.