13 hours ago
Tokyo, JapanSenior
Responsibilities
- Develop and optimize agent architectures integrating multimodal perception, reasoning, and precise real-time execution.
- Build and scale training recipes using supervised fine-tuning, reinforcement learning, imitation learning, and in-context learning.
- Design systems that support long-horizon reasoning and memory use for complex extended tasks.
- Implement capabilities that allow agents to adapt to new environments and learn from experience at test time.
- Establish rigorous benchmarks in virtual environments for general agent capabilities and embodied intelligence.
Requirements
- Bachelor’s degree or equivalent practical experience.
- Five years of software development experience in one or more programming languages.
- Three years of experience testing, maintaining, or launching software products and one year of software design and architecture experience.
- Experience with ML frameworks such as JAX, TensorFlow, or PyTorch.
- Preferred qualifications include a master’s degree or PhD in Computer Science or a related technical field.
- Preferred qualifications include one year of technical leadership experience.
- Experience building agents for 3D virtual environments, simulators, or video games is preferred.
- A strong track record in machine learning, data science, or AI in games, including possible conference publications, is preferred.
- Knowledge of LLM internals, deep reinforcement learning, LLM reasoning, imitation learning, memory-based architectures, VLMs, or VLA models is preferred.
Benefits
- Tokyo-based opportunity with Google DeepMind in an interdisciplinary AI research environment.
About Google
Google builds consumer and enterprise software and services including Search, Android, YouTube, Chrome, Maps, Gmail, and Google Cloud. Its business model centers on digital advertising and paid cloud, software, and hardware offerings (e.g., Pixel and Nest) for consumers, developers, and organizations. Founded in 1998 and headquartered in Mountain View, California, Google operates globally as a subsidiary of Alphabet Inc.