Sakana AI

Sakana AI, a Tokyo-based AI research and development company, is on a mission to create a new kind of foundation model inspired by the principles of nature, such as evolution and collective intelligence. Founded in 2023 by former Google researchers David Ha and Llion Jones, along with Ren Ito, Sakana AI has quickly emerged as a significant player in the AI landscape. The company is developing novel methods for creating and combining AI models, aiming to build more capable and efficient systems. Their unique approach involves using evolutionary techniques to merge and evolve existing open-source models, resulting in the creation of specialized and powerful new models without the need for extensive training from scratch. This innovative "model merging" technique has allowed them to achieve state-of-the-art performance on various benchmarks, demonstrating the potential of their nature-inspired approach.

At Sakana AI, the culture is deeply rooted in research and innovation. The team is composed of world-class researchers and engineers who are passionate about pushing the boundaries of artificial intelligence. The company fosters a collaborative and dynamic environment where creativity and exploration are highly encouraged. Being based in Tokyo, Sakana AI is also uniquely positioned to address the specific needs of the Japanese market and contribute to the growth of the AI ecosystem in the region. The company values transparency and has even published an unofficial guide for research position applicants, providing insights into their interview process and what they look for in candidates. This commitment to openness and knowledge sharing makes Sakana AI an attractive place for top talent in the AI field.

Working at Sakana AI offers a unique opportunity to be at the forefront of AI research and development. The company is actively hiring for a variety of roles, including Software Engineers, Applied Research Engineers, and Product Managers. The interview process typically involves a technical problem set, followed by a series of interviews with the team. Sakana AI is looking for individuals who are not only technically skilled but also share their passion for exploring new frontiers in AI. The company offers a hybrid work model, allowing for a mix of in-office and remote work. With a strong team, a clear vision, and a commitment to innovation, Sakana AI is poised to make a lasting impact on the future of artificial intelligence.

What sets Sakana AI apart is its fundamental belief in the power of nature-inspired intelligence. Instead of following the conventional path of building larger and larger models, Sakana AI is pioneering a more sustainable and efficient approach to AI development. Their work on evolutionary model merging is a testament to this philosophy, showcasing how smaller, specialized models can be combined to create powerful and versatile AI systems. This focus on efficiency and innovation, combined with their strong research culture and strategic location in Tokyo, makes Sakana AI a truly unique and exciting company to watch in the rapidly evolving world of artificial intelligence.