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MartianMA

Research Scientist

Martian leverages advanced AI technologies to enhance performance and reduce costs in AI applications, primarily through its innovative Model Router.

Martian

Employee count: 11-50

United States only

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### As a research scientist with Martian, you will develop new techniques to understand how AI models work. This work will focus on exploring and improving a technique we call “model mapping”: converting transformers into more interpretable representations (such as programs). We are looking for people who can develop and scale up methods for making transformers more interpretable through model mapping and then understanding the transformers in the new domain we map to. Full details can be found here.
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About Martian

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Martian is an innovative company founded with a mission to enhance AI performance while reducing costs for its users. Its flagship product, the Model Router, ensures optimal AI performance by selecting the best large language model (LLM) for each request, assuring uptime and rerouting during outages. This technology not only predicts model performance without executing them but also aims to save users up to 98% on AI costs, greatly boosting product effectiveness.

Composed of a talented team of AI researchers from top institutions, Martian operates at the forefront of AI development. The company has a strong emphasis on understanding and interpreting complex AI algorithms. Their research extends to creating models that adhere to compliance regulations, such as GDPR. By providing tools that simplify AI integration into various business models, Martian is well-positioned to support companies in scaling their AI capabilities efficiently. With a focus on mechanistic interpretability, Martian aims to reshape how organizations perceive and utilize AI technologies.

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