Research Scientist - Mountain View, CA

Granica(2 months ago)

Bay AreaOnsiteFull TimeSenior$160,000 - $250,000Research

About this role

A Research Scientist at Granica is responsible for inventing and prototyping algorithms that advance structured AI, focusing on representation learning and efficient information modeling for enterprise data at petabyte scale. The role involves developing adaptive learners that merge statistical learning theory with system optimization, designing architectures for reasoning over structured data, and building cost models to enhance learning efficiency. Collaboration with a research group and systems engineers is essential for transforming theoretical concepts into production-grade systems, driving innovation in the field of structured AI. Candidates should possess a PhD in a relevant field and experience with deep learning frameworks.

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Required Skills

Algorithm Prototyping
Representation Learning
Information Modeling
Large-Scale Systems
Adaptive Learners
Statistical Learning Theory
Optimization Frameworks
Collaborative Research
Theoretical Ideas
Production Systems

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Qualifications

PhD in Machine Learning, Statistics, Applied Mathematics, or a related field

About Granica

granica.ai

Granica is a cutting-edge data optimization platform that specializes in transforming massive datasets with its state-of-the-art compression technology. By utilizing self-optimizing, lossless compression methods, Granica allows organizations to manage petabyte-scale data more efficiently, reducing storage costs and improving query speeds. The platform is compatible with various data lakes including Iceberg, Delta, and Snowflake, enabling seamless integration across different environments. With a focus on AI and analytics, Granica aims to enhance data accessibility and operational efficiency for businesses dealing with vast quantities of information.