DatologyAI

DatologyAI is a company focused on automated data curation for AI models. They believe that the quality of data used to train AI models is crucial to their performance and efficiency. Their solution is a fully automated platform that seamlessly integrates into existing infrastructure, handling petabytes of data across various modalities, including text, images, video, and more. The platform optimizes data selection, redundancy, balancing, augmentation, and batching to improve model training speed, performance, and cost-efficiency.

DatologyAI is a team of experienced researchers and engineers with backgrounds from leading AI institutions like FAIR@MetaAI, DeepMind, and MosaicML. They have raised significant funding from notable investors, including Amplify Partners, Radical Ventures, and Felicis Ventures, as well as prominent AI figures like Jeff Dean, Yann LeCun, and Geoff Hinton. They are actively hiring for Research Scientists, ML Engineers, and Data Infrastructure Engineers to help them achieve their mission of democratizing data research and making model training more accessible for everyone.

DatologyAI prioritizes its employees' well-being and offers a flexible work environment. They provide unlimited paid time off, encouraging employees to take at least two weeks annually to recharge. They also provide daily lunches and snacks at their Redwood City office and offer relocation assistance to those moving to the Bay Area. However, the company currently requires employees to be in the office five days a week, though they recognize the need for transition time and allow some new hires to start remotely.

DatologyAI offers a comprehensive benefits package for employees including comprehensive health, dental, and vision insurance for themselves and dependents, a 401(k) plan with a generous 4% company match, unlimited paid time off, an annual $2,000 wellness stipend, and an annual $1,000 learning and development stipend. They also provide daily lunches and snacks in their Redwood City office and offer relocation assistance for employees moving to the Bay Area.

DatologyAI's mission is to make the process of training AI models easier, more efficient, and accessible to everyone by automating data curation. They believe that better data leads to better models, resulting in faster training times, increased model performance, and a reduction in compute costs. By leveraging state-of-the-art research in data curation, DatologyAI aims to democratize this critical aspect of AI infrastructure, allowing companies to train custom models using the right data without needing significant internal resources.

DatologyAI fosters a culture of relentless experimentation and customer-centricity, encouraging employees to push boundaries and take ownership of their work. The company emphasizes collaboration, open communication, and a willingness to fail forward, fostering a supportive and growth-oriented environment. Datologists are encouraged to embrace diverse perspectives, prioritize ruthlessly, and commit to decisions, ensuring swift execution and a fast-paced work environment.

DatologyAI is committed to fostering a diverse and inclusive workplace, recognizing that a variety of perspectives leads to better innovation and problem-solving. They actively recruit from a wide range of backgrounds and experiences, offer competitive salaries and benefits, and promote a culture of open communication and respect. They believe in "failing forward" and learning from mistakes, creating a space where everyone feels comfortable contributing their unique skills and ideas.