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Pear VC

Member of Technial Staff, Diffusion

Pear VC, San Francisco, California, United States, 94102

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Job Overview

At Advex, we're working on solving the hardest problem in all of deep learning

data collection. In order to train a reliable AI model, you need access to the right training data. The inability to gather the right data has been the primary obstacle in global adoption of computer vision in mission critical industries like manufacturing and industrial automation.

At Advex, we've reimagined a new way to develop AI models by transforming generative models into data agents. Our technology improves model performance by 300%+ for our Fortune 500 customers in just a few hours!

About Us

Advex is a seed stage tech startup backed by Construct Capital, PearVC, and the founders of Dropbox and Gradient Ventures.

Our team comes with over a decade of industry and research experience from top organizations and labs like CMU, Berkeley AI Research Lab, Google Brain, and Qualcomm.

Role Description

As an MTS at Advex, you will play a pivotal role in shaping the company's technical direction. Your hands-on involvement will include working with the founder to (1) solving OOD generalization problem by conducting research on controllability problem for generative models (2) contribute heavily to the architectural roadmap, laying out the foundation for the Advex platform and help scale the research affecting the lives of millions.

We are looking for individuals who can lead, are autonomous, and can make decisions with limited information.

About You

We are seeking a candidate who embodies the following qualifications and characteristics: 2 to 5 years of industry experience in deep learning Computer vision

Diffusion modeling

(bonus) Representation learning

Prior experience working at a startup

Experiences in end to end ML application development, including data engineering, model tuning, and model serving

Proven track record of rapidly delivering complex project within tight deadlines

Our Values

Extreme Ownership

Own your piece to an unreasonable level

if that piece succeeds or fails, for whatever reason, the buck stops with you.

Fierce Velocity

Rome was not built in a day, but they were laying bricks every hour.

The Best Part is No Part

Simplicity over complexity.

Be Epsilon Greedy

Greatness cannot always be planned; be willing to explore novel ideas even if things dont work out.

Customer Obsessed

Our customers are the backbone of humanity. It is our duty to improve and make them better in order to exponentially improve the lives of billions of people.

Feedback is the breakfast of champions

Embrace feedback. A healthy team is one where constructive feedback is welcomed and expected.

Argmax (team)

The only way to win is together; One Team. One dream

Note: we are a company founded by immigrants, and we are committed to providing support to immigrant workers throughout their journey. This includes offering assistance to international students and workers with various types of visas, such as OPT, H1, EB, and more.