- SSL, VAE, Dino, SAM(bonus) Vision language models(bonus) Diffusion latent diffusion models, unconditional image generation Proven track record of rapidly delivering complex project within tight deadlinesAbility to make critical decisions with little informationExcel at identifying bottlenecks and gaps within research papers and swiftly translating them into code.
- Own your piece to an unreasonable level if that piece succeeds or fails, for whatever reason, the buck stops with you.
- Rome was not built in a day, but they were laying bricks every hour.
- Simplicity over complexity.
- Greatness cannot always be planned; be willing to explore novel ideas even if things don't work out.
- Our customers are the backbone of humanity.
- Embrace feedback.
- The only way to win is together; One Team.
Machine Learning Research Engineer - San Francisco, CA, United States - Pear VC
Description
Job Overview At Advex, we're working on solving the hardest problem in all of computer vision - 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.
Our technology improves model performance by 20-30% for any computer vision task while simultaneously reducing production costs by 10x. Our customers include Fortune 500 companies and some of the fastest-growing startups in the world.We invite you to join us at the ground level as we embark on rapid expansion of our product offerings and customer base.
About Us Advex is a seed stage tech startup backed by Construct Capital, PearVC, and the founders of Dropbox and Google 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, Scale AI, and Qualcomm.
We've previously founded and sold companies and created products used over 30 million times. Our team has also published research papers and won research competitions at top conferences like ICLR and AAAI.Role Description As a Machine Learning Research Engineer at Advex, you will play a pivotal role in shaping the company's technical direction.
Your hands-on involvement will include working with our CTO to (1) spearhead research in OOD generalization using foundation models and (2) build our product and engage directly with our customers.
As we expand, you will contribute heavily to the architectural roadmap, laying the foundation for the Advex platform. Your technical leadership will be instrumental in supporting and growing our engineering and product teams.We are seeking an individual who is strategic, capable of transforming research constraints and product specifications into an enterprise-ready application.
We value self-starters who aren't afraid to dive into the details and iterate on prototypes in the early stages of development.
About You We are seeking a candidate who embodies the following qualifications and characteristics:2 to 5 years of industry experience in Deep Learning and computer visionPrior experience working at a startupExperiences in end to end ML application development, including data engineering, model tuning, and model servingTechnical expertise demonstrated through published papers or industry experience:Representation learningFierce Velocity
Be Epsilon Greedy
Customer Obsessed
Feedback is the breakfast of champions
Argmax (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.
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