Machine Learning Research Engineer Intern

Scale AI

San Francisco, CA, US
  • Job Type: Intern
  • Function: Intern
  • Post Date: 01/25/2021
  • Website: scale.com
  • Company Address: 303 2nd St, South Tower, 5th FL, San Francisco, CA, 94107, US

About Scale AI

Scale accelerates the development of AI applications by helping machine learning teams generate high-quality ground truth data. Our advanced LiDAR, image, video and NLP annotation APIs allow machine learning teams at companies like OpenAI, Lyft, Pinterest, and Airbnb focus on building differentiated models vs. labeling data.

Job Description

The goal of the ML team at Scale is to develop machine learning solutions advancing the company mission. Our current focus areas are Computer Vision ( 2D/3D detection, 2D/3D segmentation, object tracking), Machine Learning (e.g. semi-supervised learning, active learning) and Natural Language Processing.

We are building a large hybrid human-machine system in service of ML pipelines for dozens of industry-leading customers. We currently complete millions of tasks a month, and will grow to complete billions of tasks monthly.


As a Machine Learning Research Intern, you will:

        Research and develop machine learning solutions to assist humans in the loop.
        Aid in the creation of high quality ground truth data with speed and accuracy.
        Take state of the art models developed internally and from the community, use them in production to solve problems for our customers and taskers.
        Take models currently in production, identify areas for improvement, improve them using retraining and hyperparemeter searches, then deploy without regressing on core model characteristics
        Work with product and research teams to identify opportunities for improvement in our current product line and for enabling upcoming product lines
        Work with massive datasets to develop both generic models as well as fine tune models for specific products

Requirements:

        Currently enrolled in a PhD or MS Program with a focus on Machine Learning, Deep Learning, Computer Vision or Natural Language Processing or undergrad with published papers in Machine Learning fields
        Have had a previous internship around Machine Learning, Deep Learning, Computer Vision or Natural Language Processing



About Us:
At Scale, our mission is to accelerate the development of Machine Learning and AI applications across multiple markets. Our first product is a suite of APIs that allow AI teams to generate high-quality ground truth data. Our customers include OpenAI, Zoox, Lyft, Pinterest, Airbnb, nuTonomy, and many more.

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Disclaimer: Local Candidates Only
This company does NOT accept candidates from outside recruiting firms. Agency contacts are not welcome.