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Job Details

Data Science Intern

Company name
Institutional Venture Partners

Venice, CA
8 hit(s)  


Internship Timeline: 8-12 weeks

ZEFR is growing!

We are hiring a new Data Science Intern to be involved in building and optimizing large-scale systems to acquire, process, store, and illuminate multi-terabytes of YouTube and other social media data. This role is an important part of the rapidly scaling demands of being the leader in VideoID technology for content owners and brands.

Heres what youll do:

Develop a proof-of-concept in one of the following areas:

Image classification, caption generation, action detection, or video analysis using deep learning

Interpretable generative models (e.g. Probabilistic Graphical Model, VAE, GAN) for NLP classification tasks

Explaining predictions of machine learning models using visualization and statistical techniques such as Local Interpretable Model-Agnostic Explanations (LIME)

Heres what were looking for:

PhD or MS candidate in Computer Science, Computer Engineering, Electrical Engineering, Physics, or related fields with an interest in Machine Learning or Artificial Intelligence

Publications, significant projects, or open-source contribution in computer vision, deep learning, generative models, or related areas

Experience with writing quality code. Here at ZEFR we use Python and Scala but welcome Matlab, Julia, and Lua

Nice to have:

Experience with a deep learning library such as TensorFlow, keras, Caffe, or Theano

Experience with training models on GPUs or in a distributed environment

AWS Cloud computing experience

Experience with SQL, Spark, Hadoop

Experience with Scala, Java, or C

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We don’t just know growth; we drive hyper growth. We work hard to help our portfolio companies grow in the double or triple digits year over year. It takes a certain acumen and skill set to navigate the challenges that come with a rapidly growing company, and IVP has the experience to guide our portfolio companies through this crucial stage of development.

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