DeepInstinct
  • Published: March 1, 2021
Category
Job Type
Level of education
Masters
Level of Hebrew
Medium
Location of job
Tel Aviv/ Ramat Gan
How many relevant years experience do you require for the role:
2 years

Description

As a deep learning scientist in the Deep Learning team, your responsibilities with include:

- Keep up to date with the latest developments in neural networks research and their potential applications to cyber-security
- Understand the unique challenges presented by the cyber-security domain
- Work with cyber-security specialists, data engineers, and security researchers, to understand the specificities of the data and fit solutions to it
- Develop machine learning models for solving various problems related to cyber-security
- Prepare and deliver oral presentations, as well as write articles in scientific journals

Requirements

- Experience in natural language processing, computer vision, machine learning or algorithm research
- Experience in working with Python and data science-related libraries (NumPy, Pandas...) as well as deep learning frameworks such as PyTorch, TensorFlow or other related frameworks
- Track record of publication in machine learning conferences
- Ph.D. or master's degree with four years of industry experience in computer science, mathematics, statistics or related field

Preferred Qualifications

- Experience in working with unstructured data, binary data and large-scale datasets
- Experience with adversarial machine learning methods
- Experience in working with AWS and distributed GPU training
- Industry experience in conducting end to end research projects from data analysis and hypothesis formulation to model evaluation and serving for production environments
- First-author publications at peer-reviewed AI conferences (e.g. NeurIPS, ICML, ICLR, AISTATS, UAI)

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