Deep Learning Expert

PatternEx

San Jose, CA, US
  • Job Type: Full-Time
  • Function: Data Science
  • Post Date: 01/21/2021
  • Website: patternex.com
  • Company Address: 4620 Fortran Dr Suite 202, San Jose, CA, 95134

About PatternEx

PatternEx is an Artificial Intelligence security company that has developed a platform to identify malicious user intent. The PatternEx solution enables our customers to predict and prevent cyber attacks in real time, anywhere across the enterprise.

Job Description

Be on the leading edge of applying deep learning in the cyber security domain. As part of the development and research teams, you will directly impact the product by developing core algorithms to model complex problems.

Specific responsibilities include:

Prototyping, implementation, and validation of deep learning models to detect malicious behaviors
Development of end-to-end data science applications, covering data ingestion and preprocessing, feature learning and/or engineering, data modeling, and model deployment.
Required Experience:

Proven expertise with deep learning, including one or more of the following: convolutional neural networks, recurrent neural networks, usage of long short term memories.
Development of end-to-end data science applications, covering data ingestion and preprocessing, feature engineering, data modeling, and model deployment.
Expertise with machine learning and statistical methods.
Strong CS fundamentals, including good working knowledge of classic algorithms and data structures.
MS/PhD in Computer Science, Mathematics or related discipline
Desired Experience:

Led projects involving deep learning.
Led data science projects involving transactional datasets.
Expertise handling large unstructured datasets.
Experience working in a software development team
Distributed systems development using Kafka, Spark, Cassandra, etc.
Python, Unix/Linux
Experience with developing on AWS.
Contact us.

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