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Vectra AI, Inc.

Senior Data Scientist

Vectra AI, Inc., San Jose, California, United States, 95199


Position OverviewBe on the leading edge of applying machine learning and data modeling to the world of advanced cyber security. As part of the Data Science team you will directly impact the product by modeling complex problems and developing production

software . You will develop these models and

algorithms

in collaboration with Security Researchers, who are experts in cyber security attack techniques. This work provides the core

detection

capability for our customers.

This is a hybrid role with the ideal candidate being located in Greater Boston, MA or San Jose, CA.

Responsibilities

Be a technical leader in the team by being a resource for Data Scientists on areas of machine learning, statistics, and software engineering.

Leverage large datasets to develop machine learning and statistical models that can differentiate between normal and attack behaviors.

Own the prototyping, development, and testing of complex

detection

algorithms

that implement these models and provide customers with real-time visibility.

Analyze

detection

algorithm

performance and present key findings to business leaders.

Collaborate with Security Research, Data Engineering, and Software Engineering teammates.

Required Experience

3-4 years professional experience in Data Science and/or Machine Learning Engineering

MS/PhD in Computer Science, Mathematics, Physics or related discipline

Hands-on experience with machine learning and statistical techniques

Strong experience with Python and object-oriented programming

Ability to work with datasets using SQL or other libraries (pandas, numpy, etc.)

Familiarity with data structures and

algorithms

Linux and Git proficiency

Desirable Qualifications

Familiarity with Spark, Flink, or other distributed computing systems

Experience with cloud computing platforms (AWS, Azure, GCP, etc.)

Database experience (SQL or

NoSQL

variants)

Experience working in a software development team

Programming experience in C++, Scala/Java, Go, or other languages

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