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Senior Data Scientist

Company: Fortinet
Location: Sunnyvale
Posted on: June 19, 2022

Job Description:

Fortinet is currently looking for a talented individual to join our FortiSIEM Engineering team to assist in the development of data science algorithms in a cyber security context. As a member of the Engineering team, you will be responsible for developing machine learning algorithms, tuning them in customer environments, scaling them in Big Data platforms and working with the FortiSIEM Engineering team to deliver them to the market place. The successful candidate will have a strong mathematical background to understand various algorithms implementation experience to make the algorithms work in practice. The candidate must also be aware of recent developments in the field. KEY RESPONSIBILITIES: -Work closely with FortiSIEM CTO and product management to gather requirements -Design machine learning algorithms for various use cases -Tune the algorithms with customer data -Scale the algorithms on a big data platforms -Integrate with FortiSIEM architecture REQUIREMENTS: - Master -s degree with 2+ years of industry experience - In-depth knowledge on machine learning problems unsupervised, supervised, deep learning and associative data mining both academic and practical large scale implementation aspects - Experience with machine learning libraries (Scikit-Learn, PyTorch, TensorFlow, Numpy, Matlab, Weka, Mahout etc) and big data platforms (Elastic Search, HDFS, MapReduce, Hive, Mahout) - Ability to take ideas from academic publications and rapidly prototype within the FortiSIEM development framework - Ability to model customer driven real world problems into a machine learning framework and come up with good solutions - Hands on proficiency in implementing algorithms in Java and Python - Experience in applying machine learning algorithms for cyber security problems (desired) - Experience with RDMS and SQL (desired) - Experience architecting systems following the REST architectural style (desired) - High-level knowledge on the Spark eco-system (desired) #LI-KD1 #GDFortinet (NASDAQ: FTNT) secures the largest enterprise, service provider, and government organizations around the world. Fortinet empowers its customers with intelligent, seamless protection across the expanding attack surface and the power to take on ever-increasing performance requirements of the borderless network - today and into the future. Only the Fortinet Security Fabric architecture can deliver security features without compromise to address the most critical security challenges, whether in networked, application, cloud or mobile environments. Fortinet ranks number one in the most security appliances shipped worldwide and more than 450,000 customers trust Fortinet to protect their businesses.We are committed to providing reasonable accommodations for all qualified individuals with disabilities. If you require assistance or accommodation due to a disability, please contact us at accommadations@fortinet.com.Fortinet is an equal opportunity employer. We value diversity in our company, and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or any other applicable legally protected characteristics in the location in which the candidate is applying.Full time

Keywords: Fortinet, Sunnyvale , Senior Data Scientist, Other , Sunnyvale, California

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