Job Location: Bengaluru, Karnataka, India
Job Description
Roles responsibilities
- Research & develop Machine Learning models for FortiAIOps, in the areas of Application, Networking and Data Analytics.
- Suggest, collect and synthesize requirements, and create effective features.
- Apply research methodologies to identify the Machine Learning models for the problem at hand.
Basic Qualifications
- Bachelors/Masters in CS/IT/EE/Mathematics and computing with 6+ years of experience
- Experience in implementing and deploying Machine Learning solutions ( using various models, such as Linear/Logistic Regression, Support Vector Machines, (Deep) Neural Networks, Hidden Markov Models, Conditional Random Fields, Topic Modeling, Game Theory etc)
- Extensive background in statistical analysis and modeling (distributions, hypothesis testing, probability theory, etc.)
- Strong hands-on experience with statistical packages and ML libraries (e.g. R, Python scikit learn, Spark MLlib, etc.)
- Experience in effective data exploration and visualization (e.g. Excel, Power BI, Tableau, Qlik, etc.)
- Experience in developing and debugging in one or more of the languages R,Python
- Ability to work in cross-functional teams
Preferred Qualifications
- Domain expertise in Networking ( TCP/IP, HTTP) , Web Application Security (Bot detection ) is preferred
- Experience in Virtualization, Networking & Analytics Domain
- Unsupervised & Deep Learning Experience
- Experience in applying Machine Learning techniques
- Ability and willingness to multi-task and learn new technologies quickly
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