Job Location: Bangalore/Bengaluru
Must-Have: ML, NLP, and Computer Vision. (AWS or Azure or Google cloud)
Responsibilities
- Research & develop Machine Learning models for security problems, in the areas of Networking, Application & Data.
- Suggest, collect and synthesize requirements and create effective features.
- Apply research methodologies to identify the Machine Learning models for the problem at hand.
Minimum Qualifications
- Minimum of 7+ years of relevant 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, Mechanism Design, etc.)
- Extensive experience in handling Time-series data
- Extensive background in statistical analysis and modeling (distributions, hypothesis testing, probability theory, etc.)
- Experience in working on anomaly detection
- Experience in handling structured and unstructured data.
- Strong hands-on experience with statistical packages and ML libraries (e.g. Python scikit learn, Spark MLlib, etc.)
- Experience in developing and debugging in one or more of the languages Python
Preferred Qualifications
- Experience working with relational and NoSQL/Graph databases
- 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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