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Sr. Staff Engineer, Machine Learning (568677)
Ref No.: 17-10298
Location: Santa Clara, California
Start Date / End Date: 12/26/2017 to 06/24/2018
Description:
Job description:
We are looking for a skilled sr. staff engineer, machine learning to contribute to the IoT product development.
Responsibilities:
Design and implement IoT products from backend.
Develop models and explore features and its influence using Spark MLlib and R and present results.
Conduct statistical analyses to learn from unstructured, real-world behavioral data
Design and implement machine learning algorithms to cleanse and transform data
Collaborate on the design and development of machine-learning code to easily and efficiently train, deploy, and measure models
Requirements:
MS / PhD in Machine Learning, Statistics, Computer Science, Data Mining, Math or any quantitative discipline
2+ years of experience
Expert in data mining algorithms and statistical modeling techniques such as clustering, classification, regression, decision trees, neural nets, support vector machines, anomaly detection, sequential pattern discovery etc.
Proficiency with Python, Java or R.
Experience building statistical models with stream data is a plus.
Background with feature engineering and model building.
Prior experience working in the Security space is a plus.