Ford Job Vacancy Alert for Data Scientist
Job Description & Qualifications
Build data-driven models to understand the characteristics of engineering systems
Apply machine learning, data mining and text mining techniques to create scalable solutions for business problems
Train, tune, validate, and monitor predictive models
Analyze and extract relevant information from large amounts of historical business data especially related to quality, product development, and connected vehicles, both in structured and unstructured formats
Establish scalable, efficient, automated processes for large scale data analyses
Package and present the findings and communicate with large cross-functional teams
Area of professional exposure (technical skills)
• M.S. or Ph.D. in Engineering, Computer Science, Operations research, Statistics, Applied mathematics, or in a related field
• 5+ years of hands-on experience in using machine learning/text mining tools and techniques such as Clustering/classification/decision trees, Random forests, Support vector machines, Deep Learning, Neural networks, Reinforcement learning, and other numerical algorithms
• 5+ years of experience in at least one of the following languages: Python, R, MATLAB, Java, C/C++/C#, SAS
• Experience with NoSQL database and Hadoop Ecosystem especially handling connected vehicle data
• Hands-on experience in connected vehicle data, knowledge of Spark, MLlib, and Graph databases is a big plus
• Excellent problem solving, communication, and data presentation skills
Education Qualifications
B.E., B.Tech., MBA
No. of years of experience
1 to 3 years
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(Ford Job Vacancy Alert for Data Scientist)