Research Scientist - General Motors (Bangalore, India)

At GM R&D, innovation and market responsiveness are rooted in our history and form the foundation of our success. How does GM R&D carry on the tradition? By sensing the needs of diverse people around the globe and responding with imagination to meet those needs. We are constantly crossing the boundaries of science and engineering to benefit our customers and our world. You can tell by examining the scope of our work at R&D - jobs at GM R&D blend high-priority innovation programs, development projects, and exploratory research.

http://www.gm.com/

Job Description in brief-

The role is research base and requires people Statistics/ econometrics/ mathematics background. A top ranker in the BTech CS/EE/Physics class at an IIT, or a Math/Stats professor at a reputed school, or winner of an international programming contest is a plus. Candidates are specifically required to have current experience in statistical/econometric modeling on large data sets, or in the area of numerical analysis. Compensation exceeds industry standards.

Diagnosis and Prognosis Group (D&P)

Focus Area

• Collect & analyze on-board real-time automobile data using data loggers, cleaning and filtering of the data, use the diagnostic trouble codes and vehicle sensory information to predict individual vehicle health, and prognosis capability to predict remaining useful life.
• Use of temporal data mining, fuzzy logic and neural net algorithms for real-time diagnosis and prognosis of vehicle components, sub-systems and system as a whole.
• Embed these algorithms inside the vehicle data logger for real-time vehicle heath management, anomaly detection via pattern recognition etc.

• Real-time data collection, data analysis and filtering
• Signal processing, pattern recognition, embedded systems, neural-net/fuzzy logic based prognosis and control of subsystems and systems. Background in physics based modeling for diagnosis and prognosis.

• Data Mining and Analysis of Warranty and Service data for automotive applications
• Working with huge Warranty and Service Databases for an automotive company. Conduct data mining, text mining and advanced statistical analysis to provide early warning to customers related to their vehicle health and alerts for maintenance. Also, predict remaining useful life (RUL) of components such as battery, brakes, tyres, etc.to minimize maintenance cost.
• Develop analytical techniques and algorithms and technical software codes for the above.
• Corporate warranty and service system analyzers.
• Communicate results in research reports and oral presentations within the company.

• All aspects of Text Mining, Data Mining, Signal processing, pattern recognition etc.
• Prognosis of structured and unstructured text. Ability to combine text mining with data mining for root cause analysis.
• Bayesian statistics, reliability modeling, robust statistics, solid statistical background with inclination towards industrial applications.
• Fast search algorithms development, ability to query from multiple databases and apply data mining, clustering and association rules for identifying patterns in the data.
• Statistics, combined with Operations research, and some background on econometrics. Multiple objective optimization techniques.

Visit us at: http://www.corporate-recruiter.co.uk/JobSearch.aspx for more statistical jobs

URL: www.datashaping.com/jobs17171c.shtml
Please mention datashaping.com when applying. Thank you.