Career Makers
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Senior Scientist/NLP/Machine Learning/Data Mining Professional (2-10 yrs)
Location:
Bangalore
Description:
Major responsibilities:- Use statistics, NLP and machine learning techniques to create scalable solutions for business problems- Analyze and extract relevant information from large amounts of both structured and unstructured data to help automate and optimize key processes- Design, experiment and evaluate highly innovative models for predictive learning- Work closely with software engineering teams to drive real-time model experiments, implementations and new feature creations- Work closely with operations staff to optimize various business operations- Establish scalable, efficient, automated processes for large scale data analyses, model development, model validation and model implementation- Track general business activity and provide clear, compelling management reporting on a regular basis- Research and implement novel machine learning and statistical approachesBasic Qualifications:- A MS in CS Machine Learning/NLP, Statistics, Operational Research or in a highly quantitative field- 3+ years of hands-on experience in predictive modeling and large data analysis- 3+ years of experience using R/SAS and SQL in a Linux/UNIX environment- 3+ years of experience with Python- Strong communication and data presentation skills- Strong problem solving abilityPreferred Qualifications:- A PhD in CS Machine Learning/NLP, Statistics, Operational Research or in a highly quantitative field- 5+ years of industry experience in predictive modeling and large data analysis- Strong skills with Python and Java/C++- 1+ year distributed programming experienceMachine Learning ScientistMajor responsibilities:- Use machine learning, data mining and statistical techniques to create new, scalable solutions for business problems- Analyze and extract relevant information from large amounts of Amazon's historical business data to help automate and optimize key processes- Design, develop and evaluate highly innovative models for predictive learning- Establish scalable, efficient, automated processes for large scale data analyses, model development, model validation and model implementation- Research and implement novel machine learning and statistical approachesBasic Qualifications - An MS/PhD in CS, Machine Learning, Operational research, Statistics or in a highly quantitative field. PhD strongly preferred.- Industrial experience in predictive modeling and analysis, predictive software development- Strong Problem solving ability- Good skills with Java or C++, Perl/Python (or similar scripting language)- Experience in using R, Matlab, or any other statistical software- Experience in mentoring junior team members, and guiding them on machine learning and data modeling applications- Strong communication and data presentation skillsPreferred Qualifications :- 2-10 years of industrial experience in predictive modeling and analysis, predictive software development- Experience handling gigabyte and terabyte size datasets- Experience working with retail or e-commerce data- Experience working with distributed systems and grid computing- Publications or presentation in recognized Machine Learning and Data Mining journals/conferences (ref:hirist.tech)
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More About this Listing: Senior Scientist/NLP/Machine Learning/Data Mining Professional (2-10 yrs)
Senior Scientist/NLP/Machine Learning/Data Mining Professional (2-10 yrs) is a Science & Pharmaceutical Scientist Job at Career Makers located in India. Find other listings like Senior Scientist/NLP/Machine Learning/Data Mining Professional (2-10 yrs) by searching Oodle for Science & Pharmaceutical Scientist Jobs.
Senior Scientist/NLP/Machine Learning/Data Mining Professional (2-10 yrs) is a Science & Pharmaceutical Scientist Job at Career Makers located in India. Find other listings like Senior Scientist/NLP/Machine Learning/Data Mining Professional (2-10 yrs) by searching Oodle for Science & Pharmaceutical Scientist Jobs.