InvenSense: Data Scientist – Principal
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Leverage machine learning techniques to discover data patterns and user behavior, evaluate scenarios, and predict future outcomes with advanced modeling methods.
At: InvenSenseLocation: San Jose, CA
Web: www.invensense.com
_Contact_:
Apply online.
Job description:
- Leverage machine learning techniques to discover data patterns and user behavior
- Evaluate scenarios, and predict future outcomes through statistical data modeling, big data, and optimization tools and techniques like Bayesian modeling , MCMC based estimation methods, convolution-based methods, machine learning, random forests, decision trees, etc
- Use a combination of R, Python, JavaScript, C, Java, , SQL, etc to solve problems and discover new solutions
- Translate ideas and theory into commercial solutions, while taking ownership of the process.
- Help shape our data infrastructure, reporting and analytics platforms
Requirements:
- 8+ years in the field of data science, data discovery and machine learning.
- Strong math background
- Familiarity with a variety of machine learning techniques and statistical methods
- Proficiency with machine learning techniques
- Strong DB skills are a must, should be very strong with SQL and NoSQL databases
- Proficient in Hadoop, Map/Reduce, Pig, Scala, Hive
- Experience with designing and building large scale data pipelines at large scale
- Extensive Linux systems/shell programming experience
- Expertise in distributed/scalable systems and algorithms with awareness of time and space complexity
- Experience with handling and mining geospatial data
- Master's degree in Computer Science or equivalent