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You hear people say “follow your dreams” all the time but how many people do you know that actually do so? Sometimes you get caught in a job that you do not want to do because of certain reasons. You might even end up choosing a career that you never wanted to pursue. If you wish to l.....
Your role entails -> Articulating complex problems that can be solved with data; own specific modules to ensure successful product integration.> Raw data analysis – assessing quality, cleansing, structuring for downstream processing.> Design & development of advance machine learning techniques to power our suite of products.> Infer behavioral patterns from massive amount of geo-spatial data; create user segments based on demographics data and movement patterns (look alike modelling).> Collaborate on key architectural decisions and design considerations.Your experience and skill set includes -> Prior experience in a similar role : Senior Data Scientist (~6 yrs) & Data Scientist (~3 yrs).> Masters in statistics / machine learning / operations research / computational sciences /any other quantitative field. (Exceptional candidates with flair for complex problem solving are welcome!).> Solid understanding of probability and statistics; good understanding of research design, A/B and test-vs-control statistical testing frameworks.> Solid understanding of unsupervised and supervised machine learning approaches including clustering and classification techniques.> Solid understand of how to assess the quality of machine learning models including the ability to diagnose and correct problems.> Experienced/Advanced programmer in Scala, Python, or similar programming languages.> Experience working with any one of the data wrangling libraries i.e. spark-sql, pandas, numpy, scipy etc. & machine learning libraries i.e. mllib, scikit-learn, tensorflow, keras etc.> Basic knowledge of NLP, image processing etc.> Hands-on experience with AWS.> Working knowledge of HDFS, linux etc.Would be great if you have -> Past experience in a tech start-up.> Familiarity with the digital media / advertising industry is a big plus.
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