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They generally engage with product teams to understand product roadmaps and future needs. The requirements
        are Bachelor of Science or Master of Science in electrical engineering, computer science engineering or
        mathematics and strong programming background. It also requires knowledge of deep neural network training
        interference, optimization, in leading frameworks.


        Big Data Engineer

        They play a key role in designing, building big data environments in Hadoop and Spark systems (These two are
        most prominent distributed systems for processing of data). They are generally experts in data warehousing
        solutions. They can work with petabytes of data on a daily basis. They carry out the function of obtaining
        outcomes from big data in a robust manner. Big Data Engineers should have strong programming experience.
        They should have strong knowledge in handling databases.

                 Case Study of AI Start-ups in India


        Start-ups can be defined as newly established businesses founded by some very creative people termed as
        entrepreneurs. Our country is among the top listed nations that have achieved millions of funding for tech-
        based start-ups. Some of the very famous ones are listed here:




        Niramai Health Analytix is working on an innovative AI-based
        method of detecting breast cancer in its early stage. 









                                              Haptik.ai is an artificial intelligence company powering chatbots which
                                              are conversational assistants to improve customer experience.







        Discover.ai  is a Pune-based start-up which is using ML and
        NLP to help the enterprises to reduce cost, boost revenues and
        improve productivity.





                               Niki.ai  was  founded  by  IIT  Kharagpur’s  4  graduates  in  May,  2015.  Niki  is  a  chatbot
                               product which works as an AI personal assistant. It understands the language of Indian
                               users and works for them like the famous household worker "Ramu kaka" shown in
                               movies.










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