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What is the qualification for data scientist in India? - TheOmniBuzz No matter what domain your prospective employer is specializing in (whether it’s finance, healthcare or education) all data scientists should have an advanced understanding of Machine Learning algorithms and techniques. This includes concepts such as supervised/unsupervised learning, clustering algorithms, time series prediction models and neural networks. With this knowledge, you’ll be able to develop strategies that help your client or employer extract insights from their datasets to guide their decisions.