UBS is hiring a data scientist to perfrom data science operations 

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You should have strong logical, analytical and problem-solving skills

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You should have strong Datawarehousing knowledge preferably Spark Sql, MsSql or Oracle

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programming knowledge in one or more of the following: Python, Scala, C/C++, Matlab, PHP, Django, SQL/Postgres, Pytorch ASM, OpenCL, etc.

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knowledge of supervised and unsupervised learning ML/NLP models including data cleaning, developing data pipelines (both structured and unstructured),

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Good understanding of ML & NLP solutions using common ML libraries and frameworks, i.e., Pandas, Sklearn, TensorFlow, SparkML, Pytorch, Keras, spaCy

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Basic understanding of NLP/ML & algorithms and models (GLMs, SVM, PCA, NB, Clustering, DTs) and their underlying computational and probabilistic statistics.

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understanding of feature creation, model selection and ensemble methods, performance metrics and visualization

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Knowledge of recognition, Document Classification, Document Summarization, Topic Modelling, Sentiment Analysis and OCR text processing is plus.

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Hope you understand the criteria if yes then check below and apply for this opening 

Tata Group provides a virtual data analysis internship 2024