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Associate Data Scientist

1.00 to 7.00 Years   Navi Mumbai   22 Nov, 2023
Morningstar
Job LocationNavi Mumbai
EducationNot Mentioned
SalaryNot Disclosed
IndustryFinancial Services
Functional AreaNot Mentioned
EmploymentTypeFull-time

Job Description

    The Group:Morningstars Research group provides independent analysis on individual securities, funds, markets, and portfolios.The Research group also provides data on hundreds of thousands of investment offerings, including stocks, mutual funds, and similar vehicles, along with real-time global market data on millions of equities, indexes, futures, options, commodities, and precious metals, in addition to foreign exchange and Treasury markets.Morningstar is one of the largest independent sources of fund, equity, and credit data and research in the world, and our advocacy for investors interests is the foundation of our company.Requirements: Experience in extracting data / information, through complex semistructured and unstructured documents using NLP & Parsing Analyzing business problem and cut through the data challenges. Ability to churn the raw corpus and develop a data/ML model to provide business analytics (not just EDA), machine learning based document processing. and information retrieval. Quick to develop the POCs and transform it to high scale production ready code. Good Understanding, Skills & Handson Experience in:Must Haves NLP, Scraping, Parsing including libraries such as NLTK, Gensim, Spacy, Scrapy, beautifulsoup, regex etc. Deep Learning including Keras, TensorFlow / PyTorch, Neural Networks, such as CNN, LSTM/GRU/RNN/CNN/GAN/Residual Networks etc. Supervised, unsupervised, semisupervised, few shot / zero shot learning including EDA, training, modelling, hyperparameter tuning, API creation etc. in Regression & Binary/Multiclass classifications in algorithms such as Decision Trees, SVM, XGBoost etc. Python data structures using List, tuple, dictionary, collections, iterators, Pandas, NumPy etc. including libraries such as Scikitlearn, imblearn, SciPy etc. Basic Database & SQL knowledge (like Postgres, SQL Server, MySQL etc)Desirables AWS services like EC2, Beanstalk, Lambda including Containerization, Docker images etc. Generative AI, Transfer Learning, Transformers, Embeddings, LLMs, Prompt Engineering, Encoders, Decoders etc. Object oriented programing(OOP) & Rest APIMorningstar is an equal opportunity employerHow is it to work with Data collection AI team at Morningstar You get to work on Research work coupled with business value Machine learning development Lifecyle, i.e. End to end project development (Not just POCs) Exposure to advanced workspace on cloud environment Encouragement for innovation and ideationExperienceFor Associate Data Scientist:Min Relevant Exp: 1 yr to 2 yearsData Scientist:Min 2 to 4 yrs relevant experienceSr Data Scientist:4yrs to 7 yrs relevant experienceI10_MstarIndiaPvtLtd Morningstar India Private Ltd. (Delhi) Legal EntityMorningstars hybrid work environment gives you the opportunity to work remotely and collaborate in-person each week.Weve found that were at our best when were purposely together on a regular basis, at least three days each week.A range of other benefits are also available to enhance flexibility as needs change. No matter where you are, youll have tools and resources to engage meaningfully with your global colleagues,

Keyskills :
NLPParsingNLTKDeep LearningNeural NetworksGANUnsupervised LearningEDARegressionDecision TreesSVMPythonCollectionsNumPySciPySQLPostgresSQL ServerMySQLAWSContainerizationDockerTransformersEncodersRest APIScrapingGensimSpacyScrapy

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