Data Scientist

3 weeks ago


Aurangabad, India ADP Full time

Data Science - JDKey ResponsibilitiesWork with data from multiple internal/external data sources and APIs including Hadoop clustersWork with structured as well as unstructured dataData wrangling for cleanup, handle missing data, standardize/scale dataExplore and analyze data using visualizations to uncover hidden patternsUse ML techniques including linear/logistic regression, decision trees, classification, clustering, ensembles, text mining, social networking analysis to build modelsUse these models to identify patterns and rules which help unearth business insights and aid in decision makingEducation & ExperienceBachelor, Master's or PhD in Data Science, Computer Science, Statistics, Mathematics, or related quantitative field3+ years of hands-on experience with NLP, recommendation systems, or generative AITechnical SkillsProgramming: Expert-level Python; proficiency in SQL, or ScalaML Frameworks: PyTorch, TensorFlow, scikit-learn, Hugging Face TransformersNLP Libraries: spaCy, NLTK, Gensim, transformersBig Data: Spark, Hadoop, or similar distributed computing frameworksCloud Platforms: AWS/GCP/Azure ML services and infrastructureMLOps: Experience with model deployment, monitoring, and CI/CD pipelinesDatabases: SQL and NoSQL databases, vector databases (Opensearch )Deep understanding of transformer architectures and attention mechanismsExperience with recommendation system architectures (matrix factorization, deep learning approaches)Knowledge of information retrieval and search relevanceFamiliarity with A/B testing and statistical significance testingUnderstanding of ML interpretability and fairness considerations


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