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Data Scientist
Data ScientistADP • mount, kerala, in
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Data Scientist

Data Scientist

ADP • mount, kerala, in
2 days ago
Job description

Data Science - JD

Key Responsibilities

  • Work with data from multiple internal / external data sources and APIs including Hadoop clusters
  • Work with structured as well as unstructured data
  • Data wrangling for cleanup, handle missing data, standardize / scale data
  • Explore and analyze data using visualizations to uncover hidden patterns
  • Use ML techniques including linear / logistic regression, decision trees, classification, clustering, ensembles, text mining, social networking analysis to build models
  • Use these models to identify patterns and rules which help unearth business insights and aid in decision making

Education & Experience

  • Bachelor, Master's or PhD in Data Science, Computer Science, Statistics, Mathematics, or related quantitative field
  • 3+ years of hands-on experience with NLP, recommendation systems, or generative AI
  • Technical Skills

  • Programming : Expert-level Python; proficiency in SQL, or Scala
  • ML Frameworks : PyTorch, TensorFlow, scikit-learn, Hugging Face Transformers
  • NLP Libraries : spaCy, NLTK, Gensim, transformers
  • Big Data : Spark, Hadoop, or similar distributed computing frameworks
  • Cloud Platforms : AWS / GCP / Azure ML services and infrastructure
  • MLOps : Experience with model deployment, monitoring, and CI / CD pipelines
  • Databases : SQL and NoSQL databases, vector databases (Opensearch )

  • Deep understanding of transformer architectures and attention mechanisms
  • Experience with recommendation system architectures (matrix factorization, deep learning approaches)
  • Knowledge of information retrieval and search relevance
  • Familiarity with A / B testing and statistical significance testing
  • Understanding of ML interpretability and fairness considerations
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    Data Scientist • mount, kerala, in

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