Data ScientistADP • Aurangabad, IN
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Data Scientist
ADP • Aurangabad, IN
2 days ago
Job descriptionBachelor, 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 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 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
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
Technical Skills
Databases : SQL and NoSQL databases, vector databases (Opensearch )
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Data Scientist • Aurangabad, IN
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