Data Scientist - 6 to 9 Years - Mumbai
Capgemini
Mumbai, MH, IN
4d ago
source : SuccessFactors

Short Description

Data Scientist - 6 to 9 Years - Mumbai

Qualifications

Bachelors in Engineering

Job Responsibilities

  • Works to design and develop analytical / data mining / machine learning models as part of data science solutions
  • Gather, evaluate and document business requirements, translate to data science solution definition, and ability to implement solution on a Big Data platform
  • Ability to design and build an end-to-end prototype data science solution to a business problem in any specific sector / function
  • Ability to support and guide end-to-end model lifecycle management
  • Create model documentation as per client / regulatory standards
  • 3 -10 years of experience in analytics / Data Science.
  • Must Have :
  • Experience in Machine Learning / Analytics
  • Hands-on experience in machine learning, convolutional neural networks, NLP methods, decision trees, classification, clustering, and regression
  • Programming expertise in Python / R / Pyspark
  • Knowledge of traditional Machine Learning algorithms so that champion / challenger comparisons of traditional vs. new algorithms can be quantified and explained clearly to business managers with little understanding of the technology
  • Good to have :

  • Experience with Deep Learning and machine learning packages (e.g., Theano / TensorFlow / DeepLearning4j) for anomaly detection, using methods like Word2Vec, t-distributed stochastic neighbor embedding (t-sne), one-class SVM, non-linear kernels, Elliptic Envelope, and Isolation Forest
  • Experience in distributed computing (Spark / Hadoop)
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