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Data Scientist - 8 to 11 years - Bangalore

Job Responsibilities

Data Scientist - 8 to 11 years - Bangalore

• 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

• 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

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)

Ref:  389953
Posted on: 
Experience level:  Experienced
Contract Type:  Permanent
Location: 

Bangalore, KA, IN

Department:  Financial Services