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Data Scientist

at IT Product based Org.

Agency job
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Ahmedabad
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3 - 5 yrs
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₹10L - ₹12L / yr
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Full time
Skills
Machine Learning (ML)
Data Science
Natural Language Processing (NLP)
Computer Vision
Deep Learning
Python
Neural networks
Support vector machine
Ensemble
Clustering
PostgreSQL
recommendation algorithm
  • 3+ years of Experience majoring in applying AI/ML/ NLP / deep learning / data-driven statistical analysis & modelling solutions.
  • Programming skills in Python, knowledge in Statistics.
  • Hands-on experience developing supervised and unsupervised machine learning algorithms (regression, decision trees/random forest, neural networks, feature selection/reduction, clustering, parameter tuning, etc.). Familiarity with reinforcement learning is highly desirable.
  • Experience in the financial domain and familiarity with financial models are highly desirable.
  • Experience in image processing and computer vision.
  • Experience working with building data pipelines.
  • Good understanding of Data preparation, Model planning, Model training, Model validation, Model deployment and performance tuning.
  • Should have hands on experience with some of these methods: Regression, Decision Trees,CART, Random Forest, Boosting, Evolutionary Programming, Neural Networks, Support Vector Machines, Ensemble Methods, Association Rules, Principal Component Analysis, Clustering, ArtificiAl Intelligence
  • Should have experience in using larger data sets using Postgres Database. 

 

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