Data Scientist - Bengaluru, India - Zinnov

Zinnov
Zinnov
Verified Company
Bengaluru, India

1 week ago

Deepika Kaur

Posted by:

Deepika Kaur

beBee Recuiter
Description
Department

  • ML
  • Job posted on


  • Mar 8, 202

  • Employment type
  • Permanent

Job Description:


The Data Scientist at Draup will be responsible for analysing a huge volume of unstructured text data and deriving insights by building machine learning/deep learning models, EDA, data modelling etc.


Job Overview:


You will be working heavily on NLP techniques such as Named Entity Recognition (NER), Pattern Recognition, Text Clustering, Text Classification, Text generation, Outlier detection, Recommended Systems etc.

You will also be responsible for creating end-to-end ML pipelines for deployment of models.


Required Skills:


  • At least 23 years of industry experience in one or more fulltime Data Science/ML role.
  • Excellent proficiency in Python.
  • Handson knowledge of using Python libraries like Pandas, NumPy, SciPy, Scikit-Learn, NLTK, SpaCy etc.
  • At least 1.5 years of experience working with textual data.
  • Indepth understanding of distributed text representation algorithms like Word2Vec, GLOVE, Doc2Vec etc.
  • Knowledge of different classification and clustering techniques.
  • Good understanding and curiosity towards Machine Learning & NLP algorithms.
  • Handson knowledge of TensorFlow/Keras/PyTorch framework.
  • Quick learner and Ownership driven Individual
What Will Give You an Advantage (Not must but good to have skills)

  • Experience in Spark or other distributed computing frameworks.
  • Understanding of Transformers model & knowledge of libraries like huggingface
  • Experience of working in a startup environment.
  • In touch with recent trends in ML/NLP and a general curiosity towards the field.
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