UG :- - Not Required
PG :- - Not Required
No of position :- ( 1 )
Post :- 23rd Nov 2022
We are currently seeking a passionate Data Scientist with a proven record of building data driven solutions. We are looking for creative individuals who can understand complex business problems as well as develop prototypes. The individual will work closely with the rest of the data science team to apply state of the art approaches to address real life challenging problems in machine learning, data mining, search and natural language processing.
3+ years of industry experience in core data science dealing with large volume, free text and variety of datasets.
Proficiency in java / scala / python.
Experience with modeling and analysis, NLP, Machine Learning, Deep Learning, and/or large-scale data mining. Has deep experience in the data science methodology from exploratory data analysis, feature engineering, model selection, deployment of the model at scale and model evaluation.
Benchmark, and test models/algorithms against performance metrics. Interpret the performance and implement course-correction in the overall product development.
Experience working on text mining, recommendation engines, clustering techniques, decision trees, predictive analysis, classification and regression problems.
Experience in implementing information extraction techniques on unstructured free text data using NLP and ML e.g. Relationship extraction from free text with complex context.
Convert research papers into practical engineering solutions in production.
Work with data engineering and infrastructure team members to implement practical machine learning solutions in production.
Choose the most effective technologies and approaches for a variety of big data and data science challenges, and own application thereof.
Worked with: NLP packages like GATE, NLTK, Gensim, Stanford CoreNLP, Apache OpenNLP; ML/Deep-Learning packages like Scikit-Learn, TensorFlow, PyTorch, Spark MLlib, H2O, Mallet, Mahout, Weka, Deeplearning4J
Experience in Video Analytics/ Computer Vision/ Image processing