Machine Learning Engineer

Job Description

We are looking for an experienced machine learning engineer  to join us at Price.com to help us build the most comprehensive that allows you to seamlessly shop across all marketplaces

Qualifications:

  • Should have a degree in quant heavy disciplines like Statistics, Engineering, Mathematics etc
  • Should possess critical thinking abilities
  • Hands on experience with handling large scale text data
  • Knowledge of word embedding concepts like word2vec and TF-IDF
  • 2-3 years experience with text classification and clustering algorithms like Naïve Bayes, SVM, k-means, kNN, Random Forests, xgboost and their implementation in R/Python
  • Experience with statistical concepts like Hypothesis tests, probability distributions and statistical tests like ANOVA, F-statistic, Tuckey test etc
  • Knowledge of supervised and unsupervised machine learning algorithms like Random Forests, Naïve Bayes, SVM, k-means, Neural Networks etc.
  • Knowledge of model validation methods like accuracy, precision, recall, F-score, AUC etc.
  • Should be fluent in either Python or R. Hands-on experience with Python libraries like scikit-learn, numpy, scipy and pandas
  • Experience working on AWS machines
  • Experience with deploying neural network models on text data using tensorflow, keras etc.
  • Knowledge of deploying a model using pickling and deploying a web app via Django/Flask would be a plus

Responsibilities:

  • Prototype, validate and deploy machine learning/predictive models. Integrate some of the modules with Price.com product to make it more comprehensive
  • Own, manage and use the data coming from various products/channels at Price.com
  • Ideate the business problems which can be solved through available data. Devise an analytics plan and implement them to solve those problems
  • Report to product managers/leads
  • Liaise and work in unison with Data Engineering and Product teams

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