We are seeking expertise in :
- Classic Machine Learning (such as Logistic Regression, Decision Trees, Random Forest, Bagging and Boosting).
- Computer Vision knowledge would be a plus, not mandatory (Open CV, Keras, Pytorch, Tensor Flow)
The role will involve:
- Closely work with supply chain, pricing and product mgmt teams to improve the overall efficacy of the system.
- Understand business, formulate problems, extract relevant information, develop models, pilot and A/B test results.
Requirement :
- Adept at Machine Learning Concepts - The deeper, the better. (SVM, Random Forests, Logistic Regression, Bagging and Boosting, Linear and Nonlinear models, Bayesian theory, Recommendation systems etc.)
- Understanding/experience in NLP, NN and Computer Vision
- Working knowledge of a query language SQL/MySQL
- Knowledge of visualization tools like R-Shiny/Matplotlib
- Fluent in the programming languages - Python/R
- Experience in the development of ML models at scale and taking them into the production environment is a big plus.
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