Data Scientist/Senior Data Scientist
- Experience in Applying Machine Learning techniques to Structured & Unstructured Data
- Experience in Natural Language Processing
- Good Experience in SQL and Python
Hands-on experience building complex statistical models in some of the following:
a) Multinomial logit
b) Integrated forecasting using GLM / Mix Models
c) Optimization using Simulated Annealing / Genetic Algorithms
d) Different types of simulations and simulations software
Cluster Analysis :
- Ability to write high-performance code in Python & queries in SQL
- Pandas, NLTK, Scikit-learn, SpaCy, Tensorflow
- Experience with Cognitive Services on Azure
- Good understanding of mathematical foundations behind Machine Learning algorithms
- Experience working with Big Data technologies such as Spark (preferred)
- Understanding of Deep Learning Techniques (preferred)
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