Title:  Associate Data Scientist

AI/Machine Learning

Job Description: AI / Machine Learning Engineer

Position Overview:

We are seeking a highly skilled and experienced in Machine Learning Engineer to join our dynamic team. The ideal candidate will have extensive experience with Python and SQL, be well-versed in machine learning and predictive modeling, and possess a strong background in data analysis, feature engineering, and natural language processing.

Key Responsibilities:

• Develop and implement machine learning models using scikit-learn, numpy, pandas, matplotlib, seaborn, and pycaret.
• Utilize Random Forests, Gradient Boosting Machines, and Support Vector Machines for model building.
• Perform hyperparameter tuning using Grid Search CV and Randomized Search CV.
• Execute natural language processing tasks, including named entity recognition (NER) and sentiment analysis using NLTK and Spacy.
• Employ Boruta, RFECV, and RFE for feature engineering.
• Apply lemmatization and stemming techniques for text preprocessing.
• Use Bag of Words (BOW) and Term Frequency-Inverse Document Frequency (TF-IDF) for text vectorization.
• Implement BERT model for text summarization and document classification.