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Recruitment Manager at IDS HR Solutions
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Data Scientist/Senior Data Scientist - Artificial Intelligence/Machine Learning - IT (5-10 yrs)
Data Scientist/Senior Data Scientist - AI / ML based Product Company - US MNC
Company Profile:
- Company is a leading Product Development focusing in Health and Fitness domain.
- The Product (SaaS) uses domain knowledge, Machine Learning(ML) to provide AI-based Recommendations and predictions.
Role Overview:
- To help data science team do quick POC, prototyping & integrate ML models in data products.
- One will primarily focus on applying Data Science/Machine Learning/ AI algorithms on various use cases and integrating them in our product.
Responsibilities:
- Apply statistical techniques to find inferences/insights from data Quick POC & prototyping for various data science use cases
- Data preprocessing & cleansing
- Doing ad-hoc analysis and presenting results in a clear manner
- Doing research on various ML topics & use cases
- Building a recommender system
- Building various deep learning models
Skills:
- Excellent understanding of supervised machine learning algorithms like Linear Regression, Logistic Regression, Decision Tree, Random Forest, Gradient Boosted Trees, XGBoost, SVM etc
- Excellent understating of unsupervised machine learning algorithms like K-Means, PCA, SVD, Anomaly Detection
- Strong knowledge of statistics: descriptive stats, T-Test, Anova, Chi-squared, probability distributions
- Knowledge of deep learning techniques like NN, CNN, RNN, LSTM etc.
- Strong knowledge of Recommender system: Content-based, Collaborative Filtering, Matrix factorization
- Experience various ML Frameworks/Libraries like Sklearn, Pandas, Numpy, Tensorflow, Keras etc.
- Strong experience in python programming with OOP concepts
- Strong experience of Git
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