AddressJob Description:
Lead Data Scientist
Job Location : Bangalore / Chennai
Experience Required:
- Participate in conceptualizing, designing, and developing AI/ML based solutions for healthcare domain using Computer Vision / Image Analytics/ Time-series Forecasting.
- Develop solutions around diverse challenges with some of them being Time-series forecasting, Text Analytics, Prediction / Classification, Clustering, Recommender Systems, etc…
- Operationalize built prototypes in cloud platforms like Azure, AWS & GCP or equivalent.
- 6+ years of experience in understanding a business challenge and formulating it as data science problem.
- 5+ years of experience in Python
- 2+ years of experience in building forecasting models using time-series techniques like smoothing techniques, Box-Jenkins models (ARIMA, ARIMAX), etc…
- 3+ years of experience in implementing Image Analytics using Computer Vision concepts for healthcare domain.
- 5+ years of experience with open-source libraries like Scikit-learn, Gensim, Tika, SparkNLP and Spacy
- 5+ years of experience with Machine learning concepts like K-Means Clustering, EM Algorithm, Bayesian Classifier, Multinomial Logistic Regression, SVM and CRF
- 5+ years of experience with NLP concepts like Edit distance, Vector space model, Latent Dirichlet allocation and Latent semantic analysis.
- Hands-on experience in ML Ops and related tools
- Hands-on Knowledge and implementation experience in Data Ingestion, ETL Tools, Visualization Tools
- Experience in operationalizing machine learning models in cloud platforms like Azure, AWS, GCP and IBM
- Experience in communicating complex algorithms and findings in an easily comprehensible way to clients.
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