Kolkata, West Bengal, India
9 days ago
Data Scientist
Analyze large amounts of data to identify trends & patterns to generate insights  Design & implement experiments to test multiple Hypotheses to solving specific problems that bottleneck processes or impede decision-making Develop predictive models to identify trends & patterns, forecast outcomes Build AI/ML models to optimize decision-making  Evaluate performance of AI/ML models Synthetic/test data generation, as required Create Data Visualizations and Dashboards to communicate insights & recommendations  Explore application of new & emergent technologies such as Generative AI & LLMs Collaborate with internal stakeholders & Technology teams to productize innovative ideas that have the potential to drive assurance, enhance experience or improve productivity & process efficiency Education Qualification Master’s/bachelor’s degree in engineering/management from premier institutes Professional certification in Advanced Analytics Skill and Experience 3+ years of experience in data science and analytics  Strong analytical & problem-solving skills with the ability to think critically & creatively about complex business problems Expertise in data analysis, modelling, data mining & visualization Proficiency in statistical analysis & advanced ML modelling techniques including prediction, optimization and forecasting   Good understanding of machine learning techniques such as regression analysis, machine learning techniques (Decision Trees, Naïve Bayes, SVM, K-NN), Boosting & Bagging, Stacking   Expertise in data visualization & reporting tools such as Power BI   Strong Programming skills in languages such as Python, PySpark, Scala and query language like SQL   Good understanding of MLOps using MLflow, Kubeflow Strong background in Deep Learning, Neural Networks (RNN/CNN/LSTM), transfer learning, training dense layers  Experience in implementing different deep learning architecture through frameworks like TF, Keras, PyTorch, Caffe, MXNet using GPU/TPU  Knowledge of deploying ML inference code  Good understanding of cloud AI/ML platforms of GCP & Azure like Vertex AI, ML Studio, AI Foundry Excellent communication skills, with the ability to clearly & persuasively communicate complex data insights to non-technical audiences Ability to work independently & collaboratively and to manage multiple projects & priorities simultaneously Strong communication skills High level of collaboration & stakeholder management
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