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-makingDevelop predictive models to identify trends & patterns, forecast outcomesBuild AI/ML models to optimize decision-making Evaluate performance of AI/ML modelsSynthetic/test data generation, as requiredCreate Data Visualizations and Dashboards to communicate insights & recommendations Explore application of new & emergent technologies such as Generative AI & LLMsCollaborate with internal stakeholders & Technology teams to productize innovative ideas that have the potential to drive assurance, enhance experience or improve productivity & process efficiency

Skill and Experience

15+ years of experience in data science and analyticsStrong analytical & problem-solving skills with the ability to think critically & creatively about complex business problemsExpertise in data analysis, modelling, data mining & visualizationProficiency in statistical analysis & advanced ML modelling techniques including prediction, optimization and forecastingGood understanding of machine learning techniques such as regression analysis, machine learning techniques (Decision Trees, Naïve Bayes, SVM, K-NN), Boosting & Bagging, StackingExpertise in data visualization & reporting tools such as Power BIStrong Programming skills in languages such as Python, PySpark, Scala and query language like SQLGood understanding of MLOps using MLflow, KubeflowStrong background in Deep Learning, Neural Networks (RNN/CNN/LSTM), transfer learning, training dense layersExperience in implementing different deep learning architecture through frameworks like TF, Keras, PyTorch, Caffe, MXNet using GPU/TPUKnowledge of deploying ML inference codeGood understanding of cloud AI/ML platforms of GCP & Azure like Vertex AI, ML Studio, AI FoundryExcellent communication skills, with the ability to clearly & persuasively communicate complex data insights to non-technical audiencesAbility to work independently & collaboratively and to manage multiple projects & priorities simultaneouslyStrong communication skillsHigh level of collaboration & stakeholder management

Education Qualification

Master’s/bachelor’s degree in engineering/management from premier institutesProfessional certification in Advanced Analytics