Data Scientist Job in Chennai at Fidelity

Fidelity is hiring for the role of Data Scientist!

Responsibilities of the Candidate:

• Improve customer experience, top line and bottom line of the business by identifying growth and efficiency opportunities
• Analyze structured and unstructured data using data mining/statistical/machine learning/deep learning tools, Data visualization, Digital/ Web analytics tools and techniques and storytelling.
• Managing business partner / stakeholder engagement
• Participating in / leading interactions with middle and senior level management

Requirements:

• Expertise in Machine Learning (ML) and Artificial Intelligence (AI) :
• Given a business problem, the ability to translate it into an ML problem and then
• conceptualize and design solutions from end-to-end
• Possess extensive knowledge of and experience in applying data mining and machine learning, deep learning and Reinforcement learning techniques
• Expert in handling various data types and structures: structured, unstructured, voice, static versus streaming data. Extensive prior experience in integrating data
• Familiarity with recommender system algorithms such as multi-armed bandit, neural collaborative filtering, graph based recommendation etc.
• Should have extensive experience with relational, NO-SQL and Graph databases
• Interpret, criticize, and debug neural networks (not just implement and evaluate accuracy)
• Proficiency in the entire Data Modeling life cycle
• Comfortable with TensorFlow/Keras/Theano/PyTorch
• Familiarity with foundational model reasoning: bias-variance tradeoff, shrinkage/partial pooling
• Able to independently research and apply state-of-the-art deep learning and Bayesian modeling literature
• Communicate design decisions, tradeoffs, and findings to technical and non-technical stakeholders
• Very good communication skills
• Self-motivated individual with a strong sense of purpose
• Independent execution abilities with no hand-holding
• Ability to work in teams
• Must be able to mentor and guide junior team members