Location: Chennai
Experience: 2+ Years
Skill: Knowledge for Data Scientist
Other responsibilities associated with the position include:
- Developing machine learning solutions which predict customer needs and intentions in real-time at the moment of interaction, in-batch prior to the event, or in-batch after the event for analytical labeling/categorization. The outputs will then be used to determine the optimal engagement and experience to provide to the customer.
- Partnering with functional and channel stakeholders to define use cases and model targets.
- Working with domain experts to understand data sources and complete feature engineering.
- Designing and executing experiments with training data sets to determine the best models to apply and performing cross-validation to test the efficiency of the resulting algorithms.
- Partnering with production engineers to deploy your models for run-time scoring and comparing the live performance of your models to expectations and evaluating gaps.
- Independently or within a team, building solutions to support overall projects, including label generation, data schemas, ad hoc analytics, output structure/packaging, and end-to-end prototype demos.
- Presenting your work to team members, peers, and leadership and building any visualizations or presentations necessary for communications purposes.
