Principal Data Scientist I

14 hours ago

Gurugram Haryana, India Zinnia Full time

**WHO WE ARE**:
Zinnia is simplifying how people buy, sell, and administer insurance products. Combining intuitive enterprise technology solutions and data insights, the Policygenius marketplace, and market-leading products including SmartOffice, AnnuityNet, LifeSpeed, WinFlex, TPP, VitalSales Suite, and Exchange Consulting, Zinnia is redesigning the insurance experience for shoppers, advisors, and insurers alike — and enabling more people to protect their financial futures along the way. Zinnia has over $173.7 billion in assets under administration across 100+ carrier clients, 2500 distributors and partners, and over 2 million policyholders.

**WHO YOU ARE**:
Our data team serves Zinnia through data engineering, data analysis, and data science. Our goal is to help uncover opportunities and make decisions with data. We partner with all department stakeholders across the company to develop deeper predictors of behavior, develop insights that drive business strategy and build solutions to optimize our internal and external experiences.

**WHAT YOU'LL DO**:

- Work in a dynamic and innovative company to develop cutting-edge solutions

internal teams through automated decision making
- Develop and support models to enable things such as prescriptive insights, automated decisioning, and insights derived from large audio and text corpus.
- Develop experiments to understand model impact, monitor live model analytics, and manage training and retraining pipelines
- Work with stakeholders to intake complicated business problems and translate them into solvable data science projects.
- Partner with data engineering to take your model from development to deployed infrastructure
- Brainstorm future use cases and contribute to the learning culture of the data science team
- Partner with and mentor other data scientists and data analysts

**WHAT YOU'LL NEED**:

- You have Data Science experience building and validating machine learning and forecasting models in R or Python
- You have experience in supervised and unsupervised model techniques such as random forest, gradient boosting, support vector machines, k-means and hierarchical clustering, causal models, mixture models and experience in advanced modeling techniques such as reinforcement learning, neural networks, and natural language modeling
- You have experience in delivering natural language projects utilizing techniques such as text summarization, topic modeling, entity extraction, semantic encoding, and valence analysis
- You have experience working in an agile business setting
- You have experience with relational cloud databases like BigQuery and Snowflake and are comfortable working with unstructured datasets such as unstructured text and audio.

**WHAT'S IN IT FOR YOU?**

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