Data Scientist
Company Name:-
Frontdoor
Job Location:-
Pune, Maharashtra
Job Summary:-
Required Technical Skills
3+ years of industry experience analyzing data and developing supervised and unsupervised models; including variable selection, feature engineering, model generation, model diagnostics, interpretability, and deployment.
3+ years of experience writing complex SQL queries and working with large datasets in cloud/Hadoop-based environments.
Experience writing Hive and Spark jobs.
2+ years of experience with data visualization tools (D3 Js, R Shiny, Looker, Tableau, or similar); able to determine the appropriate visualization for a variety of data types and create compelling stories with data.
3+ years of experience deploying Machine Learning algorithms in a production environment.
2+ years of experience developing Deep Learning based solutions for the production environment.
Experience working with cloud software services and an understanding of design for scalability, performance and reliability.
Experience with distributed systems (Docker, Kubernetes, Kafka, or Spark)
Experience collaborating with engineers to deliver models integrated into live services.
Experience in Reinforcement Machine Learning is a plus.
Key Responsibilities
Manage data science projects through all phases, including data quality, data modeling, algorithm/feature development, statistical analysis, and data visualization.
Partner with stakeholders across the global organization and own multiple roadmap workstreams to enable us to use advanced ML and DL techniques to solve complex business problems.
Ideate problem statements with the team to put the best solution statements forward to our stakeholders.
Build complex predictive models using ML and DL techniques with production quality code and jointly own complex d
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