Job Description
Build the future of data. Join the Snowflake team.
We’re looking for a Data Scientist to join Snowflake's Data Science & Analytics team. In this role, you will apply AI & ML to a variety of domain specific problems across Snowflake’s business data.This is a generalist role and will provide an opportunity to work on a wide breadth of problems, applying a good mix of models & methods to structured & unstructured data, driving large-scale projects from idea to completion.
AS A DATA SCIENTIST AT SNOWFLAKE YOU WILL,
- Work closely with stakeholders to understand the use-cases and identify areas where one can apply ML algorithms for the highest potential impact
- Apply advanced ML algorithms using large-scale datasets. Leverage techniques such as reinforcement learning, deep learning, tree-based methods, bayesian techniques, kernel/non-parametric methods, gradient boosting and generative models
- Deploy machine learning models into production systems, ensuring scalability and seamless integration
OUR IDEAL CANDIDATE WILL HAVE,
- High levels of curiosity and eager enthusiasm for open-ended problems
- Experience and interest in problem formulation based on relatively abstract information
- 3+ years experience applying machine learning or statistical modeling on large-scale datasets and in pre-processing and analyses of data
- Firm understanding of the basic classes of ML algorithms and their underlying assumptions including statistics and linear algebra
- Ability to break complex problems down into sizable pieces and work towards them.
- Technical expertise in one or more of the following topics: Anomaly Detection, Clustering, Time-Series Analysis & Forecasting, Natural Language Processing, Uncertainty Quantification
- Domain knowledge and experience in the application of ML to one of the following areas Sales, Sales Engineering, Security etc.,
- 3+ years experience writing production-quality, scalable code using Python and knowledge of the software development lifecycle and best practices
- Expert level knowledge working with libraries such as scikit-learn, pandas, etc., SQL and Airflow
- Required to adapt quickly to changing project scope while delivering value.
Job Details
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Job Location
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Pune India
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Company Industry
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Other Business Support Services
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Company Type
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Unspecified
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Employment Type
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Unspecified
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Monthly Salary Range
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Unspecified
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Number of Vacancies
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Unspecified