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Snowflake SENIOR ML SCIENTIST United States, California 87155885
10.09.2024
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AS A SENIOR ML 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
- Research, design, and 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
- Own MLOps; deploy machine learning models into production systems, ensuring scalability and seamless integration
- Mentor & guide junior ML & data scientists, fostering a culture of continuous learning and growth within the team
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
- 7+ 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.,
- 5+ 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
- Demonstrate keen senses of ownership, collaboration and mentorship
- Ability to articulate results and complex concepts to leadership
- Required to adapt quickly to changing project scope while delivering value.
- Ability to articulate results and complex concepts to all audiences. Ability to collaborate and influence leadership
- Demonstrate keen senses of ownership, collaboration and mentorship
- Demonstrate leadership, with the ability to inspire the team & lead a project to completion
The following represents the expected range of compensation for this role:
- The estimated base salary range for this role is $148,000 - $218,500.
- Additionally, this role is eligible to participate in Snowflake’s bonus and equity plan.
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