Senior Data Scientist
Location: Sunnyvale, CA
Sponsorship: Yes
Relocation: Yes
Do you have:
- Expertise in the development, execution, and improvement of action plans with regards to Software Engineering?
- Experience leading and participating in medium- to large-scale projects?
- Directing medium to large projects?
- Leading a small team of engineers for assigned projects?
- Modeling compliance with company policies and procedures and supporting company mission, values, and standards of ethics?
- Creating and supporting the implementation of business solutions?
- Troubleshooting business and production issues?
As a Senior Data Scientist, you will:
- Use machine learning and data mining techniques to understand the patterns in large volumes of data, classify data sets, detect data anomalies, and identify relationships.
- Create projections, models, reports, and presentations to support business.
- Work on problems of diverse scope and complexity in a collaborative fashion alongside other individuals or teams.
- Obtain data from multiple data sources including structured, semi-structured, and unstructured data.
- Design and build algorithms and predictive models using techniques such as linear and logistic regression, ensemble models (random forest and/or gradient boosted trees), support vector machines, neural networks, and clustering techniques.
- Have experience with AI development, Deep Learning models, Tensorflow, and/or working with data integration developers to assess data quality and define data processing business rules for cleansing, aggregation, enhancement, supporting analysis and predictive modeling activities.
- Exercise independent judgment and decision making on complex issues regarding job duties and related tasks.
You will need:
- Master's Degree
- Experience with deploying model pipelines across various technologies
- Experience with Natural Language Processing
- Experience working in Agile environments
- Experience leading a team that collects new data and improves/refines data collection techniques.
- Experience as a Senior designer and builder of algorithms, models, and products with the aim to derive deep insight from varied, complex Big Data sets.
- Ability to communicate findings effectively across the business to drive stakeholder engagement.
- Experience solving challenging data science problems fundamental to their business.
- Contributed to scientific publications, white papers, and industry conference presentations.
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