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Principal Data Scientist
Company | Marvell |
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Location | Santa Clara, CA, USA |
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Salary | $133500 – $200000 |
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Type | Full-Time |
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Degrees | Bachelor’s |
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Experience Level | Expert or higher |
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Requirements
- Extensive experience in machine learning algorithms, statistical modeling, and data analysis
- Deep understanding of data governance and best practices in data management
- Proficiency in tools such as Python, MLflow, PL/SQL, and Github
- Bachelor’s Degree in Computer Science or equivalent education with 8+ years of experience developing end-to-end data and machine learning solutions
- Excellent communication skills with experience in presenting to technical and non-technical audiences
Responsibilities
- Hands-on develop, productionize, and operate Machine Learning models and pipelines at scale
- Lead the development and implementation of predictive models to optimize business processes and improve product quality
- Collaborate with business teams and data scientists, data architects to design, develop, and deploy advanced machine learning algorithms
- Apply techniques such as supervised and unsupervised learning, optimization methods, etc. to solve complex business problems in IT, supply chain, and design engineering
- Perform statistical analysis to validate models and ensure their accuracy and reliability
- Clean and preprocess data from various sources, ensuring data quality and integrity for model development
- Work closely with cross-functional teams, including design engineering, IT, supply chain and finance, to understand business needs and translate them into machine learning based solutions
Preferred Qualifications
- Semiconductor experience or Big Tech are a plus
- Building AIML and AI solutions in the past
- Master’s Degree is preferred