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Principal Data Scientist

Principal Data Scientist

CompanyMarvell
LocationSanta Clara, CA, USA
Salary$133500 – $200000
TypeFull-Time
DegreesBachelor’s
Experience LevelExpert or higher

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