5 часов назад
Principal Data Scientist (Applied Machine Learning)
143 000 - 286 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Data Scientist (Applied Machine Learning): Building scalable machine learning and deep learning solutions for personalization, recommendation, ranking, and ad targeting across VIZIO with an accent on rigorous evaluation, experimentation, and production deployment. Focus on designing advanced models, solving ambiguous cross-functional problems, and establishing robust, scalable, and maintainable ML practices.
Location: San Francisco Home Office, United States; primary location at 180 Montgomery St, San Francisco, California. A New York salary band is also listed.
Salary: $143,000–$286,000 annual salary in San Francisco; $132,000–$264,000 in New York. Additional performance bonuses and potential stock compensation may apply.
Company
supports Walmart and VIZIO personalization, advertising, and customer engagement through data and machine learning products.
What you will do
- Translate product and business questions into scalable machine learning solutions.
- Build, evaluate, and iterate on deep learning models for personalization, recommendation, ranking, and ad targeting.
- Design offline metrics and online experimentation frameworks to measure model and system performance.
- Partner with Product and Engineering across multiple teams to define scope and navigate technical tradeoffs.
- Establish best practices for robust, scalable, and maintainable modeling and ML development.
- Provide technical leadership through design reviews, hands-on problem solving, and mentorship of data scientists.
Requirements
- Extensive experience designing, training, and deploying machine learning models for real-world systems.
- Strong foundations in machine learning and statistics, including representation learning, deep learning, optimization, experimentation, and model evaluation.
- Production experience with Python and distributed data tools such as PySpark.
- Experience with modern ML frameworks such as PyTorch, TensorFlow, or JAX.
- Ability to lead ambiguous, technically complex initiatives from problem formulation through deployment and evolution.
- Bachelor’s degree with 3 years of relevant experience, master’s degree with 1 year of experience, or 5 years of experience in analytics or a related field.
Nice to have
- PhD in machine learning, computer science, information technology, operations research, statistics, applied mathematics, or econometrics.
- Publications or active peer-review experience in related journals or conferences.
- Experience with Scala, R, Spark, scikit-learn, TensorFlow, or Torch.
- Knowledge of WCAG 2.2 AA standards, assistive technologies, and digital accessibility practices.
Culture & Benefits
- Medical, vision, and dental coverage.
- 401(k), stock purchase opportunities, company-paid life insurance, and performance-based bonuses.
- Paid time off, sick leave, parental leave, family care leave, and bereavement leave.
- Disability coverage, company discounts, military leave pay, and adoption or surrogacy expense reimbursement.
- Walmart-paid education programs covering tuition, books, and fees for eligible associates.
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