3 дня назад
Senior Data Scientist (NLP/LLM)
108 000 - 216 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (NLP/LLM): Building and deploying machine learning models, data pipelines, and analytics solutions for Walmart's e-commerce search backend with an accent on natural language processing, large language modeling, and scalable model deployment. Focus on sourcing high-quality data, validating and tuning models, and improving search relevance and customer purchase journeys.
Location: Home Office in Hoboken, New Jersey, United States
Salary: $108,000–$216,000 annual base salary, plus performance bonuses and potential stock compensation.
Company
supports Walmart's retail and e-commerce ecosystem through data-driven advertising, search, and customer experiences.
What you will do
- Source relevant data across multiple business domains and ensure its quality and analytical suitability.
- Develop, test, validate, tune, and deploy statistical and machine learning models for complex business problems.
- Support Walmart's e-commerce search backend by applying data science, natural language processing, and large language modeling.
- Design scalable data pipelines and workflows for production model deployment and ongoing analytics.
- Translate stakeholder requirements into data-driven solutions and communicate findings through visualizations and presentations.
- Mentor junior team members and promote data science and analytics best practices.
Requirements
- Experience in data science, machine learning, statistical methods, and production deployment of analytical models.
- Proficiency in Python and data visualization tools including Matplotlib, Plotly, and Tableau.
- Strong knowledge of data pipelines, data quality standards, and data governance.
- Expertise in model assessment, validation, and tuning using advanced statistical techniques.
- Bachelor's degree in a relevant field plus 3 years of analytics experience; master's degree plus 1 year; or 5 years of relevant experience.
- Experience with natural language processing and large language modeling applications.
Nice to have
- Experience with Spark, Scala, R, or open-source frameworks such as scikit-learn, TensorFlow, and PyTorch.
- Background in optimization models or a master's degree in machine learning, computer science, information technology, operations research, statistics, applied mathematics, or econometrics.
- Knowledge of WCAG 2.2 AA, 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 and family care leave, bereavement leave, jury duty leave, and voting leave.
- Short- and long-term disability coverage, company discounts, military leave pay, and adoption and surrogacy reimbursement.
- Walmart-paid education programs covering tuition, books, and fees for eligible full-time and part-time associates.
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