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Position Summary...What you'll do...Are you a hardcore numbers person who would enjoy solving some of business' toughest challenges by illuminating phenomena and opportunity held within one of the world's largest data sets?As a Staff Data Scientist at Walmart, the mammoth scale and volume of our global data is virtually limitless. You will create insights that influence how we make decisions that have impact at an unprecedented scale.About Us:The Marketing and Advertising Data Science Team is dedicated to incubating and developing data-driven, ML/AI solutions that help Walmart, suppliers, and sellers connect with customers through marketing and advertising to drive business objectives. For the buyer side (marketing), the focus is on bringing in high quality traffic to the site at lowest cost by optimizing paid campaigns and improving organic ranking on search engines, as well as retaining and expanding our loyal customer base via personalized messaging. For the seller side (advertising), the focus is on expanding advertising opportunities and improving advertisers' experience via enhanced ads relevance, accurate forecasting, and better lift measurements.We are seeking a talented individual with expertise in generative AI, large language models and deep learning to elevate our AI initiatives for marketing and advertising. The ideal candidate will demonstrate a profound mastery of state-of-the-art GEN AI and LLM technologies, adept at translating innovative concepts into impactful business applications in search engine optimization for marketing.You'll make an impact by:• Building advanced machine learning and deep learning models with various applications in marketing, such as creation and improvement of page attributes, page meta title, description, and linkage recommendation.• Processing complicated and large-scale datasets using distributed computing platform, extracting insights from data, and optimizing business metrics.• Develop visuals and reports that succinctly convey model outcomes, benefits, and insights to business stakeholders.• Collaborate with engineering teams to seamlessly transition AI innovations into scalable and reliable operational solutions.• Maintain world-class academic credentials through patent applications, publications, conference presentations, and external collaboration and service to the research community.You'll sweep us off our feet if...• Expertise in working with deep-learning based generative models, LLM, natural language processing or similar research experience with deep- learning/AI.• Expertise in large deep-learning model fine-tuning and deployment.• Solid programming skills of Python and SQL, and familiar with challenges working with large volumes of data.• PhD degree and 2 years of experience or Master's and 4 years of experience in computer science, statistics, data science, mathematics or other discipline (e.g., electrical engineering, economics) that exposes scientific methods of research and analysis;• Strong academic and publication record is preferred (NeurIPS, ICML, EMNLP, ACL, ICLR, AAAI, IJCAI, CVPR, ICCV, ECCV, KDD etc.).• Previous Industrial experience in recommendation systems, e-commerce, or relevant areas is preferred.The above information has been designed to indicate the general nature and level of work performed in the role. It is not designed to contain or be interpreted as a comprehensive inventory of all duties, responsibilities and qualifications required of employees assigned to this job. The full Job Description can be made available as part of the hiring process.About Walmart Global TechImagine working where one line of code can make life easier for hundreds of millions of people. That's what we do at Walmart Global Tech. We're a team of software engineers, data scientists, cybersecurity experts and service professionals within the world's leading retailer who make epic impact and are leading the next retail disruption. People are why we innovate, and people power our innovations.Who We AreJoin Walmart and your work could help approximately 220 million global customers live better every week. Yes, we are the Fortune #1 company. But you'll quickly find we're a company who wants you to feel comfortable bringing your whole self to work. Our mission spreads far beyond the walls of our stores. Here at the world's leading retailer, you can make career defining accomplishments, learn new skills, gain experience from virtually every industry and leverage your expertise to innovate at scale, impact millions and reimagine the future of retail. Discover why we are a world leader in technology, diversity and inclusion, sustainability and community involvement. careers.walmart.com.Equal Opportunity EmployerWalmart, Inc. is an Equal Opportunity Employer - By Choice. We believe we are best equipped to help our associates, customers, and the communities we serve live better when we really know them. That means understanding, respecting, and valuing diversity- unique styles, experiences, identities, ideas, and opinions - while being inclusive of all people.At Walmart, we offer competitive pay as well as performance-based bonus awards and other great benefits for a happier mind, body, and wallet. Health benefits include medical, vision and dental coverage. Financial benefits include 401(k), stock purchase and company-paid life insurance. Paid time off benefits include PTO (including sick leave), parental leave, family care leave, bereavement, jury duty, and voting. Other benefits include short-term and long-term disability, company discounts, Military Leave Pay, adoption and surrogacy expense reimbursement, and more.You will also receive PTO and/or PPTO that can be used for vacation, sick leave, holidays, or other purposes. The amount you receive depends on your job classification and length of employment. It will meet or exceed the requirements of paid sick leave laws, where applicable.For information about PTO, see https://one.walmart.com/notices .Live Better U is a Walmart-paid education benefit program for full-time and part-time associates in Walmart and Sam's Club facilities. Programs range from high school completion to bachelor's degrees, including English Language Learning and short-form certificates. Tuition, books, and fees are completely paid for by Walmart.Eligibility requirements apply to some benefits and may depend on your job classification and length of employment. Benefits are subject to change and may be subject to a specific plan or program terms.For information about benefits and eligibility, see One.Walmart .The annual salary range for this position is $143,000.00-$286,000.00Additional compensation includes annual or quarterly performance bonuses.Additional compensation for certain positions may also include:- StockMinimum Qualifications...Outlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications.Option 1: Bachelors degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology or related field and 4 years' experience in an analytics related field. Option 2: Masters degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology or related field and 2 years' experience in an analytics related field. Option 3: 6 years' experience in an analytics or related fieldPreferred Qualifications...Outlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications.Data science, machine learning, optimization models, PhD in Machine Learning, Computer Science, Information Technology, Operations Research, Statistics, Applied Mathematics, Econometrics, Successful completion of one or more assessments in Python, Spark, Scala, or R, Using open source frameworks (for example, scikit learn, tensorflow, torch), We value candidates with a background in creating inclusive digital experiences, demonstrating knowledge in implementing Web Content Accessibility Guidelines (WCAG) 2.2 AA standards, assistive technologies, and integrating digital accessibility seamlessly. The ideal candidate would have knowledge of accessibility best practices and join us as we continue to create accessible products and services following Walmart's accessibility standards and guidelines for supporting an inclusive culture.Primary Location...860 W California Avenue, Sunnyvale, CA 94086-0000, United States of America
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$286000K

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What You Should Know About Staff, Data Scientist - NLP and Gen AI, Walmart

Are you ready to take the next step in your career as a Staff Data Scientist specializing in NLP and Gen AI at Walmart? In this role, you'll dive into one of the world's largest and most diverse datasets, unlocking insights that truly impact how Walmart shapes its marketing and advertising strategies. Your work will revolve around creating advanced machine learning models and deep learning systems that enhance paid campaigns, organic traffic, and personalized customer experiences. You’ll collaborate closely with engineering teams to turn innovative concepts into scalable solutions that touch millions of lives. Your expertise in generative AI and large language models will be invaluable as you optimize business metrics and explore new opportunities in the marketplace. You will also foster collaboration with stakeholders, translating complex data insights into visuals and reports that drive decision making. Plus, your contributions won't just stay in-house; you’ll help elevate AI strategies across the organization while maintaining a strong academic profile through publications and patents. If you have a PhD or master's degree with a solid background in data science, programming skills in Python and SQL, and significant experience in the industry, you're someone we want to hear from. Join us in making a difference at Walmart and help redefine the future of retail with your innovative insights and expertise!

Frequently Asked Questions (FAQs) for Staff, Data Scientist - NLP and Gen AI Role at Walmart
What are the responsibilities of a Staff Data Scientist - NLP and Gen AI at Walmart?

As a Staff Data Scientist specializing in NLP and Gen AI at Walmart, you'll be responsible for building advanced machine learning models that influence marketing and advertising outcomes. You'll tackle complex, large-scale datasets to extract actionable insights, optimize budgets, enhance website traffic, and improve customer retention through personalized communications. Furthermore, you will develop reports and visuals to convey your findings clearly to business stakeholders, ensuring your insights drive impactful decisions.

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What qualifications are needed for the Staff Data Scientist - NLP and Gen AI position at Walmart?

To qualify as a Staff Data Scientist - NLP and Gen AI at Walmart, you typically need a PhD in a relevant field with at least 2 years of experience or a Master’s with 4 years of relevant experience. Your expertise should include deep learning and generative models, natural language processing, and proficiency in programming languages like Python and SQL. A strong foundation in research methods and a track record of publications or patents in high-impact conferences is also preferred.

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How does Walmart support the development of its Staff Data Scientists in AI and NLP?

Walmart prioritizes the continuous growth and development of its Staff Data Scientists through opportunities to engage with cutting-edge research and collaborate on innovative projects. The culture encourages knowledge sharing, working with engineering teams to scale your AI applications, and the potential to publish your findings, helping you maintain a solid academic presence. You'll have the ability to engage in external collaborations while making significant contributions to Walmart's AI initiatives.

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What programming skills are essential for the Staff Data Scientist - NLP and Gen AI role at Walmart?

Essential programming skills for a Staff Data Scientist - NLP and Gen AI at Walmart include strong proficiency in Python, a widely-used language in data science. Familiarity with SQL is also crucial for managing and querying large datasets. Understanding frameworks like TensorFlow, PyTorch, and tools for deep learning will further enhance your capability to develop scalable AI solutions that impact Walmart’s marketing strategies.

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What type of projects will a Staff Data Scientist - NLP and Gen AI work on at Walmart?

At Walmart, a Staff Data Scientist - NLP and Gen AI will work on a variety of exciting projects, including building models for optimizing paid advertising campaigns, enhancing organic search rankings, and improving customer engagement through personalized marketing. You’ll focus on real-world applications of AI and machine learning, translating complex algorithms and insights into practical business strategies that drive performance and customer satisfaction.

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Common Interview Questions for Staff, Data Scientist - NLP and Gen AI
Can you describe your experience with generative AI and large language models?

In your response, highlight any specific projects where you've utilized generative AI or large language models. Describe the problem you were addressing, the techniques you implemented, and the outcomes achieved. Ensure you demonstrate an understanding of how these technologies can optimize marketing strategies and enhance customer engagement.

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What approach do you take when working with large-scale datasets?

Share your methodology for processing large-scale datasets, such as employing distributed computing platforms like Spark or Hadoop. Discuss any tools or libraries you use, such as Pandas or Dask, and give examples of how you successfully extracted insights that drove business decisions.

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How do you ensure your machine learning models are scalable?

Explain your strategies for building scalable machine learning models, such as modularizing your code, using efficient data processing techniques, and utilizing cloud platforms for deployment. Emphasize any experiences you have in transitioning models from development to production.

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Can you give an example of a time you translated complex data insights for non-technical stakeholders?

Provide a specific example where you effectively communicated data-driven insights to a business team. Focus on the techniques you used to create visuals and reports that summarized the findings in an easily understandable manner, ensuring the data informed key business strategies.

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What are some best practices you follow when working on AI projects?

Discuss best practices such as iterative development, testing and validation of models to avoid overfitting, maintaining clear documentation, and continuous learning from performance metrics. Highlight any ethical considerations you keep in mind when developing AI solutions.

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Describe a challenging project you’ve worked on. What made it difficult and how did you succeed?

Detail a particular project challenge involving technical constraints, tight deadlines, or stakeholder expectations. Explain your problem-solving process, collaboration with team members, and how you ultimately achieved a successful result while managing the obstacles.

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How do you stay updated with the latest trends in AI and data science?

Mention specific resources you regularly consult, such as relevant journals, attending conferences like NeurIPS or ICML, and following leading figures in the AI community. This shows your commitment to continuous learning and staying ahead in your field.

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What impact do you believe AI will have on marketing and advertising in the future?

Share your thoughts on the transformative power of AI in marketing, discussing both efficient targeting and personalized customer experiences. Offer insights into future trends, such as predictive analytics or enhanced customer journey mapping, drawing from your knowledge and experience.

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How do you prioritize and manage multiple projects with tight deadlines?

Discuss your approach to project management, like utilizing tools for task tracking, setting clear deadlines, and breaking projects down into smaller milestones. Highlight your communication skills for coordinating with team members and stakeholders to achieve success under pressure.

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Why do you want to work as a Staff Data Scientist - NLP and Gen AI at Walmart?

Share your motivation for wanting to join Walmart as a Staff Data Scientist, focusing on the company's mission, innovative projects, and the positive impact of using data science to enhance customer experiences. Highlight how your skills align well with their goals and culture.

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December 9, 2024

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