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(USA) Staff, Data Scientist

Position Summary...What you'll do...The Staff Data Scientist in the Data Science team will play a crucial role as an architect, leading AI explorations, research, algorithmic solution creation, and fast prototyping aimed to deliver impactful initiatives within the Sam's Club division of Walmart Inc. The position involves developing the foundational ML/AI models that will drive a tailored and enjoyable member experience across our eCommerce, Scan & Go, and in-club shopping interactions.As the Staff Data Scientist, you will oversee end-to-end implementation of Machine Learning products in the domains of Search and Ads. You will guide a scrum team and collaborate with an accomplished team of Product Managers and Technologists to implement ML/AI solutions at scale. This offers a thrilling chance to integrate retail industry knowledge with machine learning algorithms, upsetting traditional business practices to achieve ambitious growth objectives.In this capacity, you will join a vibrant group of high-achieving individuals spanning Search, Personalization, and Ads, leading impactful and transformative shifts in our business.The position is based in Sunnyvale, California, and you will be reporting to the Architect of Search and Ads.You’ll sweep us off our feet if…· You have experience in the development of large-scale production systems, Knowledge of Search, information retrieval and ranking systems.· You have experience building large scale ML systems in public cloud like Azure, Google etc· 3 years+ of experience in applied machine learning, familiar with one or more of the algorithms such as Collaborative Filtering, Matrix Factorization, Factorization Machines, Word2vec, Deep Neural Networks, Wide and Deep etc· You are skilled in Programming language (Python, Java, R or Scala) and Large-scale training using data structures and algorithms· Machine Learning Software such as Tensorflow/Pytorch, Caffe, Scikit-Learn, or Spark MLLib· You have experience with cloud environments such as Azure, Google Cloud, etc.· Solid MLOps practices include good design documentation, unit testing, integration testing and source code control (git).· You are experienced with agile methodologies using project planning and tracking management tools e.g., JIRA· You’re naturally curious on how things work and excited by solving challenges at the scale of a Fortune 1 Retailer.You’ll make an impact by…o Leading a team of Data Scientists and Engineers focused on backend software infrastructure for powering AI/ML solutionso Partner closely with Product and engineering leaders to inform, drive and accelerate innovations in discovery experiences via Insights, frameworks, causal inference solutions and machine learning prototypes.o Executing full life cycle of projects through project planning, data collection, model prototyping and deployment, with responsibilities encompassing stakeholder management and communication to cross-functional partners.o Building MLOps framework to create, build and deploy data science algorithms continuously test and personalize user experienceAdditional Qualification Preferred:o Research or Industrial experience in retail business, Ecommerce business or marketing / personalization/ recommendation areao Experience in causal inferencing, multi-variate testing & design, A/B testing & design, multi-arm bandit testing and implementation, descriptive analytics, and regression analysiso Experience with advertising targeting & measurement, and/or digital marketing analytics like uplift modeling, marketing-mix-models, multi-touch-attribution modelso Experience with GCP, BQ, Dataproc, Vertex AIo Experience working with Elastic/SOLR/Vector Searcho Experience with optimization techniques like simulation and linear or mix integer programming (LP, MIP)o Experience with MLOps architecture like Docker, Kubernetes, Airflow, Kubeflow etc.o Experience designing & building APIs in python stackAbout Walmart General/Not Function SpecificSam Walton opened the first Sam's Club in 1983 to meet a growing need among customers who wanted to buy merchandise in bulk. Since then, Sam's Club has grown rapidly, opening more than 600 clubs in the U.S. and 100 clubs internationally. By offering affordable, wholesale merchandise to members, Sam's Club helps make saving simple for families and small business owners. Sam's Club employs about 110,000 associates in the U.S. The average club is 134,000 square feet and offers bulk groceries and general merchandise. Most clubs also have specialty services, such as a pharmacy, an optical department, a photo center, or a tire and battery center.​​​Future Ways of Working:Our company's success can be attributed to our employees. While technology has allowed us to be effective while working remotely, there is no substitute for being in the office together; it helps to shape our culture, collaborate, innovate, build relationships, and move more quickly. We strive to provide flexibility in order to promote a healthy work-life balance but recognize that in-person interactions are important to our culture and shared success. We'll meet in person on a regular and purposeful basis.Benefits:Benefits: Beyond our great compensation package, you can receive incentive awards for your performance. Other great perks include 401(k) match, stock purchase plan, paid maternity and parental leave, PTO, multiple health plans, and much more.Equal Opportunity Employer:Sam’s Club 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, abilities, ideas and opinions- while being inclusive of all people.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 responsibilities and qualifications required of employees assigned to this job. The full Job Description can be made available as part of the hiring process.At Sam's Club, 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, parental leave, family care leave, bereavement, jury duty, and voting. 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.‎- Other benefits include short-term and long-term disability, company discounts, Military Leave Pay, adoption and surrogacy expense reimbursement, and more.‎Live Better U is a company 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.‎‎‎‎‎Minimum 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...640 W California Avenue, Sunnyvale, CA 94086-4828, United States of America
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$143000K
$286000K

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What You Should Know About (USA) Staff, Data Scientist, Sam's Club

The Staff Data Scientist position at Sam's Club in San Mateo, CA, is not just any job; it’s your opportunity to lead innovative AI projects that will redefine the shopping experience for millions. As a key member of the Data Science team, you’ll architect and implement scalable machine learning solutions that will influence the future of eCommerce, Scan & Go, and in-club shopping interactions. Your responsibilities won't be limited to just developing foundational ML/AI models; you’ll also guide a dynamic scrum team, collaborating closely with Product Managers and Technologists to bring impactful algorithms to life. This role is perfect for those who thrive in a vibrant, supportive environment, where your expertise in search algorithms, data structures, and programming (think Python or Java) can shine. You’ll leverage your experience with large-scale ML systems on platforms like Azure or Google Cloud to create pioneering software and strategies that will help Sam's Club achieve its ambitious growth goals. If you’re someone who loves to dig deep into the complexities of machine learning while leading a passionate team, this is the chance you've been waiting for. Join us, and let’s make member experiences not just personalized but extraordinary!

Frequently Asked Questions (FAQs) for (USA) Staff, Data Scientist Role at Sam's Club
What are the primary responsibilities of a Staff Data Scientist at Sam's Club?

As a Staff Data Scientist at Sam's Club, your main responsibilities include leading the development of scalable machine learning models, guiding a scrum team in project execution, and collaborating with cross-functional teams. You'll oversee the full lifecycle of ML products, focusing on enhancing search and advertisement systems to improve user experiences across eCommerce platforms.

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What qualifications are required for the Staff Data Scientist role at Sam's Club?

To qualify for the Staff Data Scientist position at Sam's Club, candidates should have a Bachelor's degree in a related field and at least 4 years of experience in analytics, or a Master's degree with 2 years of experience. Proficiency in programming languages such as Python, Java, or Scala and hands-on experience with ML frameworks are essential.

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What type of machine learning experience is preferred for candidates at Sam's Club?

Candidates applying for the Staff Data Scientist role at Sam's Club should ideally have over 3 years of experience in applied machine learning. This includes familiarity with algorithms like Collaborative Filtering, Deep Neural Networks, and experience with cloud-based ML platforms such as Google Cloud or Azure, all of which are crucial for the job.

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How will the Staff Data Scientist contribute to AI solutions at Sam's Club?

In the Staff Data Scientist role, you will contribute by architecting machine learning solutions that power AI initiatives for Sam's Club. Your work will involve executing projects through data collection, model prototyping, and ongoing deployment, ensuring that the solutions you build are effective and scalable.

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What benefits are available for Staff Data Scientists at Sam’s Club?

Sam's Club offers a competitive benefits package for its Staff Data Scientists, including 401(k) match, paid parental leave, comprehensive health plans, and incentive awards based on performance. Additional perks include PTO, discounts, and educational benefits such as tuition reimbursement for continuous learning.

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Common Interview Questions for (USA) Staff, Data Scientist
Can you describe a machine learning project you've successfully completed?

When answering, focus on the project’s scope, your specific contributions, and the impact it had. Mention the algorithms used, data handling techniques, and how you measured success. Make sure to illustrate how this experience relates to the responsibilities of the Staff Data Scientist role at Sam's Club.

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How do you approach problem-solving in data science?

Explain your systematic approach to data science problems, including identifying the problem, analyzing data, creating models, and iterating solutions. Emphasize collaboration with teams, as communication will be key in the Staff Data Scientist position.

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What programming languages and tools do you primarily work with?

Discuss the programming languages and machine learning frameworks you're proficient in, such as Python, R, or TensorFlow. Provide examples of when you've used these tools effectively in past projects, particularly those pertinent to the role.

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How do you ensure the scalability of machine learning models?

Highlight your experience with MLOps practices such as continuous integration and deployment. Talk about specific strategies you've employed to test and validate models to ensure they perform well as they scale.

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Can you explain the importance of collaboration in your work?

Frame your answer around the necessity of working with various teams, like engineering and product, to drive initiatives forward. Use examples that demonstrate your collaborative efforts in previous roles, particularly how you leveraged insights from other departments to enhance machine learning solutions.

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What strategies do you utilize for feature selection in machine learning?

Discuss your familiarity with techniques like correlation matrices and model-based selection. Be prepared to share past experiences where judicious feature selection enhanced model performance, particularly within retail or eCommerce contexts.

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How do you stay updated with the latest trends in machine learning?

Share your methods for keeping abreast of industry developments, such as following relevant blogs, attending online courses, or participating in forums and workshops. This demonstrates to Sam's Club that you value continuous learning.

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Have you utilized cloud platforms for your machine learning projects?

Discuss your experience with platforms like Google Cloud or Azure, specifically how you managed resources, handled data, and deployed models. Cite examples where using these platforms facilitated project success.

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What do you understand by MLOps, and why is it important?

Define MLOps, emphasizing its role in successfully deploying machine learning models in production environments. Discuss how MLOps improves collaboration, efficiency, and results in continuous integration and deployment settings.

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What’s your approach to debugging machine learning models?

Explain your systematic approach to debugging, which may include checking data integrity, retraining with different parameters, or engaging in cross-validation. Provide an example of a past challenge when debugging led to model improvement.

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Sam’s Club is home to more than 100,000 associates in nearly 600 locations all working together to provide great service and value to our members. By providing innovative products, a shopping experience infused with digital solutions such as Scan ...

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April 24, 2025

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