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Senior, Data Scientist | NLP/CV | Market Intelligence Team (Sunnyvale/Bellevue)

Position Summary...What you'll do...Walmart Golbal Tech is looking to hire a Senior Data Scientist for our Sunnyvale/Bellevue location. You would be working on challenging problems leveraging Machine Learning and Deep Learning Techniques to generate tangible and immediate business impact. As a Senior Data Scientist for Walmart Labs, you'll be required to shape and deliver on the MINT data sciences charter.Are you a technically strong and high performing individual with experience in machine learning and deep learning, excellent communication skills, proven analytical skills and strong customer focus? Do you stay updated with latest research and technology ideas and have a passion to utilize innovative ways to solve problems? Are you a good storyteller and able to simply articulate the intricacies of your models as well as explain your results clearly to stakeholders?About Team : Market Intelligence (MINT)Market Intelligence (MINT) team at Walmart Labs, delivers on the promise of EDLP (Every Day Low Prices) to our customers. It is focused on generating actionable insights for pricing, assortment, marketing optimization purpose for stores and e-commerce business across geographies leveraging market intelligence. Our systems are built leveraging cutting edge open-source technologies.What you'll do :• Analytical Modeling : Feature relevance and selection. Exploratory data analysis methods and techniques. Advanced statistical methods and best-practice advanced modelling techniques (e.g., graphical models, Bayesian inference, NLP, Computer Vision, neural networks, SVM, Random Forest etc.)• Deep Learning : Experience in fine tuning Large Language Models and Vision Models. Experience with model compression methods like distillation and quantization and related inference optimizations methods.• Model Assessment & Validation : - Model fit testing, tuning, and validation techniques (e.g., Chi square, ROC curve, root mean square error etc.). Impact of variables and features on model performance.• Model Deployment & Scaling : Impact of variables and features on model performance. Understanding of servers, model formats to store models.• Data Visualization : Generates appropriate graphical representations of data and model outcomes under guidance. Supports the understanding of customer requirements and designs data representations for simple data sets. Presents to and influences the team using the appropriate frameworks and conveys messages through basic business understanding.What you'll bring :• Master's Degree with > 4+ years of relevant experience OR PhD with > 2+ years of relevant experience in Computer Science, Statistics, Information Technology, Operations Research, or a related field• Proficiency in Python .• Hands-on experience in Large Language Models, Generative AI, NLP, Machine Learning and Deep Learning techniques .• Experience in open-source frameworks and packages like scikit-learn, Numpy, Pandas, matplotlib, and Pytorch/Tensorflow.• Knowledge of experimental design and A/B testingAbout Walmart Global Tech :Imagine working in an environment 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 expert's and service professionals within the world's leading retailer who make an epic impact and are at the forefront of the next retail disruption. People are why we innovate, and people power our innovations. We are people-led and tech-empowered. We train our team in the skillsets of the future and bring in experts like you to help us grow. We have roles for those chasing their first opportunity as well as those looking for the opportunity that will define their career. Here, you can kickstart a great career in tech, gain new skills and experience for virtually every industry, or leverage your expertise to innovate at scale, impact millions and reimagine the future of retail.Flexible, Hybrid work :We use a hybrid way of working that is primarily in office coupled with virtual when not onsite. Our campuses serve as a hub to enhance collaboration, bring us together for purpose and deliver on business needs. This approach helps us make quicker decisions, remove location barriers across our global team and be more flexible in our personal lives.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 :Walmart, 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.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 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 .Bellevue, Washington US-11075:The annual salary range for this position is $108,000.00-$216,000.00Sunnyvale, California US-07003:The annual salary range for this position is $117,000.00-$234,000.00Bentonville, Arkansas US-10735:The annual salary range for this position is $90,000.00-$180,000.00Additional 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- Bachelor's degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology, or related field and 3years' experience in an analytics related field. Option 2- Master's degree in Statistics, Economics, Analytics, Mathematics, Computer Science,Information Technology, or related field and 1 years' experience in an analytics related field. Option 3 - 5 years' experience in an analytics orrelated field.Preferred 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, Master's degree 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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What You Should Know About Senior, Data Scientist | NLP/CV | Market Intelligence Team (Sunnyvale/Bellevue), Walmart

Walmart Global Tech is on the lookout for a talented Senior Data Scientist to join our dynamic Market Intelligence Team (MINT) located in Sunnyvale or Bellevue. If you have a knack for tackling challenging problems using Machine Learning and Deep Learning techniques, then this role could be a great fit for you! As a Senior Data Scientist, you will play a critical role in shaping our data sciences charter and generating real business impact through innovative solutions. Your work will involve everything from analytical modeling, where you'll dig into feature relevance and advanced statistical methods, to deep learning, fine-tuning large language models, and handling model deployment at scale. You won't just be crunching numbers; you'll be telling stories with data to explain your findings to stakeholders. We're looking for someone who's not only technically skilled—preferably with a Master's Degree and relevant experience in areas like NLP or Computer Vision—but also a great communicator who is enthusiastic about sharing insights and trends with our team. Working with cutting-edge technology in a hybrid environment allows for flexibility and collaboration. Join us at Walmart Global Tech, where you can help reshape the shopping experience for millions while enjoying competitive pay and outstanding benefits. If you’re ready to take your career to the next level, let’s chat!

Frequently Asked Questions (FAQs) for Senior, Data Scientist | NLP/CV | Market Intelligence Team (Sunnyvale/Bellevue) Role at Walmart
What are the responsibilities of a Senior Data Scientist at Walmart Global Tech?

As a Senior Data Scientist at Walmart Global Tech, you'll be focused on analytical modeling, deep learning, model assessment, and deployment. You'll employ advanced statistical methods and machine learning techniques to derive insights that impact business strategies. Your role will also involve communicating these insights to stakeholders in a clear and compelling manner, ensuring that data-driven decisions are made.

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What qualifications are needed to apply for the Senior Data Scientist position at Walmart?

To qualify for the Senior Data Scientist position at Walmart Global Tech, you should have a Master's Degree with over 4 years of experience or a PhD with more than 2 years in fields like Computer Science or Statistics. Proficiency in Python and experience with machine learning techniques, particularly in NLP and computer vision, are also essential. Familiarity with open-source frameworks like scikit-learn, Numpy, and TensorFlow is strongly preferred.

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What skills are essential for a successful Senior Data Scientist at Walmart Global Tech?

Essential skills for a Senior Data Scientist at Walmart Global Tech include strong analytical skills, expertise in machine learning and deep learning, and proficiency in Python. Excellent communication skills are crucial to translate complex data insights into understandable narratives for stakeholders. A good understanding of model deployment, data visualization, and experience with A/B testing will also give candidates an edge.

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Can I work remotely as a Senior Data Scientist at Walmart Global Tech?

Yes, Walmart Global Tech offers a flexible hybrid work model for the Senior Data Scientist role. This approach allows for both in-office collaboration and remote work, helping you maintain a healthy work-life balance while working alongside a talented and diverse team.

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What benefits can I expect when working as a Senior Data Scientist at Walmart Global Tech?

Walmart Global Tech offers a comprehensive benefits package for Senior Data Scientists, including competitive salary, performance-based bonuses, 401(k) matching, stock purchase options, paid time off, and health insurance plans. Additionally, employees have access to the Live Better U education program, which fully funds education-related expenses for associates.

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Common Interview Questions for Senior, Data Scientist | NLP/CV | Market Intelligence Team (Sunnyvale/Bellevue)
How do you approach a data science problem?

When tackling a data science problem, begin by clearly defining the problem you are trying to solve, followed by gathering and exploring relevant data. It's important to conduct exploratory data analysis to uncover patterns and relationships. After that, you can choose the appropriate modeling techniques, validate your model's effectiveness, and finally communicate your findings succinctly.

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What experience do you have with machine learning models?

I have extensive experience developing and fine-tuning machine learning models, particularly in NLP and computer vision. I have worked with frameworks like TensorFlow and PyTorch, enabling me to construct and deploy models effectively while ensuring their performance through validation techniques.

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Can you explain a successful project you've worked on in data science?

In a previous project, I developed a predictive model for customer behavior using machine learning algorithms. I started with feature selection and exploratory analysis to understand the data, chose the best algorithm based on performance metrics, and deployed the model to predict customer actions, leading to a 15% increase in engagement.

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How do you handle data visualization?

I believe data visualization is about storytelling. I use libraries like Matplotlib and seaborn to create informative visualizations that clearly present insights from the data. This approach helps to communicate complex findings to stakeholders effectively and facilitates better decision-making.

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What techniques do you use for model assessment?

For model assessment, I rely on metrics such as accuracy, precision, recall, ROC curves, and RMSE. I also apply cross-validation techniques to ensure that the model generalizes well to unseen data, thus improving its robustness.

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How do you keep up with the latest trends in data science?

I regularly read research papers, attend webinars, and participate in data science communities online. I also take courses on platforms like Coursera and engage with colleagues to share knowledge on the latest techniques, ensuring that I'm continuously learning and applying new methods.

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How do you communicate complex data results to non-technical stakeholders?

When communicating with non-technical stakeholders, I focus on simplifying my language and using visuals to convey results clearly. I summarize findings in a way that relates them to business outcomes, allowing stakeholders to grasp the significance without overwhelming them with technical jargon.

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What role does feature selection play in your data modeling process?

Feature selection is critical as it directly impacts model performance and interpretability. I use techniques such as Recursive Feature Elimination and tree-based methods to identify the most relevant features, thus enhancing model accuracy and reducing overfitting.

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Describe your experience with NLP techniques.

I have hands-on experience with NLP techniques like text preprocessing, sentiment analysis, and leveraging transformer models. I often employ libraries such as NLTK and SpaCy for natural language processing tasks, allowing me to extract valuable insights from textual data.

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Why do you want to work as a Senior Data Scientist at Walmart Global Tech?

I am excited about the opportunity to work as a Senior Data Scientist at Walmart Global Tech because I admire the company's commitment to innovation and its use of technology to improve customer experiences. I believe that my expertise in data science can help contribute to Walmart’s mission of delivering lower prices and better services to millions.

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Full-time, hybrid
DATE POSTED
December 19, 2024

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