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(USA) Senior, Data Scientist (Computer Vision Engineer) - job 2 of 25

Position Summary...What you'll do...IntroductionIt's an exciting time to join our Walmart journey, we are seeking a Senior Data Scientist. At Walmart, technology empowers us and people lead. We believe new technologies will enhance the associate and customer experience in our stores. You will be working on future looking initiatives that is targeted at improving in store customer experience for the 240+ million Walmart customers that shop at our stores. The mission is to create step change in-store experiences, leveraging emerging technology to help define and deliver on evolving customer expectations. Its success requires a cross- functional, mission-based team that is highly entrepreneurial, collaborative and passionate about solving the unsolved problems.As a Computer Vision Engineer, you will be designing, training and deploying state-of-art AI models in real-world production environment. In conjunction with multiple product and technology groups, you will work to create a best-in-class consumer experience in the physical retail space.You'll sweep us off our feet if....• Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.• Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open-source repositories (e.g. GitHub).• Experience with research and development of computer vision (object detection, tracking, scene understanding)You'll make an impact by...• Developing computer vision algorithms and machine learning models to enhance different customer facing application.• Collaborate within projects within a mixed team of software engineer and computer vision engineer.• Follow and apply engineering and computer vision best practices,What you'll do...• Research, develop and analyze computer vision algorithms in areas related to object detection, tracking, product identification and verification, scene understanding.• Ensure model robustness, model generalization, accuracy, testability, and efficiency.• Write product or system development code.What you'll bring...• Currently has, or is in the process of obtaining, a PhD degree in Computer Science, Computer Vision, relevant technical field, or equivalent practical experience. Or MS with 2 years industry experience• Experience in one or more of the following areas: machine learning, deep learning, computer vision• Experience in programming languages with a technical background• You are a team player - that is, you're a nice person - see no ego.• Highly motivated and independent; results oriented.• A self-learner: ability to effectively adapt to rapidly changing technology and apply it to business needs, integrate multiple tools together to solve business problems.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 $108,000.00-$216,000.00Additional 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 3 years' 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 or related 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...121 River St, Hoboken, NJ 07030-5989, United States of America
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What You Should Know About (USA) Senior, Data Scientist (Computer Vision Engineer), Walmart

If you're excited about pushing the boundaries of technology and enhancing customer experiences, look no further than the Senior Data Scientist (Computer Vision Engineer) position at Walmart in Hackensack, NJ! You'll play a pivotal role in shaping innovative in-store customer experiences for the 240+ million shoppers at Walmart by diving deep into cutting-edge initiatives. Your main focus will be on designing, training, and deploying state-of-the-art AI models specifically in a real-world environment. Collaborating closely with cross-functional teams, you'll have the opportunity to tackle complex problems, encouraging diverse viewpoints to arrive at effective solutions. Who doesn't love a good challenge? If you have hands-on experience in researching and developing algorithms for tasks like object detection or scene understanding, this could be the perfect fit for you! We're looking for someone who holds a PhD or equivalent experience in Computer Science, Computer Vision, or a related field, combined with a genuine passion for machine learning and computer vision. In this role, you'll ensure model accuracy while adhering to best practices in engineering and computer vision. Join us in not just spotting problems but solving them in exciting ways. With benefits that extend beyond traditional options, including comprehensive health coverage, continuing education programs, and competitive compensation, Walmart is dedicated to creating a supportive environment for our associates. So if you're a motivated and independent team player eager to pave the way for innovative in-store tech, this is your chance to shine!

Frequently Asked Questions (FAQs) for (USA) Senior, Data Scientist (Computer Vision Engineer) Role at Walmart
What are the primary responsibilities of a Senior Data Scientist (Computer Vision Engineer) at Walmart?

As a Senior Data Scientist (Computer Vision Engineer) at Walmart, your key responsibilities include designing and implementing AI models for computer vision tasks such as object detection and scene understanding. You'll collaborate with various teams to enhance customer-facing applications, ensuring models are robust, accurate, and efficient while following best engineering practices.

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What qualifications do you need to apply for the Senior Data Scientist (Computer Vision Engineer) position at Walmart?

To qualify for the Senior Data Scientist (Computer Vision Engineer) position at Walmart, you should have a PhD or an MS with at least two years of relevant industry experience. A strong background in machine learning and computer vision is essential, along with proficiency in programming and software engineering practices. Contributions to open-source projects can support your application.

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How does Walmart support personal and professional development for Senior Data Scientists?

Walmart is committed to the personal and professional growth of its associates. As a Senior Data Scientist (Computer Vision Engineer), you can benefit from Walmart's Live Better U program, which offers education benefits covering everything from high school completion to college degrees. Additionally, you'll have opportunities to work on innovative projects that enhance your technical skills and professional network.

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Can you explain the team structure for a Senior Data Scientist (Computer Vision Engineer) at Walmart?

The Senior Data Scientist (Computer Vision Engineer) at Walmart will function as part of a cross-functional, mission-driven team. This collaborative environment emphasizes diverse perspectives, fostering innovation and efficiency in developing technology solutions aimed at improving the in-store customer experience.

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What software and tools will a Senior Data Scientist (Computer Vision Engineer) use at Walmart?

In your role as a Senior Data Scientist (Computer Vision Engineer) at Walmart, you'll utilize a range of software tools and programming languages essential for developing machine learning models. Familiarity with open-source frameworks like TensorFlow and PyTorch is critical, alongside experience in Python, R, or Scala.

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Common Interview Questions for (USA) Senior, Data Scientist (Computer Vision Engineer)
Can you describe your experience with developing computer vision algorithms?

In your response, highlight specific projects where you've researched or developed algorithms for tasks like object detection or image classification. Discuss the challenges you faced and how you approached problem-solving to convey your technical expertise effectively.

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How do you ensure the robustness and accuracy of machine learning models?

Talk about your systematic approach to model validation. Discuss techniques like cross-validation, performance metrics, and testing strategies that you implement to assess model robustness, ensuring accuracy and preventing overfitting.

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What programming languages and tools do you prefer for machine learning projects?

Be honest about your preferences, but also demonstrate flexibility. Mention your favorite languages (such as Python or R) and frameworks (like TensorFlow or scikit-learn) while ensuring you are prepared to use tools that your potential employer prefers.

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Describe a situation where you had to work collaboratively in a mixed skill team.

Mention a project where cross-discipline collaboration was necessary, focusing on how you communicated effectively and contributed to the team in achieving common goals. Emphasize the importance of valuing diverse perspectives in problem-solving.

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What strategies do you use to stay updated with emerging technologies in your field?

Share your proactive approach to learning, such as attending conferences, completing online courses, participating in coding competitions, or studying relevant publications. This shows your commitment to professional growth and understanding of evolving trends.

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What previous experiences do you have with defining and delivering complex technical solutions?

Provide examples of projects where you played a pivotal role in designing solutions from conception to implementation, focusing on your problem-solving skills and how you navigated the technical and interpersonal challenges.

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How would you handle a situation where your model's performance is not meeting expectations?

Explain your debugging process, emphasizing systematic troubleshooting, gathering additional data, retraining, or fine-tuning to improve performance. Share any experiences where you've successfully navigated similar challenges.

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How do you prioritize tasks when working on multiple projects?

Discuss your time-management strategies and any tools you utilize to keep track of deadlines and commitments. Mention how you balance quality and efficiency when working under pressure to ensure successful project delivery.

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What do you consider to be best practices in computer vision development?

Describe your approach to adhering to best practices, including thorough documentation, code reviews, regular testing, and collaboration. Emphasize the importance of building accessible tech and what that means for customer experience.

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Can you share an example of a successful project where you enhanced customer experience through technology?

Share a specific project where your contributions directly improved customer interactions, focusing on the tangible impact it had. Highlight your role in the project and how the data-driven decisions you made were key to its success.

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DATE POSTED
December 9, 2024

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