Okay, I've searched for Senior Data Scientist roles in New York, NY, requiring 3+ years of experience, focused on machine learning and big data analytics, with a salary expectation of over $150,000. I found 85 roles that match your criteria. You can review them now.

Sure. Here's the analysis:

Job Analysis:

The Senior Data Scientist position at Walmart/VIZIO primarily aims to leverage advanced data analytics and machine learning to drive business insights and enhance decision-making within the organization. This role is not just about handling data, but about translating complex data sets into actionable strategies that align with business goals. Key responsibilities include collaborating cross-functionally with Product Management and Engineering to gather requirements, developing machine learning models, and evaluating product feature effectiveness. These tasks necessitate a strong aptitude in big data analytics, proficiency in programming languages such as Python and tools like PySpark, and experience with machine learning frameworks. Moreover, the candidate must possess a deep understanding of business contexts, allowing them to approach problems with a strategic mindset. The autonomy granted in this role implies that the data scientist will regularly encounter ambiguity, requiring a proactive approach to decision-making and innovative problem-solving. Within the first 6–12 months, success would likely be measured by the ability to solve complex problems, deploy machine learning models effectively, and foster collaborative projects that drive tangible results for the organization.

Company Analysis:

Lensa operates in the tech-driven recruitment landscape and is dedicated to simplifying the job search process through machine learning and analytics. Given that Lensa is a pivotal player in connecting talent with opportunities, the culture likely values innovation, data-driven decision making, and a commitment to enhancing the user experience. This is mirrored in Walmart/VIZIO's mission to create a superior shopping experience for its customers, where the Data Scientist plays a crucial role. The potential for career growth in this role appears substantial, particularly within a company focusing on modern technology and data insights to make impactful changes. The collaborative nature of the Data Science team suggests that the environment is dynamic and supportive, with a focus on high-impact projects. As this role interfaces closely with product managers and engineers, it promises significant visibility and engagement with leadership, promoting an influential position within the organizational framework. This position is integral to Walmart's ongoing innovation and aligns with their strategic goals of optimizing operations and enhancing customer engagement through data.

Absolutely. Here are some mock interview questions that could come up:

• Tell me about a time when you had to solve a complex business problem using data analysis. What was your approach?
• Describe a situation where you collaborated with cross-functional teams. How did you ensure effective communication?
• Can you share an example of a machine learning project you worked on from inception to deployment?
• Explain a technical project you documented. What challenges did you face in keeping the documentation clear and useful?
• How would you design a machine learning model to evaluate the efficacy of a new product feature?
• What is your experience with big data technologies, specifically SQL and NoSQL? Can you give an example of how you used them in a past project?
• What steps do you take when developing and iterating on machine learning models?
• Imagine you're given a dataset with missing or noisy data. What process would you follow to clean it for analysis?
• Why do you want to work as a Senior Data Scientist for Walmart/VIZIO specifically?
• How do you see your values aligning with the mission and culture of Lensa?
• What excites you most about using machine learning in the context of the retail industry?
• What strategies do you employ to stay updated with the latest trends in data science and machine learning?
• Can you discuss a project in which you successfully implemented automation techniques? What was the outcome?
• If given the opportunity to lead a data initiative at Walmart/VIZIO, what project would you prioritize and why?