Okay, I've searched for Data Scientist roles in New York focusing on AI/ML, specifically full-time positions with a salary range of $100,000 to$170,000, and opportunities for career advancement. I found 145 matchable positions for you.

Sure. Here's the analysis:

Job Analysis:

The Data Scientist role at Rokt is fundamentally centered on building AI-powered products that enhance the ecommerce experience. This involves deep data exploration to understand and prepare datasets for subsequent analyses, applying advanced machine learning and statistical techniques to draw actionable insights, and collaborating closely across teams to align technical strategies with business objectives. The position requires a blend of analytical skills and an entrepreneurial mindset, as candidates will need to navigate ambiguity and quickly adapt to new technologies. Success in this role might look like measurable improvements in revenue generation through innovative solutions, effective experiment designs, and a visible impact on Rokt's value creation for its partners. Moreover, a strong cultural fit—valuing transparency, collaboration, and ambition—will be pivotal as Rokt's dynamic growth presents both opportunities and challenges in the fast-paced ecommerce landscape.

Company Analysis:

Rokt stands as a pioneering force in the ecommerce domain, strategically positioned as a leader that consistently innovates to unlock real-time relevance for customers during online transactions. Its impressive growth trajectory, with over 40% annual increases over the past decade, signifies a robust market presence and a unique partnership model that generates substantial value for its clients. The company's culture emphasizes innovation, transparency, and shared ownership, setting a foundation where employees, referred to as 'Rokt'stars', are encouraged to take initiative and leverage their skills for collective success. This environment thrives on collaboration with cross-functional teams, enhancing the role of the Data Scientist, who will have significant visibility and potential influence within the organization. As Rokt continues to expand globally with offices in key cities, the Data Scientist role will be integral to sustaining growth, fostering a culture of builders focused on maximizing the AI-driven transformation within ecommerce.

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

• Behavioral Questions:
• 1. Tell me about a time when you had to navigate ambiguity in a data analysis project. How did you approach that situation?
• 2. Describe a challenging problem you solved using machine learning. What was your process, and what was the outcome?
• 3. Give an example of a situation where you collaborated with a cross-functional team. How did you ensure effective communication?
• 4. Share an experience when you had to design an experiment (like A/B testing). What metrics did you include, and what were the results?
• Technical/Role-Specific Questions:
• 5. How do you approach preparing raw data for analysis? Can you walk us through your methodology?
• 6. Describe your experience with machine learning frameworks. Which frameworks are you most familiar with, and why do you prefer them?
• 7. How would you define key success metrics for a project aimed at increasing customer engagement?
• 8. What strategies do you use to ensure code quality and reproducibility in your data science projects?
• Situational Questions:
• 9. Imagine you discover a significant inconsistency or issue in the dataset you are analyzing. What steps would you take to address this?
• 10. If you were tasked with improving an existing AI-driven product but faced resistance from a team member, how would you handle the situation?
• Company Fit/Motivation Questions:
• 11. Why are you interested in working specifically at Rokt, and how do you align with our mission of driving ecommerce innovation?
• 12. What aspects of Rokt's culture and values resonate most with you and your professional approach?
• Questions for the Candidate to Ask the Interviewer:
• 13. Can you provide examples of how Data Scientists at Rokt have successfully influenced product development?
• 14. What opportunities for professional development does Rokt offer to support continuous learning and growth?
• 15. How does Rokt measure success for the Data Scientist role within the first year?