Okay, I've found several Principal AI/ML Scientist roles in the US that offer remote options, require over 10 years of experience, focus on Python and cloud AI services, and are within the salary range of $170,000 to$190,000. You have 45 positions to review now.

Sure. Here's the analysis:

Job Analysis:

The Principal AI/ML Scientist role at Tealium is fundamentally about advancing the company's vision for AI and machine learning within their customer data solutions. This person will lead the design and implementation of innovative AI/ML models while mentoring a talented team focused on developing technologies that enhance how Tealium addresses real-time customer data across various platforms. Key responsibilities include collaborating with senior leadership and cross-functional teams to guide the strategic direction of AI initiatives, ensuring the quality of solutions developed, and driving technical projects that are customer-centric. Successful performance in this role involves a balanced combination of deep expertise in AI methodologies and architectures, the ability to communicate effectively across technical and non-technical stakeholders, and a focus on leveraging customer data insights to solve complex business challenges. Candidates will likely face challenges related to the integration of diverse data sources, maintaining alignment across multiple teams, and keeping pace with rapid technological changes in AI while anticipating and solving real-world customer issues in dynamic environments.

Company Analysis:

Tealium operates in the burgeoning sector of customer data platforms (CDPs), positioning itself as a frontrunner in providing comprehensive data solutions for businesses. As a leader in this field, Tealium's status not only signals significant market trust but also reflects a commitment to innovation and quality in customer data handling. The culture at Tealium appears to prioritize collaboration, transparency, and personal growth, evident from their commitment to diversity, equity, and community service through initiatives like Tealium Cares. The Principal AI/ML Scientist role fits into a larger organizational context where cross-functional collaboration is critical to success, suggesting that this position will have notable visibility with leadership, impacting key strategic directions. The company seems to be growth-focused, particularly with its commitment to evolving AI offerings to empower clients, indicating that this role is critical for driving business objectives forward and ultimately enhancing customer experiences.

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

• Can you describe a time when you led a project that involved cross-functional collaboration? What challenges did you face, and how did you overcome them?
• How do you approach prototyping and designing AI/ML solutions that meet customer needs?
• Tell me about a situation where you detected a flaw in an AI model after deployment. What steps did you take to address it?
• Describe your experience with deploying AI solutions in real-time environments. What best practices do you follow?
• What methods do you use for feature engineering, and how do they differ between various types of ML models?
• Can you explain your experience with cloud services like AWS or GCP in terms of AI/ML deployment?
• Imagine you are leading a team that has differing opinions on how to tackle a complex problem with an AI solution. What steps would you take to facilitate consensus?
• Given a large dataset with a mix of structured and unstructured data, how would you approach extracting valuable insights?
• Why do you want to work for Tealium, and how do you see your values aligning with our company culture?
• What excites you the most about the potential of AI in customer data management?
• What questions do you have about our team structure and how we work with cross-functional partners?
• How do you envision your role contributing to the company’s evolution in AI use cases over the next few years?