Okay, I've searched for Senior Platform Engineer roles in San Francisco that focus on cloud computing, require 15+ years of experience, are within fast-growing startups, and have a salary of at least $190,000. I have found 42 positions for you.

Sure. Here's the analysis:

Job Analysis:

The Senior Platform Engineer role at Alembic is fundamentally about architecting and scaling the platform that supports a cutting-edge AI-powered marketing analytics system. The individual will be expected to design, integrate, and manage the foundational infrastructure that underpins the company’s services—essentially ensuring that the technology is robust, efficient, and capable of supporting the rapid growth of Alembic's offerings. This encompasses core responsibilities such as leveraging Infrastructure as Code tools for deployment, managing CI/CD pipelines for streamlined releases, and establishing observability systems to proactively address performance issues. Importantly, the ability to collaborate with the AI Research team to implement novel machine learning algorithms indicates that the candidate must not only possess strong technical skills but also a deep understanding of AI/ML concepts. Success in this role will be marked by the creation of a scalable, reliable, and maintainable platform that enables the business to meet the demands of its C-suite clients effectively, thereby tackling the significant challenge of quantifying marketing impacts on sales.

Company Analysis:

Alembic occupies a crucial niche in the rapidly evolving field of AI-driven marketing analytics, positioning itself as an innovator among both established players and startups in the industry. The company is characterized by its fast-paced environment and is backed by notable industry figures, which insinuates a culture that thrives on innovation, agility, and risk-taking. This energetic atmosphere may empower employees to innovate tirelessly and develop unconventional solutions, appealing to candidates who are driven by challenges and want to make substantial contributions. The organizational structure at Alembic likely favors a collaborative approach with a myriad of cross-functional interactions among engineers, AI researchers, and product leaders, suggesting an emphasis on teamwork and open communication. The Senior Platform Engineer will play a pivotal role not only in advancing engineering practices but also in making strategic contributions that align with Alembic's mission to reshape how companies leverage data. As an early-stage company, this role is crucial for scaling the business and enhancing its tech stack to meet market demands.

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

• Tell me about a time when you led a significant infrastructure project. What were the challenges you faced, and how did you overcome them?
• Describe a situation where you had to optimize a CI/CD pipeline. What steps did you take, and what was the outcome?
• Can you provide an example of how you've collaborated with a data science or AI team in your previous roles?
• What is your approach to managing technical debt in a fast-paced startup environment?
• How would you design a robust observability system for a distributed application? What tools would you choose and why?
• What are the key considerations when architecting cloud infrastructure using IaC tools like Terraform or Ansible?
• How do you ensure security compliance in platforms that handle sensitive data?
• Imagine a scenario where a deployment causes a critical failure. How would you approach troubleshooting the issue?
• Why are you interested in working at Alembic specifically, and how do you see yourself contributing to our mission?
• What aspects of startup culture appeal to you, and how do you adapt your working style to suit such environments?
• What technological trends do you think will impact the marketing analytics space in the next few years?
• How do you prioritize competing tasks and projects, especially in a dynamic and evolving startup environment?
• If given the opportunity, what would be your first project to enhance our platform’s capabilities?