Okay, I've searched for Software Engineer roles in San Francisco with at least 2 years of experience, in the AdTech industry, and requiring strong skills in Java and SQL. I have found 120 positions for you.

Sure. Here's the analysis:

Job Analysis:

The Software Engineer role at Integral Ad Science (IAS) is fundamentally about developing and delivering high-quality ad verification, analytics, and fraud solutions that are essential for advertisers to understand the value and quality of their media investments. This person is expected to be a hands-on developer who not only writes and integrates code but also plays a pivotal role in collaborating with product teams and stakeholders to extract detailed business and technical requirements. Core responsibilities include designing and automating processes, developing continuous integration/continuous deployment pipelines, and contributing to best engineering practices. Candidates will face challenges such as navigating diverse stakeholder expectations and ensuring robust performance under varying product conditions. Success in this role will likely manifest through the ability to deliver reliable software solutions that enhance ad effectiveness and efficiency for clients, ultimately driving best practices across the engineering team while aligning technical work with business objectives.

Company Analysis:

Integral Ad Science operates within the dynamic landscape of digital media measurement and optimization, positioned as a technical leader that emphasizes trust and transparency for advertisers and publishers alike. The company’s commitment to providing actionable insights aligns seamlessly with the Software Engineer’s responsibilities, underpinning the vital role this position plays in product development and client satisfaction. Company culture seems to be built around innovation, technical excellence, and collaboration. The emphasis on diversity and inclusion reflects a progressive workplace that values a multitude of voices and perspectives, which can lead to more innovative solutions. As a software engineer, one's work will be highly visible and impactful, as the role directly contributes to building the technology that supports the top global advertisers. This position appears to be a strategic hire aimed at scaling product capabilities to meet growing client demands, reinforcing IAS's commitment to help clients maximize ad ROI, which is central to their mission.

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

• Tell me about a time when you had to collaborate with a cross-functional team to deliver a project. What challenges did you face, and how did you overcome them?
• Can you describe a challenging software development problem you faced in your previous role and how you approached solving it?
• What steps do you take to ensure the quality and maintainability of your code?
• Describe a situation where you had to accept and implement feedback on your code. How did you handle the critique, and what was the outcome?
• How would you design an API for an ad fraud detection service? What considerations would you take into account?
• What experience do you have with building CI/CD pipelines? Can you walk me through a specific pipeline you designed?
• Given a set of requirements for ad analytics, how would you start drafting a solution? What key factors would you consider during the development phase?
• Imagine you are part of a team facing tight deadlines while developing new software features. One component is not performing as expected. How would you prioritize tasks and communicate with your team?
• Why are you interested in working at Integral Ad Science specifically?
• How do your personal values align with IAS's mission to enhance trust and transparency in digital media?
• If you could work on any feature or product improvement for IAS, what would it be and why?
• What innovative solutions do you believe could further enhance IAS's offerings in ad tech?
• What aspects of working in a diverse and inclusive environment resonate with you, and how do you think it benefits software development?
• Can you share your experience with Databricks and how you utilized it in previous projects?
• What questions do you have about the team dynamics or the engineering practices at IAS?