AI Engineer

As an AI Engineer at Factory, your main responsibilities include designing, developing, and deploying innovative AI-driven systems that transform productivity. You will work closely with product and engineering teams to integrate emerging AI research into customer-centric solutions, and engage in rapid prototyping to refine AI functionalities based on real user feedback. Additionally, you will address product stability and scalability challenges, ensuring that the Factory Platform meets large-scale operational demands effectively.

To qualify for the AI Engineer position at Factory, you should possess at least 2 years of hands-on experience in AI and ML engineering roles, supported by a Bachelor's or Master's degree in Computer Science, Engineering, AI, or a related field. It's essential to have demonstrated proficiency with large language models (LLMs) and a proven track record of solving complex, unstructured problems using AI/ML techniques, preferably in software engineering.

Essential skills for success in the AI Engineer position at Factory include strong communication skills for articulating technical concepts clearly, a self-motivated and autonomous work ethic, and the ability to tackle ambiguous research projects. Familiarity with data-intensive applications and knowledge of the software development lifecycle are also highly desirable. A strategic mindset oriented toward innovation is crucial.

The AI Engineer position at Factory is an in-office role that requires you to work on-site in San Francisco, five days a week. Being in a collaborative environment will enhance your contributions and foster team synergy as you design and innovate AI solutions.

As an AI Engineer at Factory, you will work on a variety of projects that focus on building and evolving AI-driven systems. These projects will involve integrating cutting-edge AI research into practical solutions that enhance productivity for software organizations. You'll also lead efforts to refine functionalities and improve the reliability of AI systems through large-scale data processing techniques.

When answering this question, provide specific examples from your past roles where you applied AI or machine learning. Highlight the technologies and frameworks you used, the problems you solved, and the impact of your solutions, especially if they relate to software engineering.

Use this opportunity to showcase your leadership skills. Describe the project's goals, your role in driving it forward, the outcome, and how it benefited the organization. The emphasis should be on your innovation and problem-solving capabilities.

Discuss your methodology for identifying potential challenges and how you address them. Provide examples where possible, showing how you have successfully ensured product stability and scalability in previous roles.

Talk about your approach to rapid prototyping, including the tools and techniques you use, and the importance of iterative development and user feedback. Share experiences where this has led to successful AI functionality enhancements.

Explain your commitment to ongoing learning in the field of AI. Mention resources, such as journals, conferences, and online courses that you follow, and emphasize how this influences your work and innovation at Factory.

Provide a detailed example of a complex problem you faced, your approach to analyzing it using AI methodologies, and the successful outcome. This showcases your problem-solving skills in a real-world context.

Detail your experience with large language models, including any specific applications you have developed or worked on. Discuss how these models can enhance software engineering practices.

Share strategies you use to simplify complex concepts, such as using analogies, visuals, and examples. Illustrate with instances where your communication facilitated understanding among non-technical team members.

Share your insights about future trends in AI technology, supported by research or personal observations. Discuss how these trends could impact the industry and your role at Factory.

Tailor your response to exemplify your interest in Factory's mission and values. Mention how your personal career goals align with the company's innovative approach in the AI space, and why you believe you would be a valuable asset to the team.