Applied AI Engineer

As a Senior Applied AI Engineer at Erth, your primary responsibilities include designing, developing, and deploying AI-driven game mechanics and procedural content generation. You'll work hand-in-hand with game designers and engineers to optimize gameplay and enhance user interaction. Additionally, this role involves the implementation of machine learning models, exploring AI tools for content creation, and ensuring smooth and engaging user experiences through real-time application optimizations.

To qualify for the Senior Applied AI Engineer position at Erth, candidates should have at least 6 years of experience in AI, machine learning, or game AI development. Proficiency in programming languages such as Python, JavaScript, or C++ is essential, along with a strong knowledge of AI/ML frameworks like TensorFlow or PyTorch. Familiarity with procedural generation and reinforcement learning concepts, along with a collaborative mindset, are also key to thriving in this role.

At Erth, we integrate AI into gaming experiences by developing AI-driven game features that enhance player interactions and content generation. Our Senior Applied AI Engineer will design and implement machine learning models that allow for dynamic gameplay adjustments based on player behavior, as well as tools that help users create assets and animations efficiently. This holistic approach ensures that AI contributes meaningfully to both gameplay and user-generated content.

A Senior Applied AI Engineer at Erth will use a variety of technologies and frameworks, with a focus on machine learning and AI development. Key tools include TensorFlow, PyTorch, and OpenAI APIs, which will be utilized to build and deploy AI models. Strong programming skills in Python, JavaScript, or C++ will also be essential for developing robust and efficient AI systems tailored for gaming.

The work culture at Erth is collaborative and innovative, designed to empower creativity within our team. As a Senior Applied AI Engineer, you will integrate with diverse professionals from various disciplines, including game designers, engineers, and UX specialists. We highly value work-life balance, providing perks such as unlimited Paid Time Off (PTO) and flexible options to ensure our employees are engaged and fulfilled both in and out of the office.

When discussing a machine learning project, aim to highlight your specific role, the models you used, and any challenges faced, such as data quality or algorithm performance. Focus on how you overcame these obstacles, emphasizing your problem-solving skills and adaptability, which are crucial for a Senior Applied AI Engineer at Erth.

In your response, mention your habit of following leading AI publications, attending conferences, and participating in online communities. Demonstrate your commitment to staying informed about the latest trends and technologies, which is essential for a role that combines AI and gaming innovation at Erth.

Discuss your strategies for effective communication and teamwork. Highlight the importance of understanding the goals of different team members and being open to feedback, which helps foster an inclusive work environment at Erth. Providing examples of past collaborative experiences can reinforce your suitability for the role.

Share details about any relevant projects you have worked on, explaining the techniques you employed for procedural content generation. Be sure to illustrate how these techniques can improve player engagement and enhance gameplay experiences, showcasing your technical knowledge relevant to the Senior Applied AI Engineer position.

Identify the frameworks you have experience with, such as TensorFlow or PyTorch. Discuss specific projects where you've successfully implemented these technologies, emphasizing how they will be applicable to the AI-driven goals at Erth.

Explain the strategies or techniques you've applied to optimize AI models for real-time applications. Focus on methods such as reducing model complexity, using efficient algorithms, and learning about trade-offs, all of which play a critical role in your work as a Senior Applied AI Engineer.

Discuss your understanding of game balancing principles and share specific examples of how you've successfully implemented dynamic difficulty adjustments in previous projects. This will show your familiarity with creating enjoyable gaming experiences, integral to the Senior Applied AI Engineer role at Erth.

Talk about common integration challenges such as compatibility issues, ensuring that AI features enhance rather than disrupt gameplay, and the need for extensive testing. Your response should demonstrate your ability to think critically and strategically about these challenges in the context of the role at Erth.

Explain the measures you've taken or would take to monitor and moderate AI-generated content for user safety, discussing the importance of ethical considerations in AI development, particularly in gaming environments like Erth where user-generated content is key.

This is an opportunity to express your passion for gaming and AI, highlighting the unique aspects of Erth that attract you, such as its innovative approach and commitment to empowering creators. Conclude by mentioning how your skills align with Erth's vision and your enthusiasm to contribute to the team.