Technical Artist (AI Model Tutor)

As a Technical Artist (AI Model Tutor) at Luma, your responsibilities will include identifying improvements for our models and implementing fine-tuning solutions. You'll collaborate with the Data and Design teams to ensure aesthetic excellence in final models, while also providing feedback to the research team on early iterations of the models. Your role will also involve building comfyui-style pipelines for productionizing models and developing LoRA-based strategies for fine-tuning, making your input crucial in enhancing model controllability and aesthetic direction.

To qualify as a Technical Artist (AI Model Tutor) at Luma, candidates should have demonstrable experience with Visual GenAI, either as a creator, fine-tuner, hobbyist, or engineer. An understanding of aesthetics gained from art experience is essential, and familiarity with open source tools like ComfyUI or A1111 is a plus. Experience with Low-Rank Adaptation (LoRA) techniques for efficient model fine-tuning is highly beneficial, as well as generalist engineering skills, particularly in Python.

At Luma, we place a strong emphasis on professional growth for our Technical Artists (AI Model Tutor). You will have the opportunity to work on innovative projects and collaborate with talented teams, which encourages constant skill development. We also provide access to comprehensive resources, mentorship opportunities, and workshops that focus on advancing your technical and creative capabilities within the field of visual AI.

The work environment for a Technical Artist (AI Model Tutor) at Luma is collaborative and creative. Located in Palo Alto, CA, our team encourages open communication and idea sharing, fostering an atmosphere where innovation and creativity thrive. You’ll have an option for remote work, which allows for greater flexibility while still being part of a dynamic team focused on pushing the limits of visual AI together.

The salary range for the Technical Artist (AI Model Tutor) position at Luma in California is between $100,000 and $160,000 per year. Compensation may vary based on job-related knowledge, skills, and experience. In addition to competitive salaries, we also offer equity packages in the form of stock options, along with a comprehensive benefits plan that underscores our commitment to employee well-being.

When answering this question, focus on specific projects or roles you've undertaken involving Visual GenAI. Explain your contributions, whether they involved model creation or fine-tuning, and how your artistic sensibilities enhanced the outcome. Highlight your technical proficiency and how it complements your artistic background to show that you understand both the creative and technical aspects of the role.

Here, you should discuss your criteria for evaluating aesthetics, such as color harmony, composition, and emotional impact. Give examples of how you've used these criteria in prior work or projects. Mention how you articulate your choices to team members using standard artistic language, which emphasizes your ability to communicate professionally about art.

Talk about the project management methodologies you’ve employed, such as Agile or Kanban, and how they have helped you maintain efficient workflow pipelines. Provide examples of how you've coordinated with teams to ensure milestones were achieved and how you adapted to changes during projects to keep everything on track.

Adopt a storytelling approach by outlining the problem, the steps you took to address it, and the eventual outcome. Highlight your analytical skills and how you engaged with the team to gather different perspectives to come up with a solution, underlining your role in fostering collaboration in problem-solving.

Draw from your coding experience by detailing projects where you used Python for tasks such as automating artistic processes or implementing model fine-tuning techniques. Discuss any specific libraries or frameworks you've worked with that are relevant to AI art creation, showcasing how your programming skills enhance your artistic capabilities.

Discuss specific sources you turn to for inspiration and knowledge, such as industry blogs, academic journals, or community forums. Mention any workshops, webinars, or conferences you've attended to stay informed about emerging trends in AI and visual arts, demonstrating your commitment to professional development.

Reflect on the projects you’re most proud of, focusing on the impact they had and the skills you employed. Highlight aspects such as aesthetic quality, innovative techniques, or collaboration with other artists and engineers. Show how these accomplishments align with the responsibilities you'll undertake at Luma.

Here, outline your experience with Low-Rank Adaptation techniques, emphasizing how they’ve contributed to efficient model fine-tuning in your past work. Discuss scenarios where you've successfully employed these methods, along with any challenges you faced and how you overcame them to improve model performance.

You should express your understanding of key elements that comprise the aesthetics of a model, such as balance, contrast, and emotional resonance. When possible, provide visual examples to support your opinion. This shows your deep understanding of aesthetics as it applies to the role of a Technical Artist.

Highlight your communication strategies, and how you ensure everyone is aligned towards a common goal. You can share specific tools you use for collaboration, like project management software or design platforms, along with examples of successful teamwork that led to excellent project outcomes.