ML/AI Developer (US Citizen)

As an ML/AI Developer at Latent AI, you'll be responsible for owning the technical relationship with customers and ensuring the successful deployment of machine learning solutions. Your role will include developing applications across various areas such as computer vision and natural language processing, collaborating with engineers and scientists, and optimizing the software and system architecture to meet real-world needs effectively.

The ideal candidate for the ML/AI Developer position at Latent AI should possess strong software development skills in relevant languages like Python and C/C++. A degree in computer science or electrical engineering is desirable, with a preference for an MS or PhD. You should also have a solid understanding of AI frameworks, a passion for problem-solving, and excellent communication skills to successfully collaborate with our diverse teams.

The ML/AI Developer at Latent AI will work with various technologies, including AI frameworks such as TensorFlow/Keras and PyTorch, along with programming in languages like Python, C/C++, and possibly mobile app development tools for iOS and Android. Familiarity with machine learning principles in areas like computer vision and NLP is essential for success in this role.

At Latent AI, we pride ourselves on fostering a culture of mentorship and continuous learning. Our leadership comprises experienced professionals who are committed to sharing knowledge and providing opportunities for personal and professional development. Whether through collaborative projects, technical seminars, or targeted training, we aim to ensure our ML/AI Developers grow and thrive in their craft.

Yes, US citizenship is required for the ML/AI Developer position at Latent AI due to the nature of our government contracts. We value diversity and equal employment opportunities, and we're excited to welcome talented individuals who meet this criteria.

To answer this question, discuss your experience with specific frameworks like TensorFlow or PyTorch. Highlight any projects where you utilized these tools, focusing on the type of work completed and the results achieved through those technologies.

When discussing your problem-solving approach, emphasize your methodical thinking process. Explain how you identify the problem, gather the necessary data, select appropriate algorithms, test and validate the model, and iterate based on feedback to ensure practical solutions are developed.

Share specific examples of models you have deployed in a production environment. Discuss the deployment process, any challenges faced, and how you optimized or fine-tuned the models for real-world applications.

Mention your strategies for staying informed, such as attending conferences, participating in webinars, taking online courses, or following leading AI research journals and blogs. This shows your commitment to continuous learning and your passion for the field.

Select a project where you collaborated with other team members, detailing your role in the project, how challenges were overcome as a team, and what the outcomes were. This illustrates your teamwork skills, a quality that’s vital at Latent AI.

Discuss metrics like accuracy, precision, recall, F1 score, and ROC-AUC. Depending on the project context, explain how you select the most relevant metrics to ensure the model meets its intended objectives.

Explain your organizational skills, mentioning specific tools or methods you use for tracking tasks and deadlines. Discuss your approach to assessing priorities based on project impact, deadlines, and resource availability.

Discuss challenges like data quality, bias in algorithms, the need for explainability, and integration issues. Provide insights on how you believe these challenges can be addressed in real-world applications.

Illustrate your communication skills by describing how you would break down complex concepts into relatable analogies or simplified terms. It's essential to show that you can convey information effectively to diverse audiences.

Articulate your passion for AI and how it aligns with Latent AI's mission. Discuss aspects of the company culture, the innovative projects, and your excitement about contributing to meaningful AI solutions that inspire and delight customers.