Sr Software Engineer, Open World Perception - job 1 of 2

As a Sr Software Engineer, Open World Perception at Latitude AI, your primary responsibilities include developing innovative solutions for anomaly detection, collaborating with perception experts, and ensuring safety standards are met throughout the software development lifecycle. You'll also be pivotal in transitioning solutions from theoretical concepts to practical implementations on test tracks and public roads.

To be considered for the Sr Software Engineer position at Latitude AI, you’ll need a Bachelor's degree in Computer Science, ECE, Robotics, Physics, Mathematics, or a related field, along with significant experience in computer vision, machine learning, and deep learning. Proficiency in C++ or Python is crucial, along with a proven track record in product development and deep learning research.

Latitude AI values continuous learning and growth. As a Sr Software Engineer, you'll have access to professional development reimbursement, allowing you to pursue courses, certifications, or conferences that enhance your skills and knowledge in cutting-edge technologies related to automated driving and software engineering.

Yes! Latitude AI offers flexible work options, allowing you to work remotely as a Sr Software Engineer. This flexibility supports a work-life balance while still being a key player in our innovative projects aimed at reimagining the driving experience.

During the interview process for the Sr Software Engineer position at Latitude AI, you can expect discussions focused on your technical expertise in machine learning, C++ or Python programming, and experience with deep learning. Additionally, interviews will assess your problem-solving skills and your ability to translate research concepts into practical applications.

In responding to this question, focus on a specific example from your experience. Be sure to describe the problem you faced, the machine learning methods you used, the data you worked with, and how your solutions contributed to the project's outcome, emphasizing results achieved and lessons learned.

When addressing this question, emphasize your collaborative approach. Highlight specific strategies you use, such as regular communication through meetings, sharing documentation, and using integration tools to maintain transparency and alignment across teams, ensuring successful project execution.

It's essential to showcase your familiarity with Agile, Scrum, or other methodologies relevant to software development. Discuss how you apply these methodologies to create iterations, gather feedback, and maintain flexibility in improving the product based on stakeholder input.

Provide a scenario where you prioritized safety in your decision-making process. Discuss the data you used to support your claims, the stakeholders involved, and how the final outcome demonstrated a commitment to safety and quality standards in your work.

Discuss methods like gathering user feedback, conducting code reviews, and utilizing performance metrics to evaluate software effectiveness. Emphasize your commitment to data-driven decisions that drive enhancements and optimizations.

Share your strategies for continual learning, such as attending conferences, participating in online courses, following industry publications, and engaging with professional communities online. Highlight how you apply new knowledge and skills to your projects.

Outline a project where you took a product from concept to market. Discuss phases such as user research, design, development, testing, and launch while emphasizing your role, the approach you took to overcome challenges, and the success achieved.

Mention specific tools relevant to your experience, such as TensorFlow, PyTorch, OpenCV, or others. Discuss why you prefer these tools, how they contribute to efficient development processes, and any experience you have in integrating them into larger systems.

Select a real-life challenge that tested your teamwork skills. Highlight the specifics of the situation, your approach to clear communication and conflict resolution, and the positive impact of your actions on team dynamics and project outcomes.

Discuss the significance of developing a robust validation strategy that includes simulation, on-road testing, and compliance with safety standards. Emphasize your experience in creating validation frameworks that ensure the system operates effectively and safely in real-world scenarios.