Aerovect

Staff Software Engineer, Perception

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AeroVect is seeking a Staff Software Engineer, Perception to join their Engineering department. This role involves architecting, building, and deploying 3D object detection models, including multi-modal approaches, and maintaining data pipelines. The ideal candidate will develop proprietary datasets, experiment with state-of-the-art models, and mentor junior engineers, contributing to the transformation of ground handling with autonomous technology for airlines globally.

Senior Software Engineer, Perception

<h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">Who We Are</h2>AeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations. We are a Series A company backed by top-tier venture capital investors in aviation and autonomous driving. Our customers include some of the world’s largest airlines and ground handling providers. For more information, visit <a href="http://www.aerovect.com/" target="_blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">www.aerovect.com</a>.<h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">You will</h2><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, Radar).</li><li class="leading-relaxed">Build and maintain data collection and evaluation (metrics) pipeline.</li><li class="leading-relaxed">Develop a proprietary multi-modal dataset for training and evaluation.</li><li class="leading-relaxed">Train, deploy and monitor 2D/3D object detection models to production.</li><li class="leading-relaxed">Experiment SOTA models’ performance.</li><li class="leading-relaxed">Mentor junior engineers about best practices.</li></ul><h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">You have</h2><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.</li><li class="leading-relaxed">5+ years of focused experience in architecting and deploying 2D/3D object detection models.</li><li class="leading-relaxed">Worked on entire perception stack (sensing, preprocessing, detection & tracking)</li><li class="leading-relaxed">Python proficiency</li><li class="leading-relaxed">The ability to lead projects autonomously</li></ul><h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">We Prefer</h2><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">PhD in Computer Science, Robotics, or a related discipline.</li><li class="leading-relaxed">Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc</li></ul><a href="https://jobs.ashbyhq.com/AeroVect/93672f3b-a204-4f1e-9fa7-9e6a163315c8/application" target="_blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Apply for this Job</a>This site is protected by reCAPTCHA and the Google <a href="https://policies.google.com/privacy" target="blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Privacy Policy</a> and <a href="https://policies.google.com/terms" target="blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Terms of Service</a> apply.

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You will need deep technical expertise in full stack development and must have built engineering platforms for the internal development organizations.<h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Key Responsibilities</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">API Development</li><li class="leading-relaxed">Design, develop, and maintain scalable and secure RESTful APIs using Java and related frameworks (Spring Boot) to support platform capabilities around datastore and compute management.</li><li class="leading-relaxed">Implement business logic for provisioning, lifecycle management, and integration of services such as IAM MongoDB, Kafka, Elasticsearch, S3, Kubernetes, Lambda and RDS.</li><li class="leading-relaxed">Ensure APIs adhere to best practices in security (OAuth, JWT), versioning, and documentation (OpenAPI/Swagger).</li><li class="leading-relaxed">UI Development</li><li class="leading-relaxed">Build responsive and intuitive front-end user interfaces for self-service platform portals using modern JavaScript frameworks.</li><li class="leading-relaxed">Collaborate with product owners to deliver a seamless user experience for managing platform services</li><li class="leading-relaxed">Integrate front-end components strongly with backend APIs ensuring performance, accessibility, and usability.</li><li class="leading-relaxed">Collaboration & Agile Delivery</li><li class="leading-relaxed">Work closely with platform engineers and architects in Agile/Scrum development cycles to deliver features, improvements, and fixes.</li><li class="leading-relaxed">Participate in code reviews, pair programming, and automated testing to maintain code quality and reliability.</li><li class="leading-relaxed">Performance Optimization & Security</li><li class="leading-relaxed">Optimize backend APIs and frontend applications for performance, scalability, and usability.</li><li class="leading-relaxed">Incorporate security best practices including input validation, encryption, and secure communication across front and back ends.</li><li class="leading-relaxed">Documentation & Support</li><li class="leading-relaxed">Produce clear technical design documents, API specs, and user guides.</li><li class="leading-relaxed">Assist in troubleshooting and supporting the platform software in development, staging, and production environments</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Qualifications</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">4+ years of experience as a full stack developer with strong proficiency in Java for backend API development (Spring Boot)</li><li class="leading-relaxed">Solid experience building RESTful APIs, microservices architecture, with knowledge of security and authentication protocols.</li><li class="leading-relaxed">Hands-on experience with front-end frameworks such as React, Angular, or Vue.js and modern JavaScript.</li><li class="leading-relaxed">Expertise with AWS cloud platform and integrating platform APIs with services like Kubernetes, Lambda, and various datastores is a plus.</li><li class="leading-relaxed">Working knowledge of databases (SQL and NoSQL), API documentation tools like Swagger/OpenAPI.</li><li class="leading-relaxed">Experience with CI/CD pipelines, automated testing frameworks (JUnit, Selenium), and containerized development environments (Docker).</li><li class="leading-relaxed">Good understanding of Agile methodologies and excellent collaboration and communication skills.</li></ul>About our cultureSmarsh hires lifelong learners with a passion for innovating with purpose, humility and humor. 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