At a Glance
- Tasks: Architect and deploy cutting-edge 3D object detection models using advanced technologies.
- Company: AeroVect, a pioneering company in autonomous ground handling solutions.
- Benefits: Competitive salary, flexible work options, and opportunities for professional growth.
- Other info: Dynamic environment with mentorship opportunities and a focus on innovation.
- Why this job: Join a transformative team and shape the future of aviation with your expertise.
- Qualifications: Master’s or PhD in relevant fields and extensive experience in object detection.
The predicted salary is between 70000 - 90000 £ per year.
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 www.aerovect.com.
You Will:
- Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, Radar).
- Build and maintain data collection and evaluation (metrics) pipeline.
- Develop a proprietary multi-modal dataset for training and evaluation.
- Train, deploy and monitor 2D/3D object detection models to production.
- Experiment with SOTA models’ performance.
- Mentor junior engineers about best practices.
You Have:
- Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.
- 5+ years of focused experience in architecting and deploying 2D/3D object detection models.
- Experienced with the entire perception stack (sensing, preprocessing, detection & tracking).
- Python proficiency.
- The ability to lead projects autonomously.
We Prefer:
- PhD in Computer Science, Robotics, or a related discipline.
- Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI, etc.
Senior Staff Software Engineer, Perception employer: AeroVect
AeroVect is an exceptional employer for those passionate about innovation in the aviation industry, offering a dynamic work culture that fosters collaboration and creativity. With a focus on employee growth, we provide opportunities for mentorship and professional development, ensuring that our team members can thrive in their careers while contributing to groundbreaking advancements in ground handling autonomy. Located in a vibrant tech hub, our employees enjoy access to a network of like-minded professionals and cutting-edge resources, making AeroVect a truly rewarding place to work.
StudySmarter Expert Advice🤫
We think this is how you could land Senior Staff Software Engineer, Perception
✨Tip Number 1
Network like a pro! Reach out to folks in the industry on LinkedIn or at events. A friendly chat can open doors that a CV just can't.
✨Tip Number 2
Show off your skills! Create a portfolio showcasing your projects, especially those related to 2D/3D object detection. It’s a great way to demonstrate your expertise beyond the written application.
✨Tip Number 3
Prepare for interviews by brushing up on the latest in perception tech. Be ready to discuss your experience with multi-modal approaches and how you’ve tackled challenges in past projects.
✨Tip Number 4
Don’t forget to apply through our website! It’s the best way to ensure your application gets seen by the right people at AeroVect. Plus, we love seeing candidates who are proactive!
We think you need these skills to ace Senior Staff Software Engineer, Perception
Some tips for your application 🫡
Show Off Your Skills:Make sure to highlight your experience with 2D/3D object detection models in your application. We want to see how your skills align with what we do at AeroVect, so don’t hold back!
Tailor Your Application:Take a moment to customise your CV and cover letter for this role. Mention specific projects or experiences that relate to the job description, especially around multi-modal approaches and data pipelines.
Be Clear and Concise:When writing your application, keep it straightforward. We appreciate clarity, so avoid jargon unless it’s relevant to the role. Make it easy for us to see why you’re a great fit!
Apply Through Our Website:We encourage you to apply directly through our website. It’s the best way for us to receive your application and ensures you’re considered for the role. Plus, it’s super easy!
How to prepare for a job interview at AeroVect
✨Know Your Tech Inside Out
Make sure you’re well-versed in 2D/3D object detection models and the entire perception stack. Brush up on your Python skills and be ready to discuss specific projects where you've architected or deployed these models. Being able to talk about your hands-on experience will show that you’re not just familiar with the theory but have practical knowledge too.
✨Showcase Your Problem-Solving Skills
Prepare to discuss challenges you've faced in previous projects, especially those related to data collection and evaluation pipelines. Think of specific examples where you had to experiment with state-of-the-art models and how you approached problem-solving. This will demonstrate your ability to think critically and adapt in a fast-paced environment.
✨Highlight Your Mentorship Experience
Since mentoring junior engineers is part of the role, be ready to share your experiences in guiding others. Talk about how you’ve helped team members grow, the best practices you’ve instilled, and any successful outcomes from your mentorship. This shows that you can lead and foster a collaborative team environment.
✨Research AeroVect and Its Vision
Familiarise yourself with AeroVect’s mission and recent developments in the field of autonomous ground handling. Understanding their goals and how your expertise aligns with their vision will help you articulate why you’re a great fit for the team. Plus, it shows genuine interest in the company and its future.
