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- Tasks: Architect and deploy cutting-edge 3D object detection models using advanced technologies.
- Company: Join AeroVect, a pioneering company transforming ground handling with autonomy.
- Benefits: Competitive salary, full-time role, and opportunities for professional growth.
- Why this job: Make a real impact in aviation tech while working with top-tier investors and clients.
- Qualifications: Master's or PhD in relevant fields and 5+ years of experience in object detection.
- Other info: Dynamic work environment with mentorship opportunities and career advancement.
The predicted salary is between 48000 - 72000 £ 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. Visit www.aerovect.com for more information.
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.
- Experience on entire perception stack (sensing, preprocessing, detection & tracking).
- Proficiency in Python.
- Ability to lead projects autonomously.
We Prefer:
- PhD in Computer Science, Robotics, or a related discipline.
- Publications in major conferences such as CVPR, ICRA, NeurIPS, IJCAI, AAAI.
Staff Software Engineer, Perception in London employer: AeroVect
Contact Detail:
AeroVect Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land Staff Software Engineer, Perception in London
✨Tip Number 1
Network like a pro! Reach out to people in the industry, especially those at AeroVect. A friendly chat can open doors and give you insights that a job description just can't.
✨Tip Number 2
Show off your skills! If you've got a portfolio or GitHub with projects related to 2D/3D object detection, make sure to highlight them. We love seeing what you can do in action!
✨Tip Number 3
Prepare for the interview by brushing up on the latest in perception tech. Be ready to discuss your experience with multi-modal approaches and how you can contribute to our mission at AeroVect.
✨Tip Number 4
Apply through our website! It’s the best way to ensure your application gets seen. Plus, we’re always on the lookout for passionate candidates who want to make a difference in aviation.
We think you need these skills to ace Staff Software Engineer, Perception in London
Some tips for your application 🫡
Tailor Your CV: Make sure your CV highlights your experience with 2D/3D object detection models and any relevant projects. We want to see how your skills align with what we do at AeroVect, so don’t hold back on showcasing your achievements!
Craft a Compelling Cover Letter: Your cover letter is your chance to shine! Use it to explain why you’re excited about the Staff Software Engineer role and how your background in robotics or deep learning makes you a perfect fit for our team. Let’s see your passion!
Showcase Your Projects: If you’ve worked on any cool projects related to perception or multi-modal datasets, make sure to mention them. We love seeing practical applications of your skills, so include links or descriptions that highlight your contributions.
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 gives you a chance to explore more about AeroVect while you’re at it!
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.
✨Showcase Your Problem-Solving Skills
Prepare to talk about challenges you've faced in previous roles, especially related to data collection and evaluation pipelines. Use examples that highlight your ability to experiment with state-of-the-art models and how you overcame obstacles.
✨Mentorship Matters
Since mentoring junior engineers is part of the role, think of instances where you've guided others. Be ready to share your approach to best practices and how you foster a collaborative environment.
✨Research AeroVect
Familiarise yourself with AeroVect’s mission and recent developments in the aviation and autonomous driving sectors. This will not only show your interest but also help you align your skills with their goals during the interview.
