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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, health benefits, and opportunities for professional growth.
- Why this job: Make a real impact in aviation tech while working with top-tier investors.
- Qualifications: Master's or PhD in relevant fields with 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.
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 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.
- Worked on 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.
Staff Software Engineer, Perception in London employer: AeroVect Technologies Inc.
Contact Detail:
AeroVect Technologies Inc. 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 folks in the industry on LinkedIn or at events. A friendly chat can open doors that applications alone can't.
✨Tip Number 2
Show off your skills! Create a portfolio showcasing your projects, especially those related to 2D/3D object detection. This gives potential employers a taste of what you can do.
✨Tip Number 3
Prepare for interviews by brushing up on your technical knowledge and soft skills. Practice common questions and scenarios related to perception stacks and model deployment.
✨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. Plus, we love seeing candidates who are proactive!
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 is tailored to the role of Staff Software Engineer, Perception. Highlight your experience with 2D/3D object detection models and any relevant projects you've worked on. We want to see how your skills align with what we're looking for!
Craft a Compelling Cover Letter: Your cover letter is your chance to shine! Use it to explain why you're passionate about transforming ground handling with autonomy. Share specific examples of your work in the perception stack and how you can contribute to our mission at AeroVect.
Showcase Your Projects: If you've got any projects or publications that demonstrate your expertise in deep learning or robotics, make sure to include them. We love seeing practical applications of your skills, especially if they relate to the aviation industry!
Apply Through Our Website: We encourage you to apply through our website for a smoother application process. It helps us keep everything organised and ensures your application gets the attention it deserves. Plus, it's super easy!
How to prepare for a job interview at AeroVect Technologies Inc.
✨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 your past projects in detail, especially those involving multi-modal approaches like camera, LiDAR, and Radar.
✨Showcase Your Problem-Solving Skills
Prepare to talk about specific challenges you've faced in previous roles and how you overcame them. AeroVect is looking for someone who can lead projects autonomously, so demonstrate your ability to think critically and innovate under pressure.
✨Familiarise Yourself with the Company
Research AeroVect’s mission and recent developments in ground handling and autonomy. Understanding their customer base and how your skills can contribute to their goals will show that you’re genuinely interested in the role and the company.
✨Mentorship Matters
Since mentoring junior engineers is part of the job, be prepared to discuss your experience in guiding others. Share examples of how you’ve helped colleagues grow and what best practices you believe are essential in the field.
