CV/AI Engineer
Prague, Prague, Czechia
GoodVision Ltd
GoodVision provides automation tools in all stages of traffic projects, from AI traffic data collection to traffic modelling and real-time traffic controlGetWho we are
We are the award-winning venture-backed startup operating in the smart city and artificial intelligence space, leading the way in traffic data collection and analysis. GoodVision provides customers with everything needed for transport planning analytics in one place. We’re helping transport surveyors and planners to achieve incredible productivity in traffic data analytics, from video cameras and other data sources. Our solution GoodVision Video Insights makes traffic management simple and smart.
GoodVision's platform controls traffic in real-time. Live Traffic is a complete software solution for traffic monitoring and real-time event detection on roads and junctions. The system analyses camera streams on the fly and provides traffic data to third-party systems, like traffic management systems and controllers. Traffic data is also collected in Video Insights, ready for your further analysis.
Who we need
Are you a seasoned Computer Vision Engineer with a passion for innovation? We’re on the lookout for someone like you to join our team. As part of our R&D efforts, you’ll drive the development of new features, optimize existing ones, and contribute to the future of our smart traffic and smart cities solution.
What We Offer:
- Global Impact: Our solution is deployed worldwide, and as a CV Engineer, your work will directly influence its success.
- Hands-On Experience: Dive into real-world challenges, from cutting-edge algorithms to data pipelines and model deployment.
- Collaborative Environment: Join a small but dynamic team where creativity and fun are encouraged.
If you’re ready to make a difference and get your hands dirty solving complex problems, we’d love to hear from you!
Job description
- Algorithm Development and Optimisation: Drive the design and refinement of computer vision algorithms for traffic monitoring, object detection, tracking, and behaviour analysis.
- NVIDIA stack: Demonstrate proficiency in the NVIDIA toolchain, including DeepStream, Triton Inference Server, Metropolis and associated libraries for model optimisation and deployment.
- MLOps: Collaborate with data scientists to streamline the machine learning operations pipeline. Facilitate model training, monitoring, and continuous improvement in the traffic data domain.
- Data-Driven Insights: Extend your skills to extract predictions, correlations, and actionable insights from traffic data to enhance decision-making and system performance.
- Embedded System Expertise: Leverage your deep understanding of embedded systems to ensure seamless integration and optimal performance of AI models.
Requirements
- Hands-on experience developing and deploying computer vision solutions on embedded devices.
- In-depth knowledge of deep learning frameworks (e.g., PyTorch, TensorFlow, Ultralytics)
- Familiarity with MLOps principles, best practices and tools
- Demonstrable experience in software delivery
- Skilled in C++ and Python programming languages
- Team player who won't get afraid when the first issue occurs
- Fluent English (we speak Czech in the team, but communication with other departments and everything written is in English)
- Make sure to spend half of your working hours at the office
NICE TO HAVE
- You’re organized and CV/AI is your life
- Embedded devices - Jetson units real experience
- Master's degree in Computer Science, Electrical Engineering, or equivalent field.
- Strong analytical skills and an aptitude for working with traffic-related data
Benefits
- 🧑🏼💻 Trust to work independently: Enjoy the freedom to work independently, backed by a culture of trust and support. Your ideas matter, and we believe in your ability to make a significant impact
- 🕐 Flexible working hours: Life is dynamic, and so are we. Our flexible working hours accommodate your schedule, ensuring a healthy work-life balance
- 🎉 Team Spirit Beyond Work: Engage in a variety of team activities and fun team-building events that strengthen our bonds and make every day enjoyable
- 📈 Company's stock plan: Participate in the success of the company and share in its growth
- ☕️ Comfortable Workspace: Our office is located in Prague, 2 min walk from metro Invalidovna; it's designed to be cozy and comfortable. A place where you can be your most productive self
- 💻 Top-Notch Tools: Equip yourself with a high-end laptop, including a MacBook Pro, to enhance your work experience
- 🏃🏽 Wellness Matters: Prioritize your well-being with a Multi-Sport Card, granting you access to a range of fitness activities
- 📚 Continuous Learning: Invest in your professional development with our educational program. Grow your skills and stay ahead in your career
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science Computer Vision Data Analytics Data pipelines Deep Learning Engineering Machine Learning MLOps Model deployment Model training Pipelines Python PyTorch R R&D TensorFlow
Perks/benefits: Career development Fitness / gym Flex hours Gear Startup environment Team events
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