Senior AI Vision Engineer

We are a world- leading smart mobility SaaS tech company with over 1,700,000 subscribers across 23 countries. Our teams are collaborative, vibrant, and fast- growing, and every team member is empowered with the freedom to influence our products and technology.
Are you curious, innovative, and passionate? Do you take ownership, embrace challenges, and enjoy solving problems?
We are looking for a Senior Vision Engineer who will help us build industry- disruptive tech products, providing our customers with smart, actionable insights that will revolutionize their businesses.
Your Role and Responsibilities:

Provide signals based on video/image detection algorithms for other machine learning models, such as road flow or traffic density analysis.
Conduct analyses, simulations, and other necessary steps to validate models and identify areas for improvement.
Store, retrieve, and visualize results in a way that facilitates analysis.
Develop signal processing models to transform attributes into time series matrices.
Design and build efficient machine/deep learning and optimization algorithms.
Effectively communicate and conceptualize findings to business/product stakeholders.
Integrate, simulate, and test the impact of algorithms and features on the overall system.
Conceptualize and develop computer vision models for driver behavior analysis, road detection, signal detection, and in- cabin characteristics.
Test and deploy algorithms, making them production- ready.
Determine dependencies between sensors and time series data.
Construct solution concepts from insights, whether the data is familiar, unfamiliar, complete, or partial.

You Have:

Experience:
Minimum 6 years of relevant experience in one or more of the following areas:
Signal processing and time series analysis
Video/Image detection, prediction, and classification
Education:
D., Master’s, or an outstanding Bachelor’s degree in Computer Science, Electrical/Computer Engineering, Mathematics/Statistics, Operations Research, Industrial & Systems Engineering, or related technical disciplines
Skills and Expertise:
Proficient with Python and Deep Learning Libraries such as PyTorch
Strong fundamentals in Computer Vision
Efficient, detail- oriented time manager who thrives in a dynamic, fast- paced environment
Self- motivated and independent learner, willing to share knowledge with the team

Desired:

Familiarity with Linux/Unix and shell scripting
Familiar with Quantization- Aware Training
Experience porting neural networks to DSP/NPUs
Experience working with vehicle imagery and sensors

Laptop, Chế độ bảo hiểm, Du Lịch, Chế độ thưởng, Chăm sóc sức khỏe, Đào tạo, Tăng lương, Nghỉ phép năm

Cập nhật gần nhất lúc: 2024-09-29 01:50:06