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 Data Scientist (Computer Vision) 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:
Conceptualize and develop computer vision models for driver behavior analysis, road detection, signal detection, and in-cabin characteristics.
Provide signals based on video/image detection algorithms for other machine learning models, such as road flow or traffic density analysis.
Develop signal processing models to transform attributes into time series matrices.
Test and deploy algorithms, making them production-ready.
Construct solution concepts from insights, whether the data is familiar, unfamiliar, complete, or partial.
Determine dependencies between sensors and time series data.
Design and build efficient machine/deep learning and optimization algorithms.
Integrate, simulate, and test the impact of algorithms and features on the overall system.
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.
Effectively communicate and conceptualize findings to business/product stakeholders.
Yêu Cầu Công Việc
You Have:
Experience:
Minimum 5 years of relevant experience in one or more of the following areas:
Video/Image detection, prediction, and classification
Signal processing and time series analysis
Education:
Ph.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:
Strong fundamentals in Computer Vision
Proficient with Python and Deep Learning Libraries such as PyTorch
Self-motivated and independent learner, willing to share knowledge with the team
Efficient, detail-oriented time manager who thrives in a dynamic, fast-paced environment
Desired:
Experience working with vehicle imagery and sensors
Familiarity with Linux/Unix and shell scripting
Familiar with Quantization-Aware Training
Experience porting neural networks to DSP/NPUs
Địa điểm
Hồ Chí Minh
Tòa nhà TF Building | 408 Điện Biên Phủ, P.11, Quận 10
