Data Scientist

3 weeks ago


Ho Chi Minh City, Vietnam Cartrack Full time

**A bit about us**
Were a world-leading smart mobility SaaS tech company with over 1,850,000 subscribers across 23 countries. Our teams are collaborative, vibrant, and fast-growing, and all team members are empowered with the freedom to influence our products and technology.

Are you curious, innovative, and passionate? Do you take ownership, embrace challenges, and love problem-solving?

Were looking for a **Data Scientist** (Computer Vision)** who will empower us to build industry disruptive tech products and enable us to provide our customers with smart actionable insights that will revolutionize their businesses.

**You want to**
- Conceptualize and develop computer vision models to model driver behavior, road detection, signal detection, in cabin characteristics, etc.
- Provide signals based on video/image detection algorithms for other machine learning algorithms, such as road flow or traffic densities.
- Develop signal processing models as to characterize the attributes to a time series matrix.
- Test and put algorithms into a production ready state.
- Constructing solution concepts from insights using familiar or unfamiliar data sources or complete or partial data.
- Imputing the dependency between sensors and time series data.
- Design and build machine/deep learning and optimization algorithms efficiently
- Integrate, simulate, and test the impact of algorithms and features on the overall system
- Develop and execute necessary analyses, simulations, etc. to validate models and identify improvement opportunities
- Store, retrieve and visualize results in a manner that facilitates required analyses
Effectively conceptualize analyses to business/product stakeholders

**Requirements**:
**You have**
- Minimum 6 years of relevant experience in one or more of the following:

- Video/Image detection, prediction, and classification on
- Signal processing and time series analysis
- Ph.D., Masters or an outstanding Bachelors in Computer Science, Electrical/Computer Engineering, Mathematics/Statistics, Operations Research, Industrial & Systems Engineering, or related technical disciplines.
- Strong fundamentals in Computer Vision.
- Proficient with Python and utilizing Deep Learning Libraries such as PyTorch
- Self-motivated and independent learner who is willing to share knowledge with the team.
- Efficient and detail-oriented time manager who thrives in a dynamic and fast-paced working environment
- Desired
- Experience in working with vehicle imagery and sensors
- Familiar with Linux/Unix and shell scripting
- Familiar with Quantization aware Training
- Familiar with porting neural networks to DSP/NPUs



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