About the job
RESPONSIBILITIES:
- Design, develop, and implement computer vision algorithms and models for tasks such as object detection, image classification, segmentation, and tracking.
- Train and optimize deep learning models using frameworks like PyTorch (preferred) and TensorFlow.
- Build a full Data-AI pipeline, focusing on an end-to-end solution with interpretable model, metric enrichment, reusable data, and active/continuous learning process.
- Work with large datasets, including data collection and annotation, preprocessing, augmentation, and enhancing, to ensure high-quality input for model training.
- Collaborate with cross-functional teams, including software engineers and data scientists, to integrate computer vision solutions into production systems.
- Conduct research on the latest advancements in computer vision and AI to incorporate state-of-the-art techniques into our products.
- Evaluate model performance, conduct thorough error analysis, and continuously improve the accuracy and efficiency of vision systems.
- Write clean, efficient, and well-documented Python code
REQUIRED SKILLS & EXPERIENCE:
- 3+ years of professional experience in a Computer Vision or AI engineering role.
- Strong proficiency in Python and solid understanding of software development principles.
- Extensive experience with deep learning frameworks such as PyTorch or TensorFlow. In-depth knowledge of core computer vision concepts and algorithms (e.g., CNNs, RNNs, Transformers).
- Proven experience with computer vision libraries like OpenCV and Pillow, and mathematical libraries such as Numpy, Scipy, Pandas/Polars, Scikit-Learn, …
- Practical experience in model training, validation, and optimization. Solid mathematical foundation, including linear algebra, calculus, and probability.
- Excellent problem-solving skills and a strong ability to work independently and as part of a team. Soft Skills: Eager to learn, start-up mindset, strong business focus, and a customer service orientation. (Good-to-have)
- Basic understanding about C/C++ and CUDA, compiler such as GCC/LLVM, with ability of generalize and simplify real-world application logic.
EDUCATION:
Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, or a related field.
EDUCATION:
- Bonus based on performance indivudual and company
- Social benefits in accordance with the company and the Vietnam Law
- Friendly working environment with strong startup culture
- Team building, Company trip, Year-end party, etc.
- 40 flexible working hours per week from Monday to Friday
- Salary review at least one time per year based on employee’s performance and contribution