Position: AI Model Training Engineer
Location: Long Bien, Ha Noi
Contact: Phan Thuy Trang
Job Descriptions:
- Data Collection and Preparation:
- Collect, curate, and annotate large datasets for training AI models.
- Ensure data quality and integrity through preprocessing and cleaning.
- Model Development and Training:
- Design and implement machine learning models using various algorithms.
- Knowledge to optimized model to fit with low configuration of AI inference machine.
- Knowledge about data augmentation and it benefits to training.
- Train models on prepared datasets and fine-tune parameters to enhance performance.
- Utilize frameworks such as PyTorch, TensorFlow, or Keras for model development.
- Performance Evaluation and Optimization:
- Evaluate model performance using metrics like accuracy, precision, recall, and F1 score and knowledge about most of useful SOTA metrics.
- Optimize models for efficiency and performance.
- Conduct experiments to compare different models and approaches.
- Experience in deploying ML/DL applications on specific embedded platforms (e.g., STM32 AI, NVIDIA Jetson, NXP, etc.) is a strong plus
- Debugging skills for embedded targets is a plus
- Experience with RTOS or Linux programming is a plus
- Collaboration and Communication:
- Work closely with data scientists, software engineers, and other stakeholders.
- Communicate findings and progress to team members and management.
- Collaborate on integrating AI models into existing systems and applications.
- Knowing system integration is a plus.
- Continuous Learning and Improvement:
- Stay updated with the latest advancements in AI and machine learning.
- Capability to read and understand SOTA papers.
- Participate in workshops, conferences, and training sessions.
- Implement new techniques and tools to improve model performance and development processes.
Job Requirements:
- Bachelor’s Degree: In Computer Science, Data Science, Mathematics, Information Technology, or a related field.
- Programming Languages: Proficiency in Python, Java, C++, and SQL.
- Machine Learning: Strong understanding of machine learning algorithms and techniques.
- Data Analysis: Ability to analyze and interpret large datasets.
- Mathematics: Solid foundation in linear algebra, calculus, and probability.
- Software Development: Knowledge of software engineering principles and practices.
- Problem-Solving: Excellent problem-solving skills and the ability to troubleshoot issues with AI models.
- Communication: Strong communication skills for effective collaboration and reporting
- Edge AI: Knowledge background about efficient AI/edge AI is a plus
Benefits:
- Good salary (includes base salary, additional salary, housing allowance, meal allowance, etc.)
- 13th month salary + Incentive/performance bonus.
- Salary review twice a year.
- Lunch monthly support.
- Mon–Fri & alternative Saturday working schedule with 44 hours/week.
- 12 annual leave days plus 1 birthday leave.
- Health care insurance.
- Training & career development program.
- Oversea working opportunities.
- Have opportunity to work in Electric vehicle development project and testing with system/vehicle integration level.
- Working in international environment with expert around the world.
- Opportunities for career advancement to Team Leader, Group Leader, and Manager positions.
- Monthly budget for team activities, etc.
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