Key Responsibilities
As a company operating in the field of digital health, we consider human resources to be the center of all actions. Ominext is striving to build a happy living environment, focusing on professional development and health care for each staff member and their families! Join Ominext today to enjoy exclusive benefits designed specifically for Omi members.
As a AI Engineer, candidates will perform the following tasks:
- Develop and optimize machine learning models (e.g., classification, regression) using health-related datasets
- Implement RAG systems to retrieve and synthesize relevant nutritional and healthcare information
- Fine-tune and deploy Large Language Models (LLMs)
- Build agent components capable of reasoning and performing nutrition-related tasks
- Collaborate on project planning, including effort estimation and task breakdown
- Contribute to the design and development of healthcare POCs for client
- Assist with model deployment, performance tracking, and continuous improvement
- Work cross-functionally with data scientists, software engineers, and domain experts (e.g., nutritionists)
Requirements
- 2+ years of hands-on experience in AI/ML engineering
- Proficiency with ML frameworks such as PyTorch or TensorFlow, and libraries like scikit-learn
- Practical experience with LLMs and techniques for fine-tuning
- Experience working with vector databases (e.g., FAISS, Weaviate) and information retrieval pipelines
- Understanding of agent-based or agent AI system design
- Strong programming skills in Python, including ML and data processing libraries
- Familiarity with healthcare datasets and relevant privacy/compliance considerations
- Excellent communication skills and a collaborative mindset
Reason to join OmiGroup
Ideal and respectful working environment:
- Work in an environment that meets high standards of employee satisfaction.
- Comfortable working hours: Monday to Friday, flexible check-in (flexible 8 hours/day, standard check-in 8:00 AM - 8:45 AM).
- Flexible remote working policy: 2 days/month, applicable from the probation period.
- Flexible overtime registration policy: remote and offline overtime.
- “Your Times” policy: paid leave of up to 12 days per year and public holidays according to labor laws.
- Open office space with a pantry offering complimentary beverages.
- No dress code: professional yet comfortable attire that respects individual preferences.
Focus on supporting personal development:
- One-on-one mentorship, attentive and dedicated.
- Career development support aligned with a structured career path (advancement towards specialist or management roles) that has been researched and tested over many years.
- Free Japanese and English language courses.
- Opportunities to participate in diverse projects, with team sizes ranging from 10 to 150 members.
- Strict software development processes according to models such as Agile, Scrum, and Waterfall.
- Opportunities for advancement to management positions such as Team Leader or Tech Lead.
Special care for employees:
- Competitive salary that is attractive in the market.
- Performance bonuses awarded twice a year, along with holiday bonuses and a 13th-month salary.
- Salary reviews/promotions twice a year.
- Full reimbursement of IT certification exam fees as per company policy.
- Special policies for female employees: paid leave of 1 hour/day after giving birth for mothers with children under 12 months.
- Free premium health insurance dedicated to Omizen Care.
- Free personal health care medicine cabinet at the office.
- Annual health check-ups at top clinics and hospitals in Vietnam, along with social insurance policies as per state regulations.
- Participation in clubs to enhance physical fitness and spirit: football club, badminton club, table tennis club, etc.
- Annual vacations and quarterly/yearly team-building activities.
Work Location: 789 Tower, 147 Hoàng Quốc Việt Street, Nghĩa Đô Ward, Cầu Giấy District, Hanoi.