Company Description
AI lab is a service provider of AI-driven products and solutions for various industries. We are dedicated to leveraging cutting-edge technologies to enhance business operations and deliver innovative solutions to our clients.
Job Description
- Solution development: Translate high-level requirements into detailed subproblems, crafting comprehensive solutions that address the overall problem. These solutions may extend beyond machine learning, provided they effectively resolve the issues.
- Machine Learning model development: Own the process of model development and fine-tuning for downstream tasks, including model architecture design, optimization techniques, and especially data crawling and cleaning.
- Model Deployment: Deploy ML models (or participate in the deployment process) across various environments, including cloud, on-premises, mobile, and edge devices.
- Work closely with Project Managers on both external and internal tasks.
- Stay fresh and update your and team's knowledge on state-of-the-arts AI methodologies and apply them to projects.
Qualifications
- Bachelor's, Master's or PhD degree in Computer Science, Data Science, Machine Learning, or a related field, or equivalent working experience.
- 3+ years of experience in software development, particularly in machine learning-related projects.
- Knowledge in Generative AI, including Large Language Models (LLMs) and diffusion models.
- Proficiency in Python.
- Extensive experience with API development using frameworks such as Flask, Django, and FastAPI.
- Experience with asynchronous programming and tools like asyncio and Celery.
- Proficiency with API documentation tools such as Swagger (OpenAPI) and Postman.
- Experience with MLOps and integrating machine learning models with APIs.
- Hands-on experience with databases, including SQL, NoSQL, vector databases and features stores.
- Working knowledge of containerisation technologies like Docker and Kubernetes.
- Experience with cloud platforms like AWS, Azure, and GCP.
- Good professional English communication skill.
Preferred Qualifications:
- Experience in team leadership.
- Proficiency with machine learning frameworks such as PyTorch, NumPy, Pandas, and LangChain.
- Familiarity with CI/CD pipelines and tools such as Jenkins, GitLab CI, or GitHub Actions.
- Experience with deploying ML models to edge devices, mobile devices.
- Experience in frontend development.
- Experience with DataBricks.
- Familiarity with computing cluster management tools such as SLURM.
- Experience in research (yes we encourage it) and publishing to scientific conferences.
Additional Information
Benefits:
- 20 annual leave days alongside Vietnamese public holidays
- Competitive Salary & Bonus
- Free Kindergarten for staff's kids
- Lunch Allowance
- Two-day weekend: Sat and Sun
- Premium Health Care PVI
- Yearly career/ performance evolution
- A flat organization (respect, teamwork, flexibility, transparency)
- 13th salary bonus/ competitive salary
- Cutting-edge technologies/ Scrum methodology/ Agile development
- Udemy/ LeAcademy/ English training course
- Great activities (Team Building, Company Trip, Weekly Happy Friday, )
- Good work environment and good colleague (parties, holidays, team building activities)
- Self-organize project team
- Work with high profile multinational companies
