Company Description
SmartDevis a leadingproviderofglobalsoftwaresolution.SmartDevwas established in 2014and is a wholly owned subsidiary ofVerysell Technologies Group (Switzerland).
SmartDevcombinesrenownedSwiss quality with the Vietnamese passion to provide excellenceand value.SmartDev brings together smart people both internally and externally to create partnerships that push boundaries and challenge the status quo.
SmartDev (https://smartdev.vn/) offers tailor-made mobile apps and websites with the most popular frontend and back-end technologies. We are currently work with about 300 developers and with 2 offices in Danang City and Hanoi Capital.
As part of SmartDev's aggressive growth plan we are looking to expand our development team.
Location:
Hanoi office: Zodiac Building, 19 Duy Tan, Dich Vong Hau, Cau Giay, Hanoi
Da Nang office: Thong tan xa Building, 81 Quang Trung, Hai Chau I, Hai Chau, DN
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:
- Good work environment and good colleague (parties, holidays, team building activities)
- Competitive Salary
- Commission
- Other benefits to be discussed
- 20 annual leave days alongside Vietnamese public holidays
- Self-organize project team
- Work with high profile multinational companies
- PVI Premium Healthcare System
