Company Description
VinSmart Future (VSF) is the leading technology company within the Vingroup Corporation, formed by the merger of the group's entire technology ecosystem, including VinApp, VinIT, VinBigdata, and other tech units. As a core driver of Vingroup's future growth, VSF is at the forefront of technological development, with artificial intelligence (AI) as its foundation. With a talented team of nearly 4,000 local and international technology experts, VSF focuses on creating high-utility technologies that enhance lives and connect data, models, and infrastructure to unlock new possibilities.
Job Description
- Design, build, and train deep learning models for Language (NLP/LLM), Computer Vision, and Image problems.
- Lead the end-to-end model lifecycle: data processing, model building, optimization, deployment, and monitoring.
- Work directly with stakeholders/product teams to clarify problems and propose optimal modeling solutions.
- Collaborate with MLOps, data engineers, and backend engineers to ship models to production and ensure output quality.
- Design and run experiments, evaluate model performance via offline/online metrics, and iterate continuously.
- Apply state-of-the-art techniques in LLM (fine-tuning, RAG, prompt engineering), CV, and generative models suited to each problem.
- Ensure model quality, reliability, and scalability in production operation.
- Document and clearly communicate model design decisions and technical tradeoffs to the team. Explore and apply model distillation and Mobile SDK conversion techniques when the project requires it (nice to have).
Qualifications / Experience Requirements
- Bachelor's or Master's degree in IT, Computer Science, Mathematics/Statistics, or equivalent.
- 5+ years of hands-on experience building, optimizing, and deploying deep learning models for Language, Vision, or Image problems into production.
- Proficient with deep learning frameworks (PyTorch, TensorFlow) and common data-processing libraries (numpy, pandas, scikit-learn).
- Hands-on experience with Large Language Models (LLMs): fine-tuning, prompt engineering, and RAG systems.
- Experience in computer vision applications and/or image-generation models.
- Understanding of model versioning, monitoring, and CI/CD within an MLOps workflow.
- Experience with containerization (Docker, Kubernetes) and cloud platforms (AWS, Azure, GCP).
- Able to provide technical guidance to junior engineers and make system-level decisions.
- Experience with model distillation/compression is deployed in production.
- Experience converting and deploying models to edge/mobile devices via a Mobile SDK (TensorFlow Lite, Core ML, ONNX Runtime, etc.).
Benefits
- Flexible working hours and attendance policy (Work from Home on working Saturdays).
- Attractive compensation and bonus packages, highly competitive in the market.
- Exclusive employee benefits across the Group's ecosystem in accordance with company policies.
- Opportunity to work on large-scale and strategic technology projects.
- Professional technology environment with leading scientists, experts, and engineers from top technology companies in Vietnam and around the world.
- Free access to learning platforms such as Udemy, Coursera, and O'Reilly; internal workshops; sponsorship for professional certifications; and exclusive mentoring programs from the Group and Company leadership team.
- Full statutory insurance coverage in accordance with Vietnamese Labor Law (Social Insurance, Health Insurance, Unemployment Insurance), along with private healthcare insurance based on job grade and annual health check-ups at reputable hospitals and healthcare centers nationwide.
- Participation in internal activities, team-building programs, and annual company events.
Location: Vincom Dong Khoi, District 1, HCMC.
