Mô Tả Công Việc
Fine-tune and optimize existing open-source LLMs (e.g., Code LLaMA, StarCoder) for coderelated tasks (completion, explanation, refactoring, bug fixing).Process and manage large-scale, multi-language code datasets (cleaning, deduplication, quality filtering) using distributed frameworks .Implement Retrieval-Augmented Generation (RAG) pipelines with vector databases for code and technical document retrieval.Optimize model inference performance (quantization, distillation, GPU acceleration) for lowlatency serving.Develop APIs/microservices to integrate AI features into IDE extensions (VS Code API, TypeScript).Monitor and evaluate model performance using code-specific metrics .Collaborate with Data Engineers, Product, and DevOps to ensure high-quality data, scalable deployment, and stable production performance.Write clean, maintainable code, manage version control (Git), and document experiments and deployment processes.
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Yêu Cầu Công Việc
MandatoryBachelor's degree in Computer Science, AI, Machine Learning, or related field.2–5 years of experience in AI/ML, with at least 1 year working on LLM or NLP projects.Proficient in Python and deep learning frameworks (TensorFlow or PyTorch).Hands-on experience with Hugging Face Transformers and code-specific LLMs.Familiarity with vector databases and RAG architectures.Experience with Docker, GitLab CI/CD, and cloud ML services (AWS, GCP, or Azure).Understanding of big data processing tools (Spark, Dask, Ray).Good English communication skills and ability to work in cross-functional teams.Nice to have:Experience with TypeScript and VS Code extension development.Familiarity with AST parsing, syntax-aware embeddings, and static code analysis.Knowledge of MLOps tools (MLflow, W&B, Kubeflow).Contributions to open-source AI or coding assistant projects.
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Quyền Lợi
13th-month salary calculated based on actual working time at INNOTECH.PVI Healthcare Insurance for all employeesPVI Healthcare Insurance for familyMoon cake, Tet GiftQuarterly/project kickoff team-building budget.Monthly birthday parties with cake·Laptop and monitor provided for work.Performance bonus plan.Employee referral bonus: 2,000,000 – 10,000,000 VND (depending on level/role).Annual company trips / Football club / Climbing club / Year-end party.Learning and certification support.Value-oriented, international working environment with a flexible culture.