VinDynamics
AI tóm tắt
Skills bắt buộc
ABOUT VINDYNAMICS:
At VinDynamics, we are building a global robotics and AI infrastructure platform — combining humanoid robotics, embodied AI, and large-scale data ecosystems to power the next generation of intelligent machines.
Backed by Vingroup, Vietnam’s leading technology conglomerate, VinDynamics is on a mission to accelerate the adoption of robotics worldwide through advanced AI, scalable platforms, and real-world deployment at global scale.
Our vision is to make robots more accessible, intelligent, and commercially scalable — enabling safer, more productive, and more connected lives across industries and everyday environments.
JOB DESCRIPTION
LLM & Conversational Intelligence
Develop and fine-tune LLMs for humanoid robots, supporting instruction following, dialogue understanding, contextual reasoning, and long-term conversational coherence.
Implement safety alignment strategies, hallucination mitigation, and robust fallback behaviors for LLM-powered agents.
Design evaluation metrics and automated testing pipelines for LLM quality, latency, and robustness.
NLP & Dialogue Systems
Build and integrate NLP pipelines for intent detection, slot filling, summarization, dialogue state tracking, and real-time conversation handling.
Develop and optimize RAG or memory-enhanced architectures for context-aware robot interactions.
Speech Recognition & Synthesis
Develop high-accuracy ASR/STT systems optimized for noisy, real-world environments.
Build expressive, low-latency TTS pipelines optimized for edge devices and real-time interaction.
Improve speech naturalness, clarity, and multilingual adaptability.
Deployment & Optimization
Optimize inference for deployment on embedded platforms (e.g., Jetson AGX Orin), RTX GPUs, or hybrid cloud architectures.
Reduce latency, memory footprint, and power consumption while maintaining model quality.
Prepare and manage datasets (text + speech), including cleaning, augmentation, labeling, and multilingual expansion.
Collaborate closely with Conversation AI, Control, Vision, and Mobile teams to integrate language and speech technologies into the humanoid robot’s cognitive system.
REQUIREMENTS
Relevant Education & Experience
Bachelor’s, Master’s, or PhD in Computer Science, Artificial Intelligence, NLP, Machine Learning, or related fields.
Strong programming skills in Python; hands-on experience with PyTorch or TensorFlow.
Solid understanding of Transformers, attention mechanisms, and modern LLM architectures.
Experience training or fine-tuning large language models (e.g., LLaMA, Qwen, Mistral, GPT-style models).
Hands-on experience with ASR/STT pipelines (e.g., Whisper, NeMo, WeNet, Vosk).
Hands-on experience with TTS frameworks (e.g., FastPitch, Tacotron, Glow-TTS, HiFi-GAN, Bark).
Strong understanding of text preprocessing, tokenization strategies, embeddings, and semantic similarity methods.
Experience deploying NLP/LLM/STT/TTS models in production systems or robotic platforms.
Preferred Qualifications
Experience building conversational agents or Retrieval-Augmented Generation (RAG) pipelines for robotics applications.
Familiarity with dialogue management frameworks (e.g., Rasa, LangGraph, ReAct, or agentic frameworks).
Experience in multilingual speech modeling (Vietnamese + English preferred).
Knowledge of inference optimization techniques, including TensorRT, ONNX, quantization (INT8/FP16), and latency reduction.
Research publications in NLP, LLMs, or Speech Processing.
Understanding of grounding language outputs into robot actions (LLM-to-Control pipelines).
Personality & Attitude
Proactive, responsible, and impact-driven with a business-oriented mindset.
Strong communication skills and ability to collaborate across multidisciplinary teams.
Analytical thinker with strong system-level reasoning skills.
Passionate about building real-world AI systems, not just prototypes.
BENEFITS:
Attractive income, competitive and commensurate with individual capabilities.
13th-month salary, gifts on public holidays and special occasions, and performance-based bonuses.
Meal allowance, annual company trips, health insurance, and exclusive benefits within the Group’s ecosystem.
Clear career development opportunities aligned with the company’s growth, with access to training programs based on capability and job role.
A dynamic and open working environment with diverse cultural and sports activities.
Nguồn: careers VinDynamics
