Kinh nghiệm với kiến trúc Deep Learning như CTC, Transducer
Thành thạo framework phát triển AI/ML như PyTorch và Hugging Face
Trách nhiệm
Lãnh đạo và quản lý đội R&D cho các dự án xử lý giọng nói
Phân tích yêu cầu khách hàng và chuyển thành bài toán R&D và giải pháp kỹ thuật
Phát triển ASR: xây dựng và tùy chỉnh acoustic model, language model, lexicon và decoder
Nghiên cứu deep learning (CTC, Transducer); đóng góp khử nhiễu và nhận diện người nói
Có thì tốt
Kinh nghiệm về lọc nhiễu và nâng cao chất lượng giọng nói
Kinh nghiệm về nhận dạng và xác thực người nói
Kinh nghiệm về phân đoạn và tách nguồn tiếng nói
Lương và phúc lợi
Bảo hiểm xã hội và bảo hiểm y tế theo luật lao động
Gói bảo hiểm FPT Premium Care
Gói hỗ trợ học tập cho con của công đoàn FCI
Tài trợ các khóa học và chứng chỉ liên quan
Tóm tắt bằng AI từ JD gốc, đọc JD gốc trước khi ứng tuyển.
About FPT Smart Cloud
FPT Smart Cloud (FCI) – a member of FPT Corporation, pioneers AI & Cloud solutions in Vietnam. FCI was founded with the mission to generating an immense leap in productivity and agility in business operations.
FPT Smart Cloud aims at leading the industry by focusing on building a firm technological foundation, developing diversified ecosystem products, and reaching global connectivity.
Customized to specific needs: Providing cloud-based products and solutions customized to each industry.
All-in-one Platform: Consolidating FPT Smart Cloud technology and diverse business solutions all in one platform. AI & Cloud services are a Unify eco-system.
Local market leadership: Outstanding Cloud and AI technology infrastructure and platform to help local businesses grow their products and services online.
Deliver the future: Help customers achieve business outcomes faster by integrating world-class processes and technology.
Key Responsibilities
Lead and manage the Research & Development (R&D) team for speech processing projects.
Analyze customer requirements and translate them into R&D problems and technical solutions.
Provide technical leadership and hands-on contribution in the research and development of speech processing technologies.
Focus on Automatic Speech Recognition (ASR) development, including:
Building and customizing acoustic models, language models, lexicons, and decoders.
Researching and implementing advanced Deep Learning approaches such as CTC, Transducer, and related architectures.
Contribute to other speech-related domains, including:
Noise reduction and speech enhancement
Speaker recognition and speaker verification
Speaker diarization / speech separation
Requirements
Minimum 3 years of experience working in speech processing or speech AI domains.
Technical Expertise
Proven experience in research and development of Automatic Speech Recognition (ASR) systems.
Strong understanding of the end-to-end pipeline for building and customizing:
Acoustic Models
Language Models
Lexicons
Decoders
Hands-on experience with Deep Learning architectures such as CTC, Transducer, and related models.
Proficient with AI/ML development frameworks and ecosystems including PyTorch and Hugging Face.
Nice to Have
Experience in related speech processing tasks such as:
Noise cancellation / filtering
Speech enhancement
Speaker recognition and verification
Speaker diarization / source separation
Top Benefits
Salary: Competitive, pay according to ability. Negotiation during the interview.
Social insurance and health insurance according to labor laws.
Creative, open-minded working environment that respects individuals
FPT Premium Care package
Activities and culture with FCI and FPT Corporation
