Engineer of AI/Deep-Learning Algorithm (NLP, GenAI, Agent)(陽明交大 2024秋季 Open House)

工作內容

Kneron is currently seeking exceptional talents in the fields of deep learning to join our dynamic engineering team based in Taipei. We are deeply passionate about groundbreaking research that not only pushes the boundaries of technology but also makes a tangible impact in real-world applications. Our areas of focus include, but are not limited to, developing cutting-edge solutions for Personalized AI agents, GenAI, Language and Vision (LLM), Natural Language Processing (NLP), multimodal AI, and Retrieval Augmented Generation (RAG). As a member of our team, you will have the opportunity to collaborate with brilliant minds in an innovative and supportive environment. Kneron is committed to fostering a culture of collaboration and excellence, consistently delivering impactful solutions in the field of deep learning. Join us in shaping the future of AI technology, where your contributions will directly influence the development of our products

工作內容

  1. Research and develop of cutting-edge AI algorithms in GenAI, LLM with RAG, NLP, and      Multi-modality. Innovate and integrate advanced techniques to achieve      unparalleled accuracy and efficiency in real-world applications.
  • Explore a diverse array of topics, ranging from Agent-related tasks such as Personalized AI agents with compassionate empathy through sentiment analysis on audio/video/text, as well as tailoring personal memory, knowledge database, and relation database.
  • Enable the communication with both people and agents through speech-related technologies such as Translation, Speech to text (STT), Text to speech (TTS), Noise cancellation, Speaker verification, Speaker diarization, and Meeting summarization. 
  • Continuously optimize algorithms and architectures for efficient and lightweight performance, with a strong emphasis on hardware-oriented frameworks.
  1. Build and maintain the infrastructure for      training and deploying models, including data pipelines, experiment      management platforms, and visualization tools.
  • Engage in problem formulation, benchmarking, dataset analysis/collection, designing, and fine-tuning models to meet required accuracy and speed.
  • Integration model components with the product stack

需求條件

  1. Possess an MS in Computer Science, Electrical Engineering, or a related technical field in Artificial Intelligence/Machine Learning with 3+ years of deep learning experience.
  2. Proficient in Python, PyTorch, Git, Docker, and Linux environment.
  3. Demonstrated excellence in academic record and/or engineering output through side projects, internships, research projects, or full-time jobs.
  4. Ability  and enthusiasm to work in a dynamic, early-stage company environment.
  5. Open-minded, self-motivated individual who thrives in an OKR (Objective and Key  Results) setting, adaptable, and always ready for change.

Prefer 條件

  1. Demonstrated creativity and effective communication skills.
  2. Possess Over 3 years of software engineering experience in academic or industrial      settings.
  3. Exhibit a comprehensive understanding of deep learning concepts, state-of-the-art      computer vision & NLP research, transformer architecture.
  4. Have a strong foundation in computer science, with expertise in data structures, algorithms, and software design.
  1. Demonstrate a track record of research excellence with your work published in top conferences and journals such as NeurIPS, ICML, ICLR, CVPR, PAMI, etc., and other research artifacts such as software projects. 

工作地點

Taipei: 114台北市內湖區南京東路六段386號12樓之1(台北企業總部園區) 

聯絡

If interested, please send your resume to:career-tw@kneron.us