[ IRC5179 ] Entrepreneur in Residence
Shanghai, China发布时间:4 天前
 

Brief Description:

  • In this role you will be responsible for designing, developing, and optimizing speech and audio recognition and related algorithms for our cutting-edge products. This position demands a deep understanding of machine learning and speech & audio technology, coupled with a strong commitment to innovation and product development to effect short-term and long-term product & business goals.

Responsibilities:

  • Work with marketing and product management to understand key business drivers, challenges, and future opportunities and solidify business plan for the assigned new business launch area;
  • Work as engineer to build and iterate early experiments of new products and business models.
  • Develop and deploy advanced speech recognition (ASR) and audio algorithms, including but not limited to noise reduction, feature extraction, and acoustic modeling;
  • Optimize end-to-end voice interaction systems to achieve industry-leading performance, accuracy, and resource efficiency across various platform;
  • Analyze and enhance efficiency, stability and scalability of system resources to improve algorithm performance;
  • Stay abreast of the latest advancements in speech technology, machine learning and AI;
  • Conduct exploratory research to identify new algorithms, models, and techniques that can enhance our products;
  • Perform rigorous testing and validation of speech algorithms under diverse conditions;
  • Lead projects from concept to deployment, ensuring alignment with business objectives and technical standards and ensure execution to schedule and budget;
  • Work with business development / sales teams to convince potential customers about the value proposition of, source concept of operations and use cases of, the new product;
  • Participate in system architecture and requirement definition, market development and bid support;
  • Participate as a key reviewer in technical reviews and provide technical guidance and mentoring to team;
  • Other tasks when assigned.

Qualifications Required:

  • Bachelor's Degree in Computer Science, Electrical Engineering, or related field;
  • Minimum 5 years’ experience in speech and audio algorithm research and development;
  • Proficiency in Python, PyTorch, C/C++ and/or other relevant programming languages.
  • Proficiency in applying and fine-tuning mainstream ASR/TTR models (e.g., Whisper, SenseVoice, CosyVoice);
  • Hands-on experience with developing real time speech and audio processing software;
  • Strong knowledge of machine learning frameworks;
  • Familiarity with speech processing tools and libraries;
  • Strong Chinese (required) and English (desired) oral and written communication skills
  • Strong interpersonal and collaboration skills, with the ability to work effectively in a team environment;
  • Ability to organize information and make timely and sound decisions;
  • Ability to consistently produce high quality work in a production environment;

Qualifications Desired:

  • Experience with Generative Machine Learning;
  • Experience with multi-model AI systems, combing speech with vision processing;
  • Familiarity with cloud-based AI services and microservices architecture;
  • Patents in speech technology;
  • Demonstrated leadership in advancing the state of the art in a technical specialty;
我们致力于为行业最优秀的人才提供成长、创新的多元文化,以及良好的职业发展机会。
发送你的申请至 recruiting@aviagesystems.com
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