4 months ago
Sŏngnam, Korea, SouthEntry Level / Mid Level
Responsibilities
- Design STT acoustic and language models and build speech databases.
- Design wake word detection models and build speech databases.
- Develop batch and streaming speech applications for server and on-device environments using Linux and Android.
- Develop and optimize hardware-efficient models for deployment on edge devices.
Requirements
- At least two years of relevant experience; new graduates with a master’s degree may apply.
- Foundational knowledge of speech signal processing.
- Research experience applying recent machine-learning or artificial-intelligence methods to STT or wake word detection.
- Ability to develop applications for on-device or edge devices using Linux and Android.
- Programming ability in C, C++, Python, shell, or comparable languages to propose original technologies and solve problems.
- Ability to use open-source deep-learning frameworks such as PyTorch, TensorFlow, Keras, or Caffe.
- Understanding and practical experience with Git is preferred.
- Knowledge of unit testing, static analysis, test automation, and CI/CD is preferred.
- Commercialization or production-service experience developing STT technology is preferred.
- Research experience with self-supervised learning, attention-based encoder-decoder STT, multilingual STT, or speech-recognition language models is preferred.
- Publications in leading journals or conferences and a master’s or doctoral degree in a related field are preferred.
Benefits
- The interview process includes document screening, a video or in-person interview process, and compensation discussion before joining.
- A three-month probationary period may apply.
- National merit and employment-protection beneficiaries and registered people with disabilities receive preference under applicable law.
About 42dot
42dot builds software-defined vehicle and autonomous mobility platforms for automakers and mobility service providers. Its products include AI-driven vehicle software, data-based update services, and core platform components such as API gateways and identity/access management to connect services securely. The privately held company is headquartered in Seongnam-si, Gyeonggi-do, and focuses on transportation and automotive markets.