JD基本信息
岗位职责
主要职责/Your Responsibilities :
As an Algorithm Engineer, you will play a role in maintaining and enhancing our ASR systems, exploring cutting-edge language model algorithms, and optionally contributing to our visual algorithm projects. You will be working closely with a team of talented engineers and researchers to push the boundaries of what's possible in speech and language technology.
Responsibilities:
Maintenance of Traditional ASR Algorithms:
Develop and maintain ASR algorithms using state-of-the-art tools like Kaldi, Wenet, LM, and FST.
Continuously improve the performance and accuracy of our ASR systems.
Troubleshoot and resolve technical issues related to ASR.
Expertise in Large Language Mode Algorithms or Multimodal Large Language Model Algorithms:
Stay abreast of the latest developments in LLM/MLLM and their applications.
Implement and optimize language models to enhance our products and services.
Knowledge of Visual Algorithms (Desired):
Understand and apply visual algorithms, such as gesture recognition and eye-tracking technologies.
Contribute to the development of multimodal systems that integrate both speech and visual data.
Work on research projects that combine ASR with computer vision to create innovative solutions.
任职要求
岗位要求/Required Qualification:
Full-time bachelor's degree or above in communication engineering, software/computer engineering, computer science or equivalent.
Master's degree or Ph.D. in Computer Science, Electrical Engineering, or a related field.
Experience of AI software development
Technical / Professional skills:
Strong background in algorithms, machine learning, and signal processing.
5+ years of experience in algorithm development, with a focus on ASR or related fields. 2+ years of experience in LLM/MLLM. (such as InternVL, Qwen VL)
Familiar the DNN technology of CV to handle image semantic segmentation, object detection, classification ,such as Yolo object detection,HRNet, ResNet,ViT, and etc.
Hands-on experience with Kaldi, Wenet, and other ASR toolkits.
Proficiency in programming languages such as Python, C++, and experience with machine learning frameworks (e.g., TensorFlow, PyTorch). Proficiency in computer vision libraries such as OpenCV, OpenGL.
Deep understanding of ASR pipelines and components, including feature extraction, acoustic modeling, and language modeling.
Familiarity with large language models and their training, deployment, and optimization.
Excellent problem-solving skills and the ability to work independently as well as in a team.
Strong communication skills and the ability to explain complex technical concepts to non-technical stakeholders.
Preferred Skills:
Experience in LLM and vehicle related use cases .
Experience in software development on LLM model training and fine tuning.
Personal Attributes:
Innovative and creative thinker.
Strong personal organization and time management skills.
Enthusiastic and passionate about Software Development.
工作城市:
合肥,招聘1人,详细地址:安徽省合肥市经济技术开发区珠江路3463号