SW Engineer

5 days ago

CARIAD China Co Ltd Volkswagen Group China Full time CN¥150,000 - CN¥200,000 per year

主要职责/Your Responsibilities :

Job Description:

Responsible for maintaining and developing advanced LLM & NLP algorithms and driving the implementation of applications in the automotive field. The ideal candidate will have a strong algorithmic background, a deep understanding and practical experience with large language models, and the ability to solve complex technical problems in a fast-paced environment.

Responsibilities:

Design, develop, and optimize large language models for use in car infotainment and assistance systems.Maintain and optimize traditional NLP algorithms, including but not limited to domain classification, intent recognition, slot filling, and dialogue management design.Keep track of the latest NLP technologies and industry trends, applying cutting-edge technologies to product development.Collaborate with cross-functional teams to ensure effective integration of algorithms and optimization of product performance.Write technical documentation and provide training and guidance to team members.

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 NLP algorithm development experience or 3+ year experience in developing and deploying large language models.Familiarity with algorithms and applications related to large language models, including but not limited to Agent, RAG, etc.Familiarly with algorithms around Statistic machine learning technology of traditional ML technology such as Logistic regression, SVM, assembling learning and spatial temporal analysis.Also strong skill on traditional NLP technology such as LSTM, BERT and etc.Excellent programming skills, with proficiency in programming languages such as Python, Java, or C++,Familiarity with neural network frameworks such as OpenCV,pyTorch or tensorflowStrong analytical and problem-solving abilities, capable of working independently as well as collaboratively with a team.A strong curiosity for new technologies and a quick learning ability.

Preferred Skills:

Experience in LLM and vehicle related use cases .Experience in speech system or voice assistant system.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.

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