Digital Human Development Expert
3 days ago
We are seeking an experienced Digital Human Development Expert to join our team at Pantheon Lab Limited.
Job Overview
The successful candidate will be responsible for developing and deploying NLP models, particularly LLMs, for APAC projects and company products related to Digital Humans and Gen AI solutions.
Main Responsibilities
- Building large-scale end-to-end machine learning systems for APAC projects and company products related to Digital Humans and Gen AI solutions.
- Partnering with cross-functional AI, software development, and PMO teams to understand business needs and integrate language models into real-world applications.
- Designing and implementing large language models for tasks such as text/content generation, sentiment analysis, and conversational systems.
- Ensuring successful deployment of models in production environments and monitoring their performance for ongoing optimization.
- Managing and preprocessing large datasets to train and evaluate LLMs effectively.
- Creating and maintaining thorough documentation of models, methodologies, and codebases.
- Fine-tuning models for improved accuracy and efficiency, ensuring scalability for production use.
- Exploring and prototyping new algorithms and techniques to enhance language models.
- Staying up-to-date with the latest advancements in LLMs and NLP to drive innovation.
Required Skills and Qualifications
- Bachelor's degree or above in Computer Science, AI, Data Science, or a related field.
- At least 3 years of experience in developing and deploying NLP models, particularly LLMs.
- Solid experience in facilitating the creation of engaging narratives, automated content generation, and chatbots.
- Proficiency in Python and experience with frameworks like TensorFlow or PyTorch.
- Familiarity with NLP libraries.
- Understanding of cloud services for model deployment and scaling. Experience in off-line or on-premises solution is a PLUS.
- Strong grasp of transformer architectures and NLP techniques.
- Excellent analytical and critical thinking skills.
- Experience with optimization techniques for large-scale language models.
- Understanding of ethical AI practices and bias mitigation strategies.
- Proficient in English, Cantonese and Chinese.
- Good understanding of deep generative models such as autoregressive models, GANs, VAEs, or flow-based models is a big plus.
About Our Company
Pantheon Lab Limited is a leading Generative AI company specializing in digital human technologies and advanced digital assistant solutions.
Our mission is to innovate and develop hyper-realistic digital humans that enrich real-world interactions.
We envision a future where these digital entities seamlessly integrate into daily life, revolutionizing the way we connect with technology.
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