Generative AI Model Architect

5 days ago


Hong Kong Island, Hong Kong SAR China Pantheon Lab Limited Full time

We are seeking a skilled Generative AI Developer to join our team at Pantheon Lab Limited.

Job Description

The successful candidate will be responsible for designing and implementing large language models for tasks such as text/content generation, sentiment analysis, and conversational systems.

Key Responsibilities

  • Developing and deploying NLP models, particularly LLMs, 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.

Requirements

  • 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 Us

Pantheon Lab Limited is a 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.

We have successfully expanded our presence in key markets, including Hong Kong SAR, Singapore, Taiwan, and Japan.

Our esteemed clientele comprises Fortune 500 companies and government-related facilities, underscoring our commitment to excellence and innovation.



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