Generative AI Developer

2 weeks ago


Hong Kong, Central and Western District, Hong Kong SAR China Pantheon Lab Limited Full time

On-site Full Time Permanent 2 - 5 Year Associate

Skills:

Responsibilities

  • Build large-scale end-to-end machine learning systems for APAC projects and company products related to Digital Humans and Gen AI solutions.
  • Partner with cross-functional AI, software development, and PMO teams to understand business needs and integrate language models into real-world applications.
  • Design and implement large language models for tasks such as text/ content generation, sentiment analysis, conversational systems etc.
  • Ensure successful deployment of models in production environments and monitor their performance for ongoing optimization.
  • Manage and preprocess large datasets to train and evaluate LLMs effectively.
  • Create and maintain thorough documentation of models, methodologies, and codebases.
  • Fine-tune models for improved accuracy and efficiency, ensuring scalability for production use.
  • Explore and prototype new algorithms and techniques to enhance language models.
  • Keep 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.

Application Process

Interested candidates should press APPLY or send your resume to

All personal data is collected for recruitment purposes only.

Additional Information Job Level

Associate

Publish Date

16/02/2025

Job Ref. No.

N/A

Information Technology

Job Function

Product Development / Product Management

Production / Programming

Research & Development (R&D)

Company Overview

Pantheon Lab is a Generative AI company specializing in digital human technologies and advanced digital assistant solutions. Since our inception in 2019, we have been dedicated to building an evolving AI ecosystem powered by deep learning. 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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