LLM Research

2 months ago

Bengaluru, India Sony Research India Full time

Sony Research India is driving cutting-edge research and development in various locations around the globe, including laboratories in Japan, the United States, Europe, and Asia. We endeavor to create new technology, products, and services while sustaining Sony Group’s diverse businesses in electronics, entertainment, and financial fields. For our research center to blaze a trail in the latest technologies, we seek to foster the growth of a diverse pool of engineering talent and create a technology talent bank to drive research excellence worldwide. Sony Research India (SRI) is offering outstanding career opportunities around frontline technologies such as AI and data analytics.


Key responsibility:

  • You will collaborate with research scientists and other team members on fundamental development activities, engaging in language model training and development tasks for Neural Machine Translation (NMT) projects, particularly for Southeast Asian language translation (Vietnamese, Malay, Bahasa, Thai, Filipino, etc.). Additionally, you will contribute to publication-oriented research activities, including Large Language Model (LLM)-based machine translation, synthetic data generation, and other emerging fields in LLM research.


Work Location:

  • Remote


Duration of the paid internship:

  • The paid internship will be for 6 months starting October first week of 2024
  • 9:00 to 18:00 (Monday to Friday)


Education:

  • Ph.D. or Master from Computer Science background or bachelor with hands-on experience on Natural Language Processing (NLP), LLMs and Python.


Must Have Skills:

  • Strong software development skills
  • Familiar with deep learning/machine learning frameworks, such as Pytorch, HuggingFace Hub, Scikit-Learn, etc.
  • Clear English communication (oral + written)
  • Decent knowledge on the state-of-the-art of NLP, NMT, LLM, and Generative AI


Good to have skills:

  • Passionate about solving hard technical problems through analytical, critical, and creative thinking
  • Prior experience in language model development for Southeast Asian languages
  • Ability to speak one of the major languages in the Southeast Asian area is preferred but not mandatory.
  • Good publication records


Our Values:

  • Dreams & Curiosity: Pioneer the future with dreams and curiosity.
  • Diversity: Pursue the creation of the very best by harnessing diversity and varying viewpoints.
  • Integrity & Sincerity: Earn the trust of the Sony brand through ethical and responsible conduct.
  • Sustainability: Fulfill our stakeholder responsibilities through disciplined business practices.


Sony Research India is committed to equal opportunity in all its employment practices, policies, and procedures and to ensuring that no worker or potential worker will receive less favorable treatment due to any characteristic protected under applicable local laws.

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