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LLM Intern

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:

  • Collaborate with research scientists and other team members on fundamental development activities daily. Engage in Large Language Model (LLM) finetuning tasks for Neural Machine Translation (NMT) projects. Additionally, contribute to related research areas within the project, including the development of automatic translation systems for Indian languages, middle-eastern languages, model optimization, 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:

  • Pytorch
  • Deep Learning/Machine Learning frameworks: Pytorch, Tensorflow, scikit-learn
  • Natural Language Processing
  • Knowledge of the state-of-the-art in LLM: Foundation Models, Neural Machine Translation
  • Knowledge of generative AI models


Good to have skills:

  • Expertise in Pytorch.
  • Prior experience in the development of the Indian language NMT.
  • Strong mathematical understanding of ML concepts
  • Papers in top conferences like ICML, NeurIPS, AAAI etc.


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.