AI Data Scientist

7 days ago

Aligarh, Uttar Pradesh, India beBeeMachineLearning Full time ₹ 50,00,000 - ₹ 80,00,000

Job Opportunity at Sony Research India

We drive cutting-edge research and development globally. We create new technology, products, and services while sustaining diverse businesses.

Research and Development Efforts

  • We seek a highly motivated researcher to assist in our efforts on large-scale user engagement predictive models.

Key Responsibilities:

  1. Developing models to analyze user behavior patterns on OTT platforms and predicting their likelihood of leaving along with plausible reasons behind their behavior.
  2. Building causal inference–based intervention models aimed at retaining users on the platform.
  3. Contributing to developing and evaluating models (including user engagement foundation model) leveraging pre-trained LLMs.
  4. Working closely with other researchers, engineers, and product teams fostering a collaborative and intellectually stimulating environment.
  5. Contribute to millions of OTT platform users by improving their experience using AI capabilities.
  6. Contribute to the research community by sharing insights and participating in external academic workshops and conferences.

Requirements:

  • Pursuing or completed masters or bachelor's in computer science or similar background.
  • A strong background in applied deep learning and machine learning both in terms of conceptual understanding as well as practical experience.
  • A good understanding of handling large scale datasets with SQL.
  • Understanding of current state-of-the-art machine learning literature.
  • Prior experience in developing large scale prediction and reasoning models.
  • Strong knowledge and interest in LLMs (fine-tuning training and using LLMs).
  • Proficiency in hands-on with Python and one or more popular deep learning framework.
  • Ability to envision new ideas and proving them through theory and/or experiments.
  • Knowledge of working on any cloud platform preferably AWS is desirable.

Good to Have Skills:

  • 0-1 year of work experience in building and deploying large-scale predictive models in production.
  • 0-1 year of work experience in LLM/NLP projects within a start-up environment.
  • Good publication record with publications in major machine learning conferences.

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 trust for Sony brand through ethical and responsible conduct.
  • Sustainability: Fulfil stakeholder responsibilities through disciplined business practices.

Equal Opportunity Employer:

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 favourable treatment due to any characteristic protected under applicable local laws.

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