
AI Research Professional
6 hours ago
Sony Research India is driving cutting-edge research and development in various locations around the globe. Our aim is to create new technology, products, and services while sustaining diverse businesses in electronics, entertainment, and financial fields.
We seek a highly motivated research consultant to assist in our research and development efforts on large-scale user engagement predictive models. The ideal candidate should have prior experience in Deep Learning, Natural Language Processing.
Key Responsibilities:
- Developing models to analyze user behavior patterns on OTT platforms and predict their likelihood of leaving along with plausible reasons behind their behavior.
- Building causal inference–based intervention models aimed at retaining users on the platform.
- Contributing to developing and evaluating models (including user engagement foundation model) leveraging pre-trained LLMs.
- Working closely with other research scientists, engineers, and product teams fostering a collaborative and intellectually stimulating environment.
- Contribute to millions of OTT platform users towards improving their experience by leveraging AI capabilities.
- Contribute to the research community by sharing insights and participating in external academic workshops and conferences.
Work Location and Tenure:
- Remote within India
- The annual paid direct contractual tenure is extendable.
Essential Qualifications:
- Pursuing or completed masters or bachelor's in computer science or similar background.
Mandatory Skills & Abilities:
- A strong background in applied deep learning and machine learning both in terms of conceptual understanding as well as practical experience.
- A good understanding on handling large scale datasets with SQL.
- Understanding about current start 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.
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.
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 for Sony brand through ethical and responsible conduct.
- Sustainability: Fulfil 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 favourable treatment due to any characteristic protected under applicable local laws.
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