AI Model Developer

2 days ago


kottayam, India beBeeArtificialintelligence Full time

AI Model DeveloperWe are seeking a highly motivated individual to join our team as an AI Model Developer. In this role, you will be responsible for developing and deploying large-scale predictive models that analyze user behavior patterns on OTT platforms.Key Responsibilities:User Behavior Analysis: Develop models to analyze user behavior patterns on OTT platforms and predict their likelihood of leaving, along with plausible reasons behind their behavior.Causal Inference: Build causal inference–based intervention models aimed at retaining users on the platform.Model Development: Contribute to developing and evaluating models (including user engagement foundation model) leveraging pre-trained LLMs.Collaboration: Work closely with other research scientists, engineers, and product teams fostering a collaborative and intellectually stimulating environment.Contribution: Contribute to millions of OTT platform users towards improving their experience by leveraging AI capabilities.Research: Contribute to the research community by sharing insights and participating in external academic workshops and conferences.Requirements:Education: Candidates who have successfully completed Ph.D./Master degree preferably from CS/AI/ML (recommendation, foundational models etc.) academic background.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.Knowledge of working on any cloud platform, preferably AWS, is desirable.Good to Have Skills:PhD candidates with thesis in the area of causal inference is highly preferred.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 (e.g. NeurIPS, ICML, KDD, AAAI, SIGIR, RecSys, WSDM, ICDM, ECML, 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 for Sony brand through ethical and responsible conduct.Sustainability: Fulfil our stakeholder responsibilities through disciplined business practices.We are committed to equal opportunity in all our 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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