
Artificial Intelligence Research Specialist
2 weeks ago
We are seeking a highly skilled AI research consultant to join our team. This is an excellent opportunity for a motivated individual to work on large-scale user engagement predictive models and contribute to the development of cutting-edge AI solutions.
The ideal candidate should have prior experience in deep learning, natural language processing, and strong knowledge of machine learning algorithms and techniques. A good understanding of handling large datasets with SQL and proficiency in Python and popular deep learning frameworks are essential.
- Key Responsibilities:
- Develop and train large-scale predictive models to analyze user behavior patterns and predict their likelihood of leaving the platform.
- Build causal inference-based intervention models to retain users and improve their overall experience.
- Contribute to the development and evaluation of models leveraging pre-trained LLMs.
- Work closely with other research scientists, engineers, and product teams to foster a collaborative environment.
Must-Have Skills:
- Strong background in applied deep learning and machine learning, including conceptual understanding and practical experience.
- 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 Python and one or more popular deep learning frameworks.
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.
Sonys values include: Dreams & Curiosity, Diversity, Integrity & Sincerity, and Sustainability. We are committed to equal opportunity in all our employment practices, policies, and procedures.
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