Senior Data Scientist
1 month ago
Overview :
As a Senior Data Scientist, you will be responsible for the development of advanced AI models, particularly in Generative AI, leveraging OpenAI technologies and Azure cloud services.
A minimum of 5 years of experience into the field of AI, with a total of 5 years of professional experience.
Job Description :
- Design, develop, and implement generative models, including GANs VAEs and other generative AI techniques.
- Utilize OpenAI's GPT-3 or other models for creative content generation, natural language processing, and other applications, while ensuring compliance with OpenAI's guidelines and regulations.
- Utilize Azure cloud services for data storage, compute resources, and deploying machine learning models, maintaining best practices for scalability and security.
- Creation of synthetic data, text, images, or other content using generative models for data augmentation, content generation, or simulations.
- Oversee data cleaning, preprocessing, and manipulation to ensure data quality and compatibility with
generative models.
- Training and fine-tuning of generative models, optimizing their performance and addressing issues like mode collapse and convergence.
- Assess the performance of generative models using appropriate evaluation metrics and techniques.
- Apply advanced deep learning techniques and NLP (Natural Language Processing) for solving complex
problems and generating content.
- Collaborate with cross-functional teams to integrate generative models into various applications and
solutions, ensuring seamless operation on the Azure cloud platform.
Educational Qualifications : Bachelor's/Master's
Skills & Requirements :
- Designing, implementing, and fine-tuning generative models, including GANs, VAEs, and other variants OpenAI technologies, GPT-3,Azure Cloud Services Virtual machines
- Machine Learning, Python, TensorFlow or PyTorch, AI applications, OpenAI integrations, Azure-based solutions
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