Data Scientist

Data Scientist

Experience: 4+

Akaike Technologies

Key Responsibilities

• Design, prototype, and refine deep learning models for text-to-video and image-to-video generation using generative AI (e.g., diffusion models, transformers, temporal GANs)
• Work with lead data scientist on ongoing challenges to define use cases, set priorities, and bring production-grade AI systems to life 
• Develop robust pipelines for dataset curation, preprocessing, training, and model evaluation, including automated visual, temporal, and semantic quality metrics
• Stay ahead of the curve in the fast-moving GenAI space; guide strategy, share insights internally, and represent the team in technical forums as needed
• Take ownership of works involved in and should be proactive in any communication
• Involve in experimentation SOTA models to achieve greater outcome for JHS as a platform.

Must Have Technical Skill

• Deep expertise in Transformer-based architectures (e.g., BERT, GPT, T5, ViT). The ideal candidate has strong theoretical understanding and hands-on experience building, training, optimizing, and deploying transformer models for real-world applications.
• Strong understanding and hands-on experience with LLMs, including fine-tuning, prompt engineering, and evaluating foundation models for multimodal generative applications.
• Proven experience with deep learning architectures for generative tasks, including diffusion models, transformers, and GANs.
• Solid grasp of computer vision, natural language processing, and multimodal learning concepts.
• Experience in training large-scale models, transfer learning, and fine-tuning custom datasets.
• Proficiency in Python, SQL, and deep learning frameworks such as TensorFlow and PyTorch.
• Strong first-principles thinking to translate business challenges into solvable scientific problems.

Must Have Soft Skills

• Effective communication skills to articulate complex technical details and collaborate across teams.
• Proactive ownership and problem-solving mindset to independently drive tasks forward.

Benefits and Perks