Data Science Specialist - Generative AI

Job Description :

We are looking for an experienced Data Science Specialist with a strong background in Cheminformatics and hands-on experience in designing and developing AI models.

The ideal candidate will have a solid understanding of data science principles and domain-specific knowledge in cheminformatics, particularly in CADD and AIDD.

Responsibilities :

• Design and develop AI models with a strong understanding of non-functional requirements.
• Implement robust and scalable AI solutions in the following areas :
• Model Development : Develop and fine-tune generative AI models for various applications, ensuring efficiency and high-quality outputs.
• Data Processing : Design and manage data pipelines for training and deploying AI models, including data collection, cleaning, and preprocessing.
• Algorithm Optimization : Analyze and optimize AI algorithms for performance, including tasks like hyperparameter tuning, model compression, and implementing advanced optimization techniques.
• Prompt Engineering : Design and optimize prompts for generative AI models to improve performance and output quality, experimenting with different prompt structures and techniques.
• Security Measures : Implement security measures to protect sensitive data and AI models, including data encryption, access control, and ensuring compliance with data privacy regulations.
• CADD and AI-driven Drug Discovery :
• Utilize CADD techniques such as molecular docking, virtual screening, and quantitative structure-activity relationship (QSAR) modelling.
• Apply AI-driven approaches for target identification, hit identification, ADMET prediction, lead optimization, and drug repositioning.
• Maintain and improve existing AI models and pipelines.
• Collaborate with cross-functional teams to define, design, and deploy new AI features using Azure DevOps for CI / CD pipeline.
• Write unit tests and use debugging tools to ensure the robustness and reliability of AI models.
• Work on bug fixing and improving AI model performance.

Qualifications :

(ref : hirist.tech)