Data Scientist

Description

Length of Contract: 1 year

Senior Applied Data Scientist – Computer Vision & Generative AI
Location: [Irvine CA, hybrid might be considered] | Job Type: Full-time

Manager's Update:

• Having an exp. with cloud platforms like AWS would be a plus but not a deal braker
• 2D/3D exp. would be a requirement
• Must have exp. with all the Algorithm
• Prior Healthcare/pharma/regulated industry exp. would be a plus
• PhD with Research exp. would work
• Able to lead a project team
• Must have exp. with Computer Vision
• PhD would b preferred
• Min educational qualification: Master's Degree
• Also needs to mentor junior level persons
• Must have exp. with Convolutional Neural Networks (CNNs) and Large Language Models (LLMs)
• Must have GenAI & ML exp.
• Master's degree with 7+ years of exp. is required
• Must have exp. with Python (Pytorch)
• Must have image data exp.
• Having an exp. with MRI would be nice to have
• Exp. with Large vision models (LVM) exp. would be a plus

About the Role:

We are seeking an exceptional Senior Applied Data Scientist specializing in computer vision and image-based data to drive innovation within our pharmaceutical R&D division.

• You will be at the forefront of developing, fine-tuning, and optimizing advanced Computer Vision (CV), Convolutional Neural Networks (CNNs), and Generative AI models to enhance clinical and aesthetic programs.
• This role is a balance of research and practical application, working with emerging AI technologies to create cutting-edge solutions for image analysis in healthcare and life sciences.

What You’ll Do:

• Lead and innovate AI-driven projects involving Computer Vision, Generative AI for images, and Large Language Models (LLMs).
• Develop and fine-tune CNNs, SSM, and other deep learning models to enhance image processing in pharmaceutical applications.
• Research and implement state-of-the-art AI techniques to optimize model accuracy, speed, and robustness.
• Optimize LLM and CV frameworks for efficiency and scalability.
• Develop advanced ensemble models using fine-tuning and prompt engineering techniques.
• Collaborate with cross-functional teams to integrate AI-driven solutions into existing workflows.
• Stay updated with emerging AI trends and apply new methodologies to advance company research.
• Mentor junior team members, fostering a culture of learning and innovation.

Who You Are:

• MSc or PhD in Data Science, Machine Learning, AI, or a related field.
• 7+ years of industry experience in machine learning, computer vision, or related areas.
• Strong expertise in Computer Vision, CNNs, SSM, and Generative AI for images.
• Expert proficiency in Python and familiarity with Postgres databases.
• Experience working in a Linux environment and with cloud platforms like AWS.
• Solid understanding of ML model evaluation, optimization, and deployment.
• Strong analytical and problem-solving skills with a passion for AI-driven solutions.
• Excellent communication and collaboration abilities.
• Demonstrated ability to innovate, solve complex problems, and contribute to AI advancements in pharma.

Bonus Points For:

• Additional experience in LLMs and their applications in AI-driven pipelines.
• Prior work in healthcare, biotech, or pharmaceutical AI applications.
• Experience with multi-modal AI systems integrating text and image processing.