Position Title: Data Scientist III
• paper with code should be the website where they will find all
• Would be working with matrix data
• Any data related experience to skin, body, face related to 2D or 3D
• Lead projects involving Computer vision models, supervised, unsupervised e.g. Generative AI for images
• Part of work will be coding as well
• Will be assigned 5 - 10 projects
• 5 -7 people (data scientist) will be reporting to this person
• Present in font of VP and directors
• Leading data science & machine learning team
• Working on data on imaging side (3d imaging and complicated imaging system)
• Should know how to handle the code and get things ready
• Must have leadership skills
• Will oversee the Data science projects, Participate in meetings
• Expert in computer vision, CNN, SSM, Generative AI for images, extra LLM
• PhD degree in Computer vision, Machine learning, Optical engineering (hardware side) (Vision related)
• Should have worked on structured matrix data
• Work on unstructured image data of body
• if the candidate has any publications, then please share
Top skills
• Understanding of matrixes , linear algebra, able to understand computer vision world
• Machine learning models
• Able to handle computer vision in python
• Excellent coding skills
• Familiarity with AWS
What are the top 3-5 skills, experience or education required for this position:
• Minimum master’s in computer science/data science or related field/ preferred PHD
• Experience Leading AI project from proof of concept all the way to production.
• Expertise in computer vision, and some expertise in NLP
• Familiar with all Computer vision related tools annotation, pytorch, tensorflow, ……
• Experience with Research and ability to write or help in writing publications.
What You’ll Do:
• We are seeking an exceptional Senior Data Scientist with an MSc or PhD in Data Science, Machine Learning, or a related field and a minimum of 5 years of industry experience.
• The ideal candidate will be deeply involved in the ideation, development, testing, and optimization of Computer vision and sometime LLM models and Generative AI for images.
• This role requires a blend of research and practical application, with a focus on optimizing cv models for speed and creativity and exploring current and emerging models in AI.
• You’ll provide models for Allergan aesthetics to support their pipeline of products in the Clincial Study space.
• You’ll be part of a small but innovative and highly motivated R&D team that operates like a startup within a startup to deliver state of the art AI technology to our Creator Products team.
Who You Are:
• Lead projects involving computer vision, Large Language Models and Generative AI for images.
• Innovate and contribute to the ideation of new models and applications.
• Optimize existing LLM and CNN frameworks for enhanced performance and speed.
• Develop advanced ensemble models using fine tuning and prompt engineering to improve performance and reliability
• Take a creative and strategic approach to solve hard problems. Simplify the complex. Bring in fresh ideas from new places.
• Continuously research and stay up-to-date with recent advancements in computer vision models, applying novel techniques and methodologies to improve our models.
• Collaborate with cross-functional teams to integrate AI solutions into our products.
• Mentor junior team members and contribute to a culture of continuous learning.
Qualifications:
• MSc or PhD in Data Science, Machine Learning, or a related field.
• Minimum of 5 years of relevant industry experience as a Data Scientist.
• Strong expertise in Large Language Models and Generative AI for images.
• Proven track record of innovative thinking and problem-solving in AI.
• Expert proficiency in Python and familiarity with Postgres databases.
• Comfortable working in a Linux environment.
• Familiar with Cloud Services including AWS.
• Exceptional analytical and quantitative problem-solving skills.
• Excellent oral and written communication skills and teamwork abilities.
• Highly curious and up-to-date with the latest AI technologies and trends.
• Extensive hands-on experience in training, fine-tuning, and optimizing machine learning models, particularly in the context of LLMs and Generative AI.
• Demonstrated ability to verify and evaluate model performance, ensuring accuracy, efficiency, and robustness.
• We are seeking an exceptional Senior Data Scientist with an MSc or PhD in Data Science, Machine Learning, or a related field and a minimum of 7 years of industry experience
• Strong expertise in computer vision , CNN, SSM, Generative AI for images, extra LLM experience
Preferred:
• PhD is preferred What We Offer:
• A vibrant and intellectually challenging environment
Responsibilities
• This role requires a blend of research and practical application, with a focus on optimizing computer vision models for speed and creativity and exploring current and emerging models in AI
•
Location: Irvine, CA
Posted: Aug. 14, 2024, 2:42 a.m.
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