Luminary ยท 3 months ago
AI/ML Scientist
San Mateo, CA
Full-time
Onsite
Senior Level
5+ years expLuminary Cloud is transforming how the world's most innovative companies generate vast amounts of CFD simulation data for Physics AI. The AI/ML Scientist role involves developing and productizing machine learning approaches for physics-based simulation problems, translating research concepts into production-ready capabilities, and collaborating with cross-functional teams to deliver innovative ML solutions.
Hospitality
Responsibilities
Develop and productize novel machine learning approaches for physics-based simulation problems including CFD, structural analysis, and thermal simulation
Deliver measurable value by addressing customer pain points in engineering simulation through innovative ML solutions
Work with vast amounts of heterogeneous data from physics-based models to extract insights and build predictive capabilities
Translate research concepts into production-ready capabilities that enable new product features and customer value
Collaborate with cross-functional teams focusing on customer-centric problem solving, balancing research innovation with practical implementation
Deploy machine learning models in production environments using frameworks like PyTorch, TensorFlow, or JAX
Initiate, develop, and conclude complex projects with clear business impact and measurable outcomes
Write production-level code with velocity while maintaining scientific rigor and reproducibility
Qualification
Required
Ph.D. in Computer Science, Statistics, Applied Mathematics, Computational Physics, Aerospace/Mechanical Engineering, or related disciplines
Ideally 5+ years of industry experience delivering ML-based systems with a track record of successful deployment
Demonstrated experience solving real customer problems through machine learning solutions
Strong programming skills in Python required, with additional experience in C/C++ or Go preferred
Experience with ML frameworks including PyTorch, TensorFlow, or JAX, and deploying models in production environments
Proven ability to work with large-scale, heterogeneous datasets from complex engineering systems
Evidence of customer-focused thinking and ability to translate technical capabilities into business value
Strong project management skills with ability to drive complex technical projects to completion
Company
Luminary
Luminary Travel creates bespoke, personalized travel experiences that reflect our clients' aspirations, desires, and values.
2-10 employees
H1B Sponsorship
Luminary has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (1)
Funding
Current Stage
Early StageLeadership Team
Eric Grayson
Founder and CEO
Jason Kringstein
Partner, Board Member
Company data provided by crunchbase