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AI Research Scientist

SubstrateSan Francisco
On-site Full-time $150K/yr - $275K/yr

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Experience Level

Mid to Senior

Qualifications

ResponsibilitiesIntegrate machine learning methodologies to enhance scientific simulations, modeling, and computational workflows. Design and implement AI-augmented tools for applications in materials science, device physics, or accelerator physics. Establish and maintain internal AI infrastructure to empower research teams across the organization. Mentor and train scientists and engineers on the integration of AI/ML into their research practices. Develop surrogate models, physics-informed neural networks, or generative models to solve scientific challenges. Create data pipelines and frameworks for scientific machine learning that can be utilized by distributed teams. Collaborate with computational physicists and experimental teams to identify impactful AI applications. Set best practices for AI and establish standards for machine learning-augmented R&D. Required QualificationsPhD in Physics, Computer Science, or a related field. Strong foundation in machine learning and its application in scientific research. Experience with scientific computing and simulation tools. Excellent communication and collaboration skills.

About the job

AI Research Scientist

At Substrate, we are tackling a critical technological challenge that impacts the United States. Positioned at the crossroads of advanced manufacturing and innovative physics, our mission is to develop transformative technologies that will revolutionize the semiconductor industry and bolster America's technological dominance. Our team comprises top-tier scientists, engineers, and technical specialists dedicated to pushing the boundaries of technology for the benefit of the nation.

As an AI Research Scientist, you will play a key role in enhancing and accelerating research and development processes by harnessing machine learning techniques for scientific simulations and modeling. You will also focus on establishing internal AI capabilities throughout our organization. This position merges cutting-edge physics with artificial intelligence, requiring hands-on development of AI-enhanced tools that facilitate groundbreaking research. You will also contribute to building the infrastructure and expertise required for our technical teams to effectively use AI in their workflows. Whether you are a physicist who has adopted machine learning or an AI expert with a solid scientific background, you will be instrumental in shaping our approach to utilizing AI to expedite our internal R&D efforts.

About Substrate

Substrate is at the forefront of tackling pivotal technological issues that affect the United States. Our focus on advanced manufacturing and innovative physics aims to reshape the semiconductor industry, ensuring that America retains its competitive edge in technology. We are a collective of distinguished scientists and engineers committed to advancing technology for the greater good.

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