Associate Director, Generative AI
Gilead Sciences
AWSCloudDockerKubernetes
PhD Research Intern, AI for Climate and Weather Simulation
NVIDIA
internship
Posted on:
Location Type: Hybrid
Location: Santa Clara • California, Washington • 🇺🇸 United States
Visit company websiteSalary
💰 $30 - $94 per hour
Job Level
Entry Level
Tech Stack
PyTorchShell Scripting
About the role
- Propose, research, prototype and test innovative research ideas.
- Publish groundbreaking work at top conferences and journals.
- Collaborate with other research team members, fellow interns, internal product teams, external researchers and be mentored.
- Contribute to technology transfer with engineers around NVIDIA as ideas graduate from research to product.
- Make good use of top-of-the-line NVIDIA GPUs at scale for cutting edge research at the intersection of AI and climate science.
Requirements
- Currently enrolled in at least the 2nd year of a Ph.D. in the geophysical sciences, computer science, applied math/statistics, or related fields.
- Strong research portfolio including one first-author publication that makes good use of AI.
- Proficiency or demonstrable ability to quickly absorb distributed deep learning training frameworks, e.g., PyTorch.
- Strong software engineering skills are necessary; including PyTorch, PyTorch-lightning, and standard methods for shell scripting, software environment management, and high performance parallel GPU computing.
- Experience in scaling algorithms for high computational loads is a plus.
- Experience developing in a changing software environment and ability to drive research projects end-to-end -- including the messy parts – are a plus.
- Expertise in climate domain science, nonlinear physics, or deep familiarity with associated synthetic and/or observational datasets and/or physical simulation systems are a plus.
- Excellent communication skills.
Benefits
- Intern benefits 📊 Resume Score Upload your resume to see if it passes auto-rejection tools used by recruiters Check Resume Score
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
distributed deep learningPyTorchPyTorch-lightningshell scriptingsoftware environment managementhigh performance parallel GPU computingalgorithm scalingsoftware developmentresearch prototypingtechnology transfer
Soft skills
collaborationcommunicationresearch project managementmentorshipinnovationproblem-solvingadaptabilityteamworkcreativitycritical thinking
