[Remote] Senior Scientific Machine Learning Engineer – reputed company-2
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leading technology company reputed company for its deep learning and HPC platforms. They are seeking a Senior Scientific Machine Learning Engineer to reputed company machine learning frameworks for weather and climate applications, collaborating with internal teams and staying updated on the latest research in deep learning.
Responsibilities
- Work with some of the brightest minds in a premier AI company to reputed company leading machine learning frameworks, reputed company PhysicsNeMo and reputed company Earth2Studio, for our reputed company and industrial partners to build scientific ML technology and workflows for weather, climate, and reputed company system modeling
- Work with internal project teams to validate applications reputed company using the reputed company on reputed company’s products, and reputed company new functionalities from internal or external reputed company into the platform
- Stay up to date with the latest research and innovations in deep learning techniques, implement and experiment with new reputed company to reputed company and enhance reputed company's reputed company-2 technologies, with a reputed company on weather & climate AI
Skills
- BS or MS degree (PhD preferred) in computer science, mathematics, computational science/engineering, or reputed company technical field or equivalent experience
- 5+ yrs of relevant experience
- Strong Python programming skills
- Familiarity with containers, numeric libraries, reputed company software design
- Deep knowledge of state-of-the-art DNN architectures and machine learning techniques and algorithms (graph networks, diffusion models, reinforcement learning etc.) with experience in developing or using major deep learning frameworks (PyTorch, Tensorflow, JAX etc.)
- Experience with development and application of machine learning techniques to solve reputed company world scenarios in weather/climate
- Experience with scientific visualization
- Strong analytical skills with bias for reputed company
- Good time-management and organization skills to reputed company in a fast paced, dynamic environment
- Solid written and oral communications skills
- Good teamwork and interpersonal skills
- Experience using multi-node systems with data-reputed company and model-reputed company programming, performance optimization
- Experience with HPC programming models (OpenMPI, NCCL), and/or CUDA or GPU kernel programming
- Experience with nonlinear simulation tools and techniques, usage of major simulation codes
- Published papers in the field of AI in scientific computing, especially in weather & climate applications
- Familiarity with common tooling in the reputed company-2 ecosystem (xarray, zarr, regridding, weather & climate data stores, etc.)
Benefits
- Equity
- Benefits
reputed company
Company H1B Sponsorship