מציאת משרת הייטק בחברות הטובות ביותר מעולם לא הייתה קלה יותר
Google Field Solution Architect III AI Infrastructure West Google Cloud United States, California, Sunnyvale 684435934
27.01.2025
.
Minimum qualifications:
- Bachelor's degree in Computer Science, Mathematics, a related technical field, or equivalent practical experience.
- 7 years of experience with cloud infrastructure (hardware shapes, sizes, auto-scaling, auto-provisioning, etc.), working with infrastructure as a service, platform as a service, or software as a service.
- Experience with distributed training and optimizing performance versus costs.
- Experience coding in Python, bash scripting, and using OSS frameworks such as TensorFlow, PyTorch, Jax, etc.
- Experience with orchestrators such as Slurm or Kubernetes.
- Experience building and operationalizing machine learning models.
Preferred qualifications:
- Experience training and fine tuning large models (i.e., image, language, segmentation, recommendation, genomics) with accelerators.
- Experience with containerization, K8s, Kubernetes on cloud.
- Experience with running MLPerf benchmarks.
- Experience with performance profiling tools (i.e., Tensorflow profiler, PyTorch profiler, Tensorboard).
- Experience designing/architecting large-scale AI compute clusters.
- Ability to debug distributed training/inferencing code running.
משרות נוספות שיכולות לעניין אותך
