Staff Applied Scientist
NetApp
Staff Applied Scientist
NetApp
Optimizes cloud infrastructure costs on AWS
CPTO is looking for an Applied Scientist who is passionate about bridging the gap between AI research and large-scale production systems. In this role, you will not just apply off-the-shelf models; you will design, build, and iterate on novel algorithmic solutions to complex, ambiguous business problems.
Key Responsibilities:
Research & Design: Formulate complex business problems into formal mathematical frameworks
Design, experiment with, and evaluate advanced ML models, Deep Learning architectures, and statistical methods
Prototyping to Production: Write clean, maintainable, and scalable code
Own the end-to-end lifecycle of ML models, from data ingestion and training to deployment and post-launch monitoring
Scale & Optimize: Optimize model performance, latency, and resource utilization for high-throughput, low-latency production systems (e.g., distributing training, quantization, or optimizing inference graphs)
Technical Leadership: Stay at the forefront of AI research (LLMs, Retrieval-Augmented Generation (RAG), vector intelligence, multi-modal systems).
Mentor junior engineers and scientists, and foster a data-driven engineering
Spot.io, part of NetApp, helps businesses manage cloud costs and infrastructure on AWS. It uses software that analyzes cloud usage and automates management to lower compute expenses, especially through AWS EC2 spot instances, which offer spare capacity at reduced prices. The product provides deep visibility into cloud spending, an AWS cost optimization calculator for estimating potential savings, and a free action plan tailored to each customer. Revenue comes from selling software licenses and consulting services. Target customers include enterprises using containers and orchestration tools like Kubernetes, EKS, ECS, KOPS, Docker Swarm, and OpenShift. The company aims to reduce cloud compute costs for customers while simplifying cloud operations and improving efficiency.
Explore more opportunities at NetApp