Job Description:
Designing, analyzing, and optimizing workloads from various sources (open source, customer provided, home-grown) on the company's platforms. The focus is on workloads for NLP, speech, and computer-vision.
Benchmarking and competitive analysis of workloads on other inference acceleration platforms.
Working directly with customers on new requirements and efficient deployment of their workloads on the company's platform
Identifying missing gaps and new requirements for SW/HW to improve workload performance and efficient deployment.
Location:
Northen Sharon, Tel Aviv - Center
Job Qualifications:
BSc/MSc in Computer Science or Computer Engineering from the accredited university
Hands-on in Python programming and DL frameworks (mainly PyTorch)
Experience in ML engineering and specifically, developing of AI pipelines (composed of pretrained DL models and pre/post processing), data streaming, model zoo handling, and inference serving in production environments.
Company Occupation:
High Tech
Company Size:
Small (0 - 50)