דרושים ML Test Engineer בתל אביב

ML Test Engineer

Role Description

• Deploy models under various workloads (open-source, customer-provided, in-house) on dedicated hardware platforms, with emphasis on NLP, computer vision, and LLM workloads.
• Conduct detailed benchmarking and comparative analysis of workloads on dedicated acceleration platforms as well as other inference acceleration platforms.
• Work closely with core members of the AI/ML teams to define test procedures, conduct experiments, collect, and analyze data.
• Automate testing pipelines using Python, Bash, and Jenkins as part of CI/CD workflows.
• Investigate and resolve hardware/software integration issues, analyze logs, run experiments, identify bottlenecks, and systematically improve performance.
• Write clear, concise, and insightful performance analysis and comparison reports.

Who is this role for?

This role is particularly suited for candidates with a strong Python development background, capable of writing high-quality code and building automation and testing infrastructure,

as well as for those with curiosity, investigative and analytical skills, and a passion for working at the forefront of AI and hardware technologies.

We’re looking for people who thrive at the intersection of software and hardware - able to write complex scripts while also understanding how the model and code impact the hardware’s real-world performance.

Required Skills & Experience

• Experience working in a Linux environment.
• Python development.
• Writing and maintaining scripts to automate testing and benchmarking processes (Python & Bash).
• Building, managing, and running hardware-tailored containers with Docker.
• Experience troubleshooting hardware/software integration issues.
• Ability to write clear and accurate reports.
• Familiarity with CI/CD tools (such as Jenkins) and the ability to maintain automated pipelines.

Location - Tel Aviv