AI Performance Analyst
The AI Performance Analyst at IBM will be responsible for designing and executing stress workloads for AIU IO cards to ensure performance reliability on IBM Z and LinuxONE systems. The role involves automating measurements, analyzing data to identify bottlenecks, and collaborating with cross-functional hardware and research teams. Candidates must possess 5-10 years of experience in system testing and performance analysis, including proficiency in Python, C/C++, and containerization. This role is based in Bengaluru and focuses on deep optimization of AI hardware stacks.
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Experience
5-10 years
Function
Engineering
Work mode
Onsite, India
Company
Tier 2
What you will work on
The AI Performance Analyst at IBM will be responsible for designing and executing stress workloads for AIU IO cards to ensure performance reliability on IBM Z and LinuxONE systems. The role involves automating measurements, analyzing data to identify bottlenecks, and collaborating with cross-functional hardware and research teams. Candidates must possess 5-10 years of experience in system testing and performance analysis, including proficiency in Python, C/C++, and containerization. This role is based in Bengaluru and focuses on deep optimization of AI hardware stacks.
TAL's take
Strong role at a major global enterprise with clearly defined technical requirements and specific impact on IBM Z systems.
The JD clearly defines the role responsibilities regarding AI accelerator performance, benchmarking, and the required technical stack.
Salaries at IBM
19.2 LPA average
Based on 1,725 Grapevine salary entries for IBM.
Engineering
0 - 2 years | 6A
8 LPA average
Range: 3 - 24 LPA
Engineering
2 - 4 years | 6A
12 LPA average
Range: 5 - 27 LPA
Engineering
4 - 6 years | 6B
21 LPA average
Range: 4 - 95 LPA
Engineering
6 - 8 years | 7A
19 LPA average
Range: 2 - 35 LPA
Must haves
- 5-10 years in performance measurement, analysis, and system testing
- Bachelor's degree in Computer Science or Information Science
- 3+ years of experience with PyTorch, Tensorflow, vLLM
- Proficiency in Python, C/C++, Bash, Ansible, Java
- Hands-on experience with Docker and Podman containers
- Basic Linux administration skills
Tools and skills
Nice to have: cuda, nvidia triton inference server, linux perf, flame graphs.
About the company
IBM is a major global technology company with significant engineering operations, though it is distinct from high-growth Tier-1 unicorns.
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