27 Aug
|
Qualcomm
|
Bengaluru
27 Aug
Qualcomm
Bengaluru
Company:
Qualcomm India Private Limited
Job Area:
Engineering Group, Engineering Group > Systems Engineering
General Summary:
Job Title: AI/ML performance engineer
Experience: 1-2 years
Role Overview
We are seeking a AI/ML Performance Engineer to drive performance analysis, optimization, and validation of AI workloads across Neural Processing Units (NPU),and GPUs in complex SoC platforms with a robust background in the field of deep learning (DL) to validate the performance of state-of-the-art low-level perception (LLP) as well as end-to-end AD models. The role focuses on AI/ML inference performance, latency, throughput, power efficiency, and system‑level integration, working closely with architecture, compiler, runtime, and framework teams. This position requires deep understanding of AI accelerator micro‑architecture, ML models, and end‑to‑end software stacks spanning drivers, runtimes, compilers, and frameworks.
Strong communication and interpersonal skills are required, and the candidate must be able to work effectively with various horizontal AI teams.
Minimum Qualifications:
Bachelor's degree in Computer Science Engineering, Information Systems, or related field and 1+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
Skills:
Good at software development with exposure to AI coding tools and excellent analytical, development, and problem-solving skills.
Experience in embedded software (Linux,Android,RTOS)
Experience in system performance domain with focus on neural accelerators and GPU
Knowledge on CPU, NPU,GPU, NOC , DDR architecture
Robust understanding of Machine Learning fundamentals
Knowledge in neural network quantization, compression, pruning algorithms, deep learning kernel/compiler optimization
Strong communication skills
Principal Duties And Responsibilities:
Analyze and optimize AI/ML workload performance on NSP, NPU, and GPU across single and multi‑accelerator systems.
Identify bott
📌 Associate Engineer (Bengaluru)
🏢 Qualcomm
📍 Bengaluru