GenAI Systems Evaluation Engineer
5 days ago
Qualcomm AI Research is seeking a talented machine learning algorithm evaluation engineer to enable embedded deep learning. As a member of our team, you will work with world-class engineers to evaluate ML software tools and algorithms to ensure they meet quality standards. You will collaborate with members of the software teams and plan a comprehensive evaluation approach. You will be responsible for developing a deep understanding of the ML algorithms developed in the project. You will apply tools and algorithms on wide variety of use cases, develop best practices, provide detailed analysis, extend research, and identify areas for further optimization.
Key Responsibilities:
Develop and implement evaluation strategies for ML software tools and algorithms. Collaborate with software teams to plan and execute comprehensive evaluation approaches. Develop and maintain a deep understanding of ML algorithms and their applications. Apply tools and algorithms on a wide variety of use cases. Develop best practices and provide detailed analysis. Extend research and identify areas for further optimization. Work with cross-functional teams to ensure quality standards are met. Stay up-to-date with the latest advancements in ML and related technologies.
Requirements:
Bachelor's degree in Computer Science, Engineering, Information Systems, or related field. Great at software development with excellent analytical, development, and debugging skills. Strong understanding of Machine Learning fundamentals. Understanding of generative AI and its usage in various applications. Knowledge of machine learning libraries such as TensorFlow, PyTorch is essential. Excellent interpersonal, written, and oral communications skills.
Preferred Skills:
MS or PhD in Computer Science/Engineering with 1+ years of professional experience or equivalent experience. 2+ years of proven experience in software development for machine learning or high-performance computing with strong programming skills in Python and software design. Proficiency in designing, implementing and training DL/RL algorithms in high-level languages/frameworks (PyTorch and TensorFlow). Strong background in at least one of the following fields: Large Language models; Diffusion models; Model compression / quantization / optimization for embedded devices; Computer vision; Audio and speech / NLP; Deep Generative. Experience with improving efficiency of AI algorithms for deployment, including familiarity with open source solutions such as Qualcomm Innovation Center's AI Model Efficiency Toolkit (
). LLM or Diffusion model training, finetuning.
What We Offer:
Competitive annual discretionary bonus program. Opportunity for annual RSU grants. Highly competitive benefits package.
How to Apply:
Apply through Qualcomm Careers website.
Equal Opportunity Employer:
Qualcomm is an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or any other protected classification.
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