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AI Research Engineer

2 months ago

Round Rock, Texas, United States Dell Full time
AI Research Engineer Job Description

Role Summary

We are seeking a highly qualified AI Research Engineer to join our team at Dell. As a key member of our research team, you will be responsible for conducting advanced research and development in the areas of Large Language Models, Generative AI, and Deep Learning.

Key Responsibilities

  • Conduct research and development in the areas of Large Language Models, Generative AI, and Deep Learning.
  • Implement and fine-tune architectures using frameworks like PyTorch and TensorFlow to tackle complex ML/DL problems.
  • Employ techniques like pruning, quantization, and model compression for optimizing AI model performance and efficiency.
  • Document intricate research algorithms and models succinctly, contributing to technical reports, code annotations, and ensuring a comprehensive repository of research findings.
  • Spearhead Proof of Concept (POC) execution and participate in patent creation processes to demonstrate research potential and safeguard intellectual property.
  • Author and publish empirical findings in renowned, peer-reviewed AI conferences and journals, bolstering the organization's stature in innovation, and disseminate expertise through technical presentations and workshops.

Requirements

  • 8+ years of experience in AI, ML, DL, and Reinforcement Learning (RL), with an emphasis on Research in AI/ML/DL technologies and a MS/PhD/Bachelors' degree or a combination of experience and education.
  • Extensive knowledge and practical experience with deep learning, reinforcement learning, and Graph Neural Networks.
  • Solid understanding of AI model architecture, training paradigms, fine-tuning processes, and optimization techniques (such as Gradient Descent, Adam, RMSProp).
  • A track record of published research in reputable conferences and journals.
  • Excellent written and verbal communication skills for documenting research findings, presenting at conferences, and providing training.

Benefits and Perks

Dell is committed to fair and equitable compensation practices. The salary range for this position is $156,400. - $202,400.

As a Dell team member, you will have access to a comprehensive benefits package, including health insurance, retirement plans, and paid time off.

About Dell

We believe that each of us has the power to make an impact. That's why we put our team members at the center of everything we do. If you're looking for an opportunity to grow your career with some of the best minds and most advanced tech in the industry, we're looking for you.

Dell Technologies is a unique family of businesses that helps individuals and organizations transform how they work, live and play. Join us to build a future that works for everyone because Progress Takes All of Us.