3 days ago
Austin, TX, USAIntern
Responsibilities
- Analyze machine learning workloads and develop expertise to support all phases of Arm IP development.
- Develop algorithms and optimization techniques targeting performance, power, and area on current and future Arm platforms.
- Prototype algorithms, optimized models, and proof-of-concept solutions for architecture exploration.
- Develop internal tooling to support algorithmic and hardware architecture exploration.
- Automate deployment of hardware-aware neural network optimization processes on Arm processors.
Requirements
- Be a graduate student pursuing a PhD or MS in Computer Engineering, Electrical Engineering, Computer Science, or a related technical field.
- Have deep knowledge of machine learning, deep learning, neural network design, optimization, and compression techniques.
- Demonstrate high-level knowledge of computer architecture, systems, and hardware-software co-design.
- Be able to develop and work with large software systems, including in Python.
- Have knowledge of TensorFlow and PyTorch.
- Be willing to learn and train large deep learning models on GPU-based systems.
- Experience with ML model design, optimization, hardware-software co-development, and PPA optimization for neural networks on Arm platforms is preferred.
Benefits
- Competitive salary of $50-60 per hour.
- Regular feedback, development opportunities, and on-the-job learning during the internship.
- Mentoring and buddy schemes to build professional connections.
- Social activities and an end-of-internship celebration.
- Opportunity to be considered for future graduate positions, subject to performance.
- Hybrid working arrangements determined by the team, with details shared during application.
- Interns must remain enrolled in higher education and return to their course after the internship.
Categories
About Arm
Arm’s foundational technology is defining the future of computing. A future built by the greatest technology ecosystem in the world. A future built on Arm. Arm is everywhere technology matters. Technology matters everywhere. Together, we’ll power every technology revolution moving forward, including cloud computing, automotive and autonomous systems, IoT, the metaverse, and beyond. Changing the world. Again. On Arm.