- Qualcomm (San Diego, CA)
- …goals. * Directs and influences the development of highly critical driver and compiler software to support the GPU products. * Communicates guidelines for writing ... detailed technical documentation and feature descriptions for GPU projects; writes and reviews technical documentation for highly complex projects. **Level of Responsibility:** * Provides supervision to other supervisors/managers who are direct reports. *… more
- Amazon (Cupertino, CA)
- …being enabled by AWS Neuron. Neuron is cutting edge software including an ML compiler and native integration into popular ML frameworks. Our products are being used ... at scale with external customers like Anthropic and Databricks as well as internal customers like Alexa, Amazon Bedrocks, Amazon Robotics, Amazon Ads, Amazon Rekognition and many more. The Team: the Amazon Annapurna Labs team is responsible for building… more
- Google (Sunnyvale, CA)
- …ML Accelerators and simulators, especially hardware simulators. + Understanding of compiler flows, software involved in translating a high-level language (eg, ... TensorFlow) to hardware instructions. + Understanding of Large Language Models. Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products… more
- Google (Mountain View, CA)
- …and drive hardware generation technologies, using ML techniques, traditional compiler -based transformations, and novel program generation techniques, such as program ... synthesis and constraint-based programming. + Identify unsolved impactful research problems in chip design, inspired by current and future real world needs. + Collaborate with model developers, software developers, and hardware architects to ensure generated… more
- Qualcomm (Santa Clara, CA)
- …and ensure alignment with needs and goals. * Develops critical driver and compiler software to support the GPU products. * Writes detailed technical documentation ... and feature descriptions for highly complex GPU projects to guide users and/or customers to implement output; reviews technical documentation for junior engineers. **Level of Responsibility:** * Works independently with minimal supervision. * Provides… more
- Capital One (San Jose, CA)
- …+ Deep knowledge of deep learning algorithmic and/or optimizer design + Experience with compiler design + Finetuning + PhD focused on topics related to guiding LLMs ... with further tasks (Supervised Finetuning, Instruction-Tuning, Dialogue-Finetuning, Parameter Tuning) + Demonstrated knowledge of principles of transfer learning, model adaptation and model guidance + Experience deploying a fine-tuned large language model… more
- Amazon (Cupertino, CA)
- …critical Neuron framework components. You'll drive cross-functional collaboration with compiler , runtime, and kernel development teams to ensure seamless integration ... of Neuron with major machine learning frameworks. You will also contribute technically by reviewing designs and implementing features. A crucial aspect of your role will be building and nurturing strategic relationships with open-source communities,… more
- SanDisk (Milpitas, CA)
- …analysis, DRC/LVS verification. Experienced Cadence and Synopsys digital flow: Fusion compiler , DCG, ICC2, Innovus, PT, StarRC ESSENTIAL DUTIES AND RESPONSIBILITIES: ... + **Synthesis and DFT scan insertion** + Familiar timing constraint and qualify, clean up timing constraints file in Synthesis. + Be able to timing and DFT analysis to improve Synthesis and DFT coverage performance. + **Place and Routing** + Placement stage… more
- Meta (Menlo Park, CA)
- …hardware, models and runtime, giving crucial feedback to the architecture, compiler , kernel, modeling and runtime teams. 4. Explore, co-design and productionize ... model compression techniques such as Quantization, Pruning, Distillation and Sparsity to improve training and inference efficiency. 5. Explore, prototype and productionize highly optimized ML kernels to unlock full potential of current and future accelerators… more
- Google (Sunnyvale, CA)
- …modeling and optimizations. + Experience on Large Language Model, ML framework and compiler . + Knowledge of computer architecture and TPU or other accelerators. + ... Knowledge of performance analysis. Google Cloud's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. We're looking for engineers who bring fresh ideas… more