- The Walt Disney Company (Hollywood, CA)
- …ST 2059, IEE1588, ST 2022-7, SCTE-104, etc. + Knowledge of and experience with compression codecs, such as MPEG2/4, HEVC, JPEG 2000, and JPEG XS. + Knowledge of ... and experience with Evertz software control systems, such as frame control via VistaLink or Magnum, EQX/EXE routers, and monitoring software (VLPRO, SDVN, VIP, VUE, MVP). + Knowledge of and experience with major media systems and the vendors that supply them,… more
- HP Inc. (Palo Alto, CA)
- …devices. **What You Might Do** + Research and implement model compression techniques including quantization, low-rank factorization, distillation, and pruning + ... Develop methods to deploy SOTA transformer and vision models on-device under hardware constraints + Lead investigations into hardware-aware training strategies to optimize latency, throughput, and memory usage + Collaborate with software engineers and system… more
- Abbott (Sylmar, CA)
- …etc. + Experience in compiling and optimization techniques (eg, quantization, pruning, compression ) to deploy models on edge devices + Experience in model life ... cycle management within an distributed HPC environment such as Azure Databricks. + Experienced in the sequential phases of the medical device development from early feasibility and VOC through development, test, commercial launch, and post-market support. +… more
- Jacobs (Los Angeles, CA)
- …and troubleshooting professional video equipment * Knowledge of video codecs, compression , and file formats * Experience with live production environments and ... associated pressure * Ability to work flexible hours, including evenings and weekends as needed for live events Ideally, You'll Also Have: * Knowledge of SDI, NDI, and other video transport protocols * Familiarity with broadcast media systems * Understanding… more
- Amazon (Cupertino, CA)
- …The team focuses on techniques such as quantization, pruning, and model compression to enhance inference speed and efficiency. Adapting and extending popular ... inference libraries and tools for Neuron-based systems is a key aspect of their work. Key job responsibilities You'll join one of our core ML teams - Frameworks, Distributed Training, or Inference - to enhance machine learning capabilities on AWS's specialized… more
- Amazon (Sunnyvale, CA)
- …- Experience with optimizing ML workloads using Model compression , distillation, pruning, sparsification, quantization, Transformers based algorithms like ... FlashAttention, PagedAttention, Speculative decoding, Distributed training/inference optimization, Hardware-informed efficient model architecture. - Experience with open source frameworks for building applications powered by language models like LangChain,… more
- Integrated Polymer Solutions (Long Beach, CA)
- …+ Knowledge of rubber manufacturing principles and processes such as compression /transfer molding, injection molding, and tool design + Demonstrated expertise with ... complex manufacturing engineering solutions + Thorough knowledge of manufacturing while analyzing, evaluating and determining solutions to a variety of problems + Proficient in applying Lean Manufacturing, Six Sigma or other continuous improvement practices +… more
- CliniComp (San Diego, CA)
- …(ViT/SWIN transformer, GPT, CLIP, etc.). + Experience with model compression and large-scale distributed model training (data-parallel and model-parallel) ... techniques. + An outstanding track record of publications (NeurIPS, CVPR, ICML, AAAI, etc.) and contributions to the machine learning communities (kaggle, Hugging Face, etc.). + Hands-on experience with parameter-efficient tuning (QLoRA) techniques and the… more
- Google (Sunnyvale, CA)
- …language processing, distributed computing, large-scale system design, networking, security, data compression , user interface design; the list goes on and is growing ... every day. Operating with scale and speed, our exceptional software engineers are just getting started -- and as a manager, you guide the way. With technical and leadership expertise, you manage engineers across multiple teams and locations, a large product… more
- Google (Mountain View, CA)
- …and ML models. For example, quantization, sparsity, and other model compression techniques, new ML model architecture/optimizer/training techniques to solve ML tasks ... more efficiently, or new techniques to reduce the label/unlabeled ML data needed to train a model to target accuracy. + Collaborate cross-functionally to solve LLM performance problems. For example, on-boarding new LLM models and products on Google new TPU… more