Deep Learning Software Engineer @ Intel - Santa Clara, CA

Job Overview

2 months ago

Deep Learning Software Engineer

Intel - Santa Clara, CA

Job Description


Conduct design and development to build and optimize deep learning software. Design, develop & optimize for deep learning training and inference frameworks. Implement various distributed algorithms such as model/data parallel frameworks, parameter servers, dataflow based asynchronous data communication in deep learning frameworks. Transform computational graph representation of neural network model. Develop deep learning primitives in math libraries. Profile distributed DL models to identify performance bottlenecks and propose solutions across individual component teams. Optimizing code for various computing hardware backends. Interacting with deep learning researchers and experience with deep learning frameworks.


Qualifications


You must possess the below minimum qualifications to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates. Experience listed below would be obtained through a combination of your school-work/classes/research and/or relevant previous job and/or internship experiences.

Minimum Qualifications

  • Bachelors with 6 or more years or Master's with 3+ years or Ph.D. with 2+ years in Computer Engineering or Computer Science or Software Engineering or Electrical Engineering or Physics or Mathematics or applied mathematics or related technical discipline.
    3+years of the following technical skills:
  • Experience in deep learning frameworks such as PyTorch or TensorFlow or MXNet working on CPU / GPU / AI accelerators for ML/DL
  • Strong experience with Performance optimization / tuning
  • Extensive background distributed training, Horovod, Torch DDP and scale-out optimizations
  • Modeling experience in Computer Vision or recommendation or NLP or RL or GN

Preferred Qualifications

  • You should have a proven track record of a leadership role in machine learning , deep learning research and applications demonstrated by patents, publications, product delivery, or other means
  • Experience on performance optimization for Pytorch/TF/MXNet framework, MLPerf benchmark and other SOTA workload
  • Inference optimization such as quantization, sparsity, distillation
  • HPO and NAS algorithm, Bayesian optimization, Optuna, Ray Tune

Inside this Business Group


Enable amazing computing experiences with Intel Software continues to shape the way people think about computing – across CPU, GPU, and FPGA architectures. Get your hands on new technology and collaborate with some of the smartest people in the business. Our developers and software engineers work in all software layers, across multiple operating systems and platforms to enable cutting-edge solutions. Ready to solve some of the most complex software challenges? Explore an impactful and innovative career in Software.


Other Locations


US, Oregon, Hillsboro


Intel Corporation will require all new U.S. employees to be fully-vaccinated for Covid-19 as a condition of hire unless they have an approved
accommodation in place under applicable law. Newly-hired employees will be required to provide proof of vaccination prior to their start date.


Posting Statement


All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

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