AI Software Development Engineer @ Intel - Santa Clara, CA

Job Overview

a month ago

AI Software Development Engineer

Intel - Santa Clara, CA

Job Description


We create cutting-edge AI software products and solutions covering data analytics, classical ML, and Deep Learning. MLP organization focuses on supporting the SW Ecosystem, popular libraries, and frameworks and optimizing them for Xeons and Intel GPUs. Our team in MLP (Machine Learning Performance) is responsible for creating optimized and efficient, compelling End-to-End AI pipelines on different data modalities including Computer vision, NLP, Recommendation systems, video analytics, and others across the edge to cloud.

About the role:
In this role, you will plan, design, and develop tools and models for deep learning performance benchmarking. You will utilize open source libraries to develop and bring up deep learning applications from models to frameworks with the goal of supporting future product development. Experience designing algorithms using Python, C++.
You will drive to solve customers' problems using technical creativity and hard work

An ideal candidate would exhibit behavioral traits that indicate:

  • Technical/problem solving
  • Excellent performance analysis and tuning skills
  • Proven track record of deliver result in time on short release cycle
  • Excellent written and oral communication skills and be able to clearly communicate technical details and concepts
  • Proven track record of analyzing and solving complex technical problems


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:

  • Masters with 2 years of experience or Ph.D. in Mathematics, Physics, Computer Science or Computer Engineering or electrical engineering or Mechanical engineering or computational science or related technical discipline
  • 2+ years of experience in Deep Learning algorithm development experience
  • 2+ years of working knowledge in DL models for vision or NLP and recommendation systems
  • 2+ years of experience with DL frameworks (PyTorch/TensorFlow)
  • 2+ years of development with Python

Preferred Qualifications:

  • 2+ years of Performance Analysis and modeling experience
  • Language and fundamental skill :experience with at least one of the following languages and familiar with at least two Python or C/C++ or Assembly language
  • Computer architecture
  • Experience with Ninja coding.
  • Machine learning
  • 2 year+ experience in data analysis, in image/video, natural language, statistic data, or other fields
  • Experience in deep learning frameworks such as Pytoch, TensorFlow, MXNet, etc...
  • Have improved performance for one of the frameworks is a plus
  • Have implemented new model on one of the frameworks is a plus
  • Have ported a model from one framework to another is a plus
  • Have used the existing model to improve state-of-art of the empirical problems is a plus
  • Candidate should be familiar with deep learning algorithms and models.
  • Excellent development and debugging skills

Inside this Business Group


The focus of Accelerated Computing Systems and Graphics (AXG) is to accelerate our execution in strategic growth areas of high-performance computing and graphics. AXG is chartered with delivering high performance computing and graphics solutions (IP, Software, Systems), for both integrated and discrete segments across client, enterprise and data center. Our mission is to make zeta-scale computing accessible to every human on the planet by the end of this decade and to entertain, educate and connect billions of people with buttery smooth visual experiences.


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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