Job ID: JR0231000
Job Category: Software Engineering
Primary Location: Santa Clara, CA US
Other Locations: US, Oregon, Hillsboro
Job Type: College Grad
AI Software Solution Engineer
Job Description
Works with internal engineering teams and external partners, customers, and ISVs to deliver optimized AI solutions using Intel products with the goal of driving adoption of Intel products.
Researches technical trends and utilizes deep domain and market segment expertise to prototype solutions and develop AI software including open source libraries and models.
Optimizes performance of AI models through deep knowledge and expertise of AI frameworks, algorithms, models, and related hardware.
Researches, develops, and adjusts new or existing AI models, code, parameters, and/or quantization to address issues and modify operations to enhance performance.
Partners with AI algorithm and framework engineers as needed to optimize end-to-end AI models to Intel hardware features.
Serves as a trusted technical advisor and provides technical enabling.
Partners with Intel software and hardware product development teams to accelerate and optimize future products in AI and HPC domains by leading application pre-enabling and product hardening.
Delivers competitive and differentiated benchmark collateral and identify and drive key workloads into product requirements and architect innovative projection methodologies and tools.
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 Degree in Computer Engineering, Computer Science, Data Science, Software Engineering, Electrical Engineering, Physics, Mathematics, Aerospace engineering, applied mathematics, mechanical engineering, or related technical disciplines.
Must have the required degree by Jun 2023.
6+ months of experience with 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
Software development and coding experience in python and C++ /other languages
Strong experience with Performance optimization / tuning
Familiar with deep learning algorithm as well as traditional data analyze algorithm such as SVM or PCA or K-mean, XGBoost, etc.
Modeling experience in Computer Vision or recommendation or NLP or RL or GNN.
Experience delivering AI/ML solutions to address real world use cases working with collaborators.
Preferred Qualifications:
Good track record of machine 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
Distributed training, Horovod, Torch DDP, Ray SGD
Inference optimization such as quantization, sparsity, distillation
HPO and NAS algorithm, Bayesian optimization, Optuna, Ray Tune
Big data platform, Hadoop, Spark, Modin
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 strongly encourages employees to be vaccinated against COVID-19. Intel aligns to federal, state, and local laws and as a contractor to the U.S. Government is subject to government mandates that may be issued. Intel policies for COVID-19 including guidance about testing and vaccination are subject to change over time.
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.
Work Model for this Role
This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site.
USCollege GradJR0231000Santa ClaraSoftware and Advanced Technology Group
