Deep Neural Networks for Plasmonic Design Intern

About our group:

Join the cutting-edge next generation data storage technology development group located in our Bloomington, MN facility, and accelerate scientific discovery and engineering advances through deep neural networks. In this internship, the employee will use machine learning for the capture, interpolation, and optimization of highly complex optical phenomena in Heat-Assisted Magnetic Recording (HAMR), with emphases on development of new non-intuitive designs. To accomplish this, the employee will benefit from background in the fields of machine learning, photonics, plasmonic, and computational modeling. The employee’s prior experience with generative adversarial networks (GANs) and optical modeling, COMSOL software and/or equivalent programs, will contribute strongly to the success of these efforts.
 

About the role - you will:

• Gather datasets from COMSOL simulation of different plasmonic structures, pre-process them to make the input data structure feedable into the DNN model, separating proper training/validation sets.
• Research suitable DNN architecture (discriminative/generative approaches) that can be used to design plasmonic nano-antenna for HAMR application.
• Post-process, analyze, organize, and present results. Draw physically meaningful conclusions about configurations and expected performance and communicate findings.
• Suggest and model new configurations, materials, and modifications intended to improve the HAMR design.
   

About you:

• Good communication and teamwork skills are needed to collaborate with multiple organizations throughout the company.

Your experience includes:

• Pursuing a Ph.D. degree in Electrical Engineering, Physics, or related field.
• Experience with machine learning algorithms and optical simulations (COMSOL or other equivalent software).
• Experience with Linux and Windows computing environments.
• Experience with optimization methods is a plus.
• Introductory experience with programming languages (e.g. C++, Python, Java).
• Familiarity with MPI and high-performance computing.

Location:

Our Normandale campus spans two suburbs, Edina and Bloomington, and serves as the Recording Head development and manufacturing arm of Seagate. Located in the heart of a bustling community, Seagate offers an on-site café, or if you prefer, you can drive to one of many restaurants just minutes away. Need to grab a gift over lunchtime? Shopping is abundant in the area. If working out is your thing, the on-site fully equipped fitness center hosts wellness programs, outdoor activities, tournaments, and group workouts. Looking for something more laid back? Reset in one of our meditation rooms, or simply take a walk around our indoor walking path. On-site cultural festivals, celebrations, and community volunteer opportunities also abound. 

The estimated base wage range for this position is $43.00/hr. The individual base wage is based on work location and additional factors, including job-related skills, experience, and relevant education or training. Seagate offers comprehensive benefits to its eligible Interns, including, but not limited to, medical, dental, vision, and participation in the employee stock purchase plan.  Seagate also offers Interns 12 paid holidays and a minimum of 48 hours of paid sick leave.  The benefits for this position are based on a 24 to 40-hour-per-week schedule for a full calendar year and may differ depending on work location and tenure with the Company. 

#internship 

Location: Normandale, United States
Travel: None