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Online Technology Intern
Posted on 12/1/2022
INACTIVE
Locations
San Diego, CA, USA
Experience Level
Intern
Desired Skills
AWS
Data Science
Data Structures & Algorithms
Jupyter
Keras
NumPy
Pandas
Tensorflow
Python
Requirements
  • Rising senior, projected to graduate by Spring 2024
  • Enrolled in a Bachelor's or Master's program in Computer Science, Data Science, Math or an equivalent field
  • Be passionate about gaming, and have gaming experience on console or PC
  • Familiarity with AWS, and/or Jupyter notebooks, and/or AWS SageMaker or similar ML development platform is helpful
  • Familiarity with Reinforcement Learning techniques
  • Passion for turning complex data into UX focused, intuitive and performant visualizations
  • Have a broader understanding of Machine Learning and Deep Learning frameworks and their applications
  • Proficiency in Python programming language
  • Completed a project using Machine Learning frameworks and libraries such as Keras, PyTorch, TensorFlow, NumPy, Pandas
  • Project level experience with a data visualization framework such as Matplotlib, Seaborn
  • Excellent analytical and mathematical skills
Responsibilities
  • Develop solutions and prototypes to solve real-world problems using Machine Learning algorithms
  • Develop a custom ML Model such as a neural network, suitable for the project needs
  • Define the type, input/output sizes, and activation function for each layer of the neural network
  • Define requirements for the input training data and create methods to aggregate and transform the data
  • Define accuracy methods for your models and show their differentiation via analysis
  • Analyze and share ideas on improving the models
PlayStation Global

5,001-10,000 employees

Online multiplayer gaming and digital media delivery service
Company Overview
Playstation's mission is to deliver new joy, excitement and awe to everyone. The company builds software and hardware for gaming consoles and content.
Benefits
  • Health and wellness: Medical (PPO, HDHP, and HMO), dental, vision, disability, employee assistance program, flexible spending accounts, health savings account, student loan repayment assistance, education reimbursement program, wellness reimbursement, identity theft protection, basic and voluntary life and AD&D insurance, business travel accident insurance, 4.5% 401(k) match, commuter program, additional voluntary programs (group legal, pet insurance, auto and home insruance), onsite flu shots and biometric screenings
  • Family and time off: 12 paid holidays, generous PTO, paid parental leave, adoption assistance program, 529 college savings plan match, back-up child care, parental and elder care coaching
  • Perks: Sony product discounts, passport perks program, monthly $10 Playstation Network voucher, employee referral bonus, game launch events
Company Core Values
  • Dreams & Curiosity: Pioneer the future with dreams and curiosity
  • Diversity: Pursue the creation of the very best by harnessing diversity and varying viewpoints
  • Integrity & Sincerity: Earn the trust for the Sony brand through ethical and responsible conduct
  • Sustainability: Fulfill our stakeholder responsibilities through disciplined business practices