Senior Software Engineer - Graphics and Simulation (TDG)
Santa Clara Valley (Cupertino), California, United States
Machine Learning and AI
Do you want to push the limits of the best Augmented Reality platform in the world? Apple's Technology Development Group (TDG) delivers algorithms that drive revolutionary Apple products, including the augmented reality (AR) platform ARKit to create ground-breaking new products. In this position, you will have the opportunity to be part of our extraordinary team of computer vision and deep learning researchers and engineers to discover and build solutions to previously-unsolved challenges and push the state of the art in AR algorithms that can change the way people experience the world!
We are looking for a driven software engineer with solid experience in 3D graphics to drive building a simulation and synthetic data pipeline for machine learning training. As a member of a fast-paced team, you have the rewarding opportunity to shape upcoming products that will delight and inspire millions of people every day.
To succeed within this role, you should have shown experience in several of the following areas:
Key Qualifications
- Experience in 3D graphics and rendering, with solid foundation in 3D geometry
- Strong C++ experience, including modern C++
- Good experience in Python. Preferably including popular science libraries like Numpy, Pandas, …etc.
- Drive for high quality and elegant code
- Excellent communication and collaboration skills
- Excellent problem solving and analytical thinking skills
- Track record of successfully building and shipping products or open source projects
- Creativity and curiosity for solving highly complex problems
- Bonus for iOS development experience
- Bonus for experience in deep learning frameworks like PyTorch or TensorFlow
- Bonus for experience in Swift or Objective-C
Description
You’ll be working in a team of computer vision and deep learning researchers and engineers to implement world class algorithms that pushes the state of the art. Your goal is to drive building a graphics and simulation pipeline to generate synthetic data for ML training. Your job responsibilities will include:
-Driving the development of 3D rendering tools to generate synthetic data for ML training
-Building development and visualization tools
-Running experiments to evaluate the quality of ML models trained on synthetic data
-Cooperating with your team members to prepare presentations, papers, and talks to explain your inventions
Education & Experience
M.S., or Ph.D. or 5+ years of industry experience in software engineering, computer vision, machine learning or related fields