Machine Learning Researcher, Image/ Video Generation

Apple Inc.; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A global technology leader in Singapore is seeking a researcher with a strong technical background in image and video generation as well as multimodal foundation models. The role involves developing and evaluating generative models and collaborating with diverse teams to shape innovative products. Candidates should possess experience in machine learning and deep learning, with proficiency in tools like PyTorch and Tensorflow. An inclusive work environment is promised, welcoming fresh graduates as well.

Benefits

Equal opportunity employer

Commitment to diversity and inclusion

Reasonable accommodations provided

Qualifications

• 3 years of relevant work experience after Bachelor.
• Experience in machine learning and deep learning.
• Experience in computer vision tasks like object detection.
• Proficiency in image generation models.
• Solid engineering skills.

Responsibilities

• Develop and evaluate foundational video generation models.
• Conduct innovative research in generative AI.
• Translate product requirements into modeling tasks.
• Collaborate with engineers and researchers on projects.

Skills

Applied machine learning

Computer vision/graphics

Deep learning

Statistical modeling

Model development

Education

Bachelor in Electrical Engineering

Computer Science or Computer Engineering

MS or PhD in relevant field

Tools

PyTorch

Jax

Tensorflow

Python

Go

Java

C++

Job description

We are hiring a researcher with a strong technical background in Image/Video generation and editing, as well as Multimodal Foundation Models. You will play a critical role in the research and development of multimodal foundation models for image/video/3D generation, editing, animation, and many more. As a member of the team, you will have the opportunity to develop fundamental model capabilities, collaborate with team members with diverse backgrounds to work on ambitious projects, and collaborate broadly across Apple with world-class engineers and researchers to advance our products and delight millions of users.

Description

As a member of our fast-paced group, you’ll have the unique and rewarding opportunity to shape upcoming products from Apple. We are looking for people with excellent applied machine learning, computer vision/graphics experience, and solid engineering skills in creating outstanding model capabilities and product features.

Responsibilities

• Developing, fine-tuning, and evaluating foundational video generation and editing models, as well as unified multimodal foundation models capable of both visual understanding and generation
• Developing, fine-tuning, and evaluating domain-specific video generation and editing models for various tasks and applications in Apple’s AI-powered products
• Conducting innovative research and transferring pioneering research in generative AI to production-ready technologies
• Understanding product requirements, translating them into modelling tasks and engineering tasks

Minimum Qualifications

• Bachelor in Electrical Engineering, Computer Science or Computer Engineering with 3 years of relevant work experience
• Experience in machine learning, deep learning and statistical modeling
• Experience in developing models for computer vision tasks, such as object detection, visual question answering
• Experience in image generation models, such as VAE, GAN, and diffusion models
• Proficiency in one of the following deep learning frameworks: PyTorch, Jax, Tensorflow
• Proficiency in one of following languages: Python, Go, Java, C++

Preferred Qualifications

• MS or PhD in Electrical Engineering, Computer Science or Computer Engineering
• Fresh MS/PhD graduates are welcome to apply
• Experience in developing state-of-the-art image and video generation/editing models
• Good interpersonal skills and team player

Apple is an equal opportunity employer that is committed to inclusion and diversity. Apple provides reasonable accommodations to applicants with disabilities and in accordance with local requirements. Apple is a drug-free workplace.