Machine Learning Researcher, Image/ Video Generation

Apple Inc.; Singapore; Presencial; SGD 110.000 - 170.000; Jornada completa

Descripción de la vacante

Apple Inc. is seeking a researcher with a strong technical background in image/video generation and editing, as well as multimodal foundation models.

You will contribute to the research and development of foundational models for image/video/3D generation, editing, and animation, and collaborate with world-class engineers and researchers across Apple. You will develop and evaluate state-of-the-art generative models, translate product requirements into modelling tasks, and help advance Apple

Formación

• 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++.

Responsabilidades

• 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

Conocimientos

Machine learning

Computer vision

Deep learning

Modeling

Python

Go

Java

C++

Diffusion models

Video generation

Educación

Bachelor in Electrical Engineering, Computer Science or Computer Engineering

MS or PhD in Electrical Engineering, Computer Science or Computer Engineering

Herramientas

PyTorch

Jax

TensorFlow

Python

Go

Java

C++

Descripción del empleo

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.

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