ROBLOX Corporation

Senior Machine Learning - Avatar, Core AI

ROBLOX Corporation$195K — $242K *
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 2+ years of experience in developing machine learning models, preferably for image, video, audio, or 3D representations using C++ and Python.
  • Strong understanding of deep learning frameworks like PyTorch and TensorFlow.
  • Experience in deploying ML features in production environments, particularly on low-powered devices.
  • Excellent cross-functional collaboration skills, able to partner with leaders across the organization.
  • Knowledge of cutting-edge deep learning architectures and model primitives.
  • Experience with model optimization techniques.

Responsibilities

  • Develop and implement state-of-the-art ML models.
  • Stay current with ML research and apply findings to enhance model performance.
  • Establish a delivery pipeline for deploying Roblox ML models across various computing devices.
  • Build partnerships for deployment and architecture optimization.
  • Design and implement key components of the in-experience machine learning system.

Benefits

  • Equity compensation offered to full-time employees.
  • Comprehensive benefits package available.
  • Flexible onsite schedule with options for remote work.
  • Equal employment opportunities and reasonable accommodations in the hiring process.
Full Job Description
As a Senior Machine Learning Engineer, you will work on challenging problems leveraging state-of-art AI/ML to empower a new generation of Roblox experiences for our growing community of users. We are looking for senior AI/ML engineers to lead the vision of low compute cost, in experience machine learning at Roblox, taking leads on designing core components of on-device ML operations. We are designing a system for advancing model architecture, enabling more efficient deployment to cloud and client, while delivering on complex operations including Generative AI model deployment. The engineer will be driving the architecture optimization across a large range of compute devices, making efficient use of available compute resources. Join us in our exciting journey!
You will:
  • Develop and implement state-of-the-art ML models
  • Stay up-to-date with the latest research in ML and related fields, and apply this knowledge to improve the model performance
  • Establish a pipeline for delivering Roblox ML model on range of computing devices
  • Build cross-functional partnership on deployment and architecture optimization
  • Design and implement primary components of the in-experience machine learning system.
You have:
    • 2+ years experience in developing machine learning models, preferably in image, video, audio or 3D representations with Python
    • A strong understanding of deep learning frameworks including PyTorch and Tensorflow.
    • Experience in shipping ML features in production environments, including low powered devices.
    • Excellent cross-functional skills, partnering with organization leaders, driving to a conclusion.
    • Knowledge in state-of-the-art deep learning network architectures and primitives.
    • Experience with model optimization techniques.


For roles that are based at our headquarters in San Mateo, CA: The starting base pay for this position is as shown below. The actual base pay is dependent upon a variety of job-related factors such as professional background, training, work experience, location, business needs and market demand. Therefore, in some circumstances, the actual salary could fall outside of this expected range. This pay range is subject to change and may be modified in the future. All full-time employees are also eligible for equity compensation and for benefits as described on this page.

Annual Salary Range

$195,780-$242,100 USD

Roles that are based in an office are onsite Tuesday, Wednesday, and Thursday, with optional presence on Monday and Friday (unless otherwise noted).

About ROBLOX Corporation

Roblox Corporation is a video game company that operates a massively multiplayer online game platform. The platform allows users to create and play games in a virtual world, with a focus on user-generated content. Roblox was founded in 2004 and is headquartered in San Mateo, California. The company has grown rapidly in recent years, and now has over 100 million monthly active users. In 2021, Roblox went public through a direct listing on the New York Stock Exchange.
Learn more about ROBLOX Corporation
Size
960 employees
Market Cap
$15.6 billion
Industry
Net Income
-$242.8 million
Founded
2004
Revenue
$727 million
NASDAQ

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