トレンド企業

Roblox
Roblox

Reimagining the way people come together.

Principal Machine Learning Engineer, Alt Defense

職種機械学習
経験Staff+
勤務地San Mateo, Canada, United States
勤務オンサイト
雇用正社員
掲載2ヶ月前

報酬

$295,250 - $345,040

応募する

福利厚生

ストックオプション

健康保険

必須スキル

Machine Learning

Graph Neural Networks

Clustering

Anti-abuse Detection

Fraud Detection

Every day, tens of millions of people come to Roblox to explore, create, play, learn, and connect with friends in 3D immersive digital experiences– all created by our global community of developers and creators.

At Roblox, we’re building the tools and platform that empower our community to bring any experience that they can imagine to life. Our vision is to reimagine the way people come together, from anywhere in the world, and on any device.We’re on a mission to connect a billion people with optimism and civility, and looking for amazing talent to help us get there.

A career at Roblox means you’ll be working to shape the future of human interaction, solving unique technical challenges at scale, and helping to create safer, more civil shared experiences for everyone.

WHY SAFETY?

At Roblox, we strive to connect a billion people with optimism and civility, and the Safety organization’s mission is to become the leader in civil immersive online communities. We systematically detect, remove, and prevent problematic accounts, content and behavior, and we make Roblox accounts secure and free from compromise. We cover a broad area of the tech spectrum, including machine learning, classifiers for 3D models, experimentation, automation, detection workflows, and AI-powered text filters. Aligned and partnering with product teams, we use this toolbelt to discover new opportunities, influence and shape the product roadmap and prioritization, build safety products, and measure the impact on our community of users and developers. In doing so, we keep Roblox safe, civil, and inclusive, and we foster positive relationships between people around the world.

WHY ALT DEFENSE?

Safety and Civility is Roblox’s #1 priority. The Alt Defense pod is at the front lines of this mission, tasked with solving one of the most difficult adversarial problems on the platform: Alternate Account Detection and Prevention. When bad actors are removed from Roblox, they often attempt to return immediately with new identities. Our goal is to stop them in their tracks. As the Technical Lead for this pod, you will architect and build an industry-leading detection system that operates at a massive scale—processing billions of accounts and identifying recidivism within minutes. You will also be supporting additional use cases for alt detection across the company. You will report to the Senior Engineering Manager of the Account Identity Team.

You will:

  • Lead the technical vision for alternate account detection platform, moving from reactive measures to proactive, near real-time prevention.

  • Architect high-scale ML systems using Graph Neural Networks (GNNs) and advanced clustering techniques to map relationships across billions of entities.

  • Solve complex ground truth and training data challenges for adversarial usecases

  • Build for latency and scale, ensuring that detection happens within minutes of a bad actor’s attempt to rejoin the platform.

  • Develop innovative adversarial approaches to stay ahead of sophisticated actors who use evolving techniques to mask their identity.

  • Drive the ML roadmap, identifying opportunities to leverage big data and behavioral signals to improve precision and recall in a high-stakes environment.

  • Mentor and up-level a pod of high-performing ML and software engineers, fostering a culture of technical excellence and rapid iteration.

You have:

  • MS or PhD degree in Computer Science, Machine Learning, or a related field.

  • 10+ years of industry experience in Applied ML, with a significant focus on anti-abuse, fraud, integrity, or identity.

  • Expertise in Graph Learning: Deep experience with Large-scale GNNs (GraphSAGE, PGB, etc.) and unsupervised/semi-supervised clustering at the scale of billions of nodes.

  • Proven track record of leading complex technical projects from conception to production-level deployment.

  • Experience with high-throughput systems: You understand the nuances of deploying ML models in low-latency environments where "time-to-detect" is a critical KPI.

  • Adversarial mindset: You can think like a bad actor to anticipate how they will circumvent detection and build robust defenses against it.

You are:

  • Resourceful: You're adaptable in any situation and can always find a path forward in the face of evolving threats.

  • Analytical: Excited to investigate large, ambiguous datasets to find the "signal in the noise" of billions of accounts.

  • User Oriented: You understand that safety measures must be balanced with a seamless experience for our legitimate community members.

  • Team Oriented: You are a sought-after mentor who lifts up your peers and builds a collaborative, high-performance environment.

  • Mission Oriented: You are laser-focused on keeping Roblox safe and are willing to take bold, strategic risks to achieve a billion-user scale safely.

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**$295,250—$345,040 USD**
Roles that are based in an office are onsite Tuesday, Wednesday, and Thursday, with optional presence on Monday and Friday (unless otherwise noted).

Roblox provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. Roblox also provides reasonable accommodations to candidates with qualifying disabilities or religious beliefs during the recruiting process.

閲覧数

0

応募クリック

0

Mock Apply

0

スクラップ

0

Robloxについて

Roblox

Roblox

Public

Reimagining the way people come together.

1,001-5,000

従業員数

San Mateo

本社所在地

$16.4B

企業価値

レビュー

10件のレビュー

3.8

10件のレビュー

ワークライフバランス

3.2

報酬

2.5

企業文化

4.1

キャリア

3.4

経営陣

3.3

72%

知人への推奨率

良い点

Great team culture and collaborative atmosphere

Innovative and interesting projects

Flexible hours and work-life balance

改善点

Below industry standard compensation

High stress and overwhelming workload

Long hours and high expectations

給与レンジ

35件のデータ

Junior/L3

L3/New Grad

Mid/L4

Principal/L7

Senior/L5

Staff/L6

Director

Junior/L3 · Data Science - New Grad

1件のレポート

$280,000

年収総額

基本給

-

ストック

-

ボーナス

-

$280,000

$280,000

面接レビュー

レビュー2件

難易度

3.0

/ 5

期間

14-28週間

体験

ポジティブ 0%

普通 50%

ネガティブ 50%

面接プロセス

1

Application Review

2

Online Assessment

3

Technical Interview

4

Behavioral Interview

5

Onsite/Virtual Interviews

6

Offer

よくある質問

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge