
Reimagining the way people come together.
Principal Machine Learning Engineer, Alt Defense
보상
$295,250 - $345,040
복지 및 혜택
•스톡옵션
•의료보험
필수 스킬
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.
전체 조회수
0
전체 지원 클릭
0
전체 Mock Apply
0
전체 스크랩
0
비슷한 채용공고
Roblox 소개

Roblox
PublicReimagining the way people come together.
1,001-5,000
직원 수
San Mateo
본사 위치
$16.4B
기업 가치
리뷰
10개 리뷰
3.8
10개 리뷰
워라밸
3.2
보상
2.5
문화
4.1
커리어
3.4
경영진
3.3
72%
지인 추천률
장점
Great team culture and collaborative atmosphere
Innovative and interesting projects
Flexible hours and work-life balance
단점
Below industry standard compensation
High stress and overwhelming workload
Long hours and high expectations
연봉 정보
35개 데이터
Junior/L3
L3/New Grad
Mid/L4
Principal/L7
Senior/L5
Staff/L6
Director
Junior/L3 · Data Science - New Grad
1개 리포트
$280,000
총 연봉
기본급
-
주식
-
보너스
-
$280,000
$280,000
면접 후기
후기 2개
난이도
3.0
/ 5
소요 기간
14-28주
경험
긍정 0%
보통 50%
부정 50%
면접 과정
1
Application Review
2
Online Assessment
3
Technical Interview
4
Behavioral Interview
5
Onsite/Virtual Interviews
6
Offer
자주 나오는 질문
Coding/Algorithm
System Design
Behavioral/STAR
Technical Knowledge
최근 소식
Alabama reaches $12.2M settlement with Roblox over parental lawsuits - Chattanooga Times Free Press
Chattanooga Times Free Press
News
·
1w ago
‘SpongeBob Tower Defense 2.0’ Now Live on Roblox - playday.one
playday.one
News
·
1w ago
Watch Roblox’s Second Creator Showdown Tournament Live Later Today - Roblox
Roblox
News
·
1w ago
South Florida school employee used Discord, Roblox ‘Robux’ to sexually entice children: Feds - WPLG Local 10
WPLG Local 10
News
·
1w ago




