招聘

Senior Machine Learning Engineer, Home Modeling
San Mateo, CA, United States
·
On-site
·
Full-time
·
1mo ago
薪酬
$243,290 - $295,250
福利待遇
•Equity
•Healthcare
必备技能
Machine Learning
Deep Learning
Recommendation Systems
Personalization
Computer Vision
NLP
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.
With Roblox’s daily active users growing at a record pace, we are seeking experienced machine learning engineers who thrive on solving complex challenges and designing scalable, ground breaking solutions. In this role, you will develop deep learning-based models for user understanding, content/query analysis, and recommendation systems. Your work will lay the foundation for personalizing user experiences, enhancing engagement and retention, and driving growth within the creator ecosystem.
In this role, you will contribute to the core systems that enable users to discover and interact with experiences across Roblox. These systems drive exploration and engagement across all surfaces, helping users find relevant and exciting content. Looking ahead, our team aims to innovate further by developing more personalized deep learning-based recommendation algorithms and developing more comprehensive CV and NLP methods to better understand Roblox experiences.
Our mission is to connect a billion users with the best content and connections at the right time, tackling diverse challenges at an unprecedented scale. Join us and play a pivotal role in shaping the future of Roblox’s systems.
You Will:
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Design and implement large scale ML solutions to improve personalization including better user understanding as well as experience understanding using images, videos and text.
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Design and implement large scale recommendation models
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Author specs for new features and improvement
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Collaborate with other teams within Roblox to make sure we are building products with a community first approach.
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Balance researching new technologies with a practical approach to accomplish the research efforts into the Roblox products
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Communicate with the industry and communities where applicable and be ambassador for Roblox.
You have:
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4+ (for senior) years of experience designing and building scalable machine learning solutions. Experienced with transformer based model training, inference, and product integration. Break down product requirements into iterative deliverable stages.
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A BS in Computer Science or a related discipline, advanced degrees are a definite plus.
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You have initiated and facilitated challenging technical decisions.
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Compassion; you always start with the needs of the user, whether they are Roblox users or internal engineers.
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A creative and strategic approach to solving hard problems. You simplify the complex. You bring in fresh ideas from new places.
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**$243,290—$295,250 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.
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关于Roblox

Roblox
PublicReimagining the way people come together.
1,001-5,000
员工数
San Mateo
总部位置
$16.4B
企业估值
评价
3.8
38条评价
工作生活平衡
3.6
薪酬
3.7
企业文化
4.0
职业发展
3.7
管理层
3.8
73%
推荐给朋友
优点
Opportunity for career growth
Supportive team and management
Interesting projects and challenges
缺点
Internal communication could improve
Room for improvement in processes
Some organizational bureaucracy
薪资范围
33个数据点
Junior/L3
L3/New Grad
Mid/L4
Principal/L7
Senior/L5
Staff/L6
Director
Junior/L3 · Data Science - New Grad
1份报告
$280,000
年薪总额
基本工资
-
股票
-
奖金
-
$280,000
$280,000
面试经验
3次面试
难度
3.0
/ 5
时长
14-28周
体验
正面 0%
中性 67%
负面 33%
面试流程
1
Application Review
2
Online Assessment
3
Technical Interview
4
Behavioral Interview
5
Onsite/Virtual Interviews
常见问题
Coding/Algorithm
Technical Knowledge
Behavioral/STAR
Problem Solving
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