Senior/Principal Machine Learning Engineer - Economy
Company: Roblox
Location: San Mateo
Posted on: May 14, 2022
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Job Description:
Every day, tens of millions of people from around the world come
to Roblox to play, learn, work, and socialize in immersive digital
experiences created by the community. Our vision is to build a
platform that enables shared experiences among billions of users.
This is what's known as the metaverse: a persistent space where
anyone can do just about anything they can imagine, from anywhere
in the world and on any device. Join us and you'll usher in a new
category of human interaction while solving exceptional challenges
that you won't find anywhere else.The Economy group manages
multiple initiatives and products to support a robust economy
inside of Roblox. Reporting to a Senior ML Manager we are building
a brand new team to focus on a wide range of machine learning
problems across Economy including:Avatar Marketplace Search and
RecommendationsContent Moderation and Content Quality for 2D and 3D
itemsAd Targeting and PredictionBilling Fraud Detection You
Will:Work closely with product engineers and infra engineers to
build, deploy, maintain and monitor high-scale ML solutions.Work
with cross-functional teams on defining the roadmap and lead the
project execution.Build and deliver complex technical projects from
the planning stage through execution.Define, develop, and implement
engineering best practices and strategies.Mentor less experienced
engineers and help us build a renowned ML team.Ensure that our
systems are scalable, reliable, and extensible. You Are:Battle
ready: BS, MS or Ph.D. in computer science, engineering,
mathematics, machine learning, (computational) physics or
statistics.Experienced: 5+ years experience with one or more of the
following areas: recommendation, search, ad prediction or
targeting, fraud detection or similar ML-focused
products.Knowledgeable: Experience building and working on
end-to-end ML systems, including data analysis, ML modeling and
data pipelines.Collaborative: You enjoy working with and leading
engineers, love to earn their respect and can help them to
accomplish the impossible.Creative: You take a creative and
strategic approach to solving hard people and technical problems.
You engage well with Product and can navigate an organization to
promote clarity and improvement. You'll Love: Industry-leading
compensation packageExcellent medical, dental, and vision coverageA
rewarding 401k programFlexible vacation policyRoflex - Flexible and
supportive work policy Roblox Admin badge for your avatarAt Roblox
HQ: Free catered lunchesOnsite fitness center and fitness program
creditAnnual CalTrain Go Pass
Keywords: Roblox, San Mateo , Senior/Principal Machine Learning Engineer - Economy, Other , San Mateo, California
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