Senior Software ML Engineer - Account Integrity
San Mateo, CA
Roblox
Roblox is the ultimate virtual universe that lets you create, share experiences with friends, and be anything you can imagine. Join millions of people and discover an infinite variety of immersive experiences created by a global community!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 ACCOUNT INTEGRITY?
Safety and Civility is Roblox's #1 priority, and our mission is to protect our community. The Account Integrity team is an important part of this division. As a Senior Software ML Engineer on the Account Integrity team, you will work on improving the Roblox experience by using ML techniques to detect malicious activity and limit its impact on the Roblox platform. This team works cross-functionally to establish unique solutions to ensure the safety and security of accounts for our global users and developer community on Roblox. Safety is Roblox's top priority, and our mission is to protect our user community. You will report to the Senior Engineering Manager of the Account Integrity Team.You Are:
- Analytical: Excited to investigate large, ambiguous problems, and quantify the problems and the solutions
- User-Oriented: You always start with the needs of the user, whether they are Roblox users or internal engineers before architecting a solution
- Team Oriented: You lift up your peers and find ways to make the team stronger
- Technical Advocate: You foster a culture of technical excellence on the team. You can be a mentor to others
You Will:
- Contribute to the development of Roblox's ML framework
- Build detection systems to identify abuse on the Roblox platform. This may involve building backend services, ML models, or tools to support these efforts
- Help define the team's roadmap and long-term strategy toward keeping Roblox account safe.
- Shape how the next generation of internet users interacts safely in the metaverse
You Have:
- 4+ years of experience productionizing ML models
- 4+ years of experience in Python and SQL
- 4+ years of working experience with compiled languages such as Golang, Java or C#
Nice to Have:
- A BS graduate in computer science, engineering, mathematics, machine learning, (computational) physics or statistics
- Developed data pipelines/models using tools like Hive, Airflow, Kafka, or Spark
- Strong mathematical, statistical methods experience
- Interest in safety, security, fraud, or bot detection
- Experience with ML libraries/frameworks like TensorFlow, PyTorch, etc
- Built large-scale ML systems at consumer-facing company
You’ll Love:
- Industry-leading compensation package
- Excellent medical, dental, and vision coverage
- A rewarding 401k program
- Flexible vacation policy
- Roflex - Flexible and supportive work policy
- Roblox Admin badge for your avatar
- At Roblox HQ:
- Free catered lunches five times a week and several fully stocked kitchens with unlimited snacks
- Onsite fitness center and fitness program credit
- Annual CalTrain Go Pass
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. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.
Tags: Airflow Computer Science Data pipelines Engineering Golang Java Kafka Machine Learning Mathematics ML models Physics Pipelines Python PyTorch Security Spark SQL Statistics TensorFlow
Perks/benefits: Career development Equity Flex hours Flex vacation Health care Unlimited paid time off
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Lead Data Analyst jobs
- Open Data Science Manager jobs
- Open MLOps Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Data Manager jobs
- Open Sr Data Engineer jobs
- Open Power BI Developer jobs
- Open Principal Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Business Intelligence Developer jobs
- Open Junior Data Scientist jobs
- Open Data Scientist II jobs
- Open Product Data Analyst jobs
- Open Senior Data Architect jobs
- Open Sr. Data Scientist jobs
- Open Business Data Analyst jobs
- Open Big Data Engineer jobs
- Open Data Analyst Intern jobs
- Open Manager, Data Engineering jobs
- Open Azure Data Engineer jobs
- Open Junior Data Engineer jobs
- Open Data Quality Analyst jobs
- Open Data Product Manager jobs
- Open Principal Data Scientist jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open GCP-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Java-related jobs
- Open Privacy-related jobs
- Open Data visualization-related jobs
- Open Finance-related jobs
- Open APIs-related jobs
- Open Deep Learning-related jobs
- Open PyTorch-related jobs
- Open Snowflake-related jobs
- Open Consulting-related jobs
- Open TensorFlow-related jobs
- Open PhD-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open Kubernetes-related jobs
- Open Data governance-related jobs
- Open Airflow-related jobs
- Open Hadoop-related jobs
- Open LLMs-related jobs
- Open Data warehouse-related jobs
- Open Databricks-related jobs