内推职位 - Roblox
职位1
Data Science, Trust & Safety -
User Behavior
San Mateo, CA
Job ID: FL18770821
KEY RESPONSIBILITIES
- Accelerate product development through your understanding of the underlying data and your ability to partner with product and technical leaders to provide insights that lead to the safest experiences for Roblox’s sizable user base.
- Develop modeling solutions to help understand user behavior on the platform and proactively identify unsafe content.
- Develop optimal metrics and evaluate A/B experiments to determine the success of product feature launches.
- Collaborate with policy teams and use data-driven insights to help define best practices to ensure safety and equity within Roblox.
BASIC QUALIFICATIONS
- 2+ year of industry experience in analytics
- 2+ years experience in scripting languages for DS like Python or R
- 6+ months of experience using big data query/processing languages and tools such as SQL, Hive, Spark and Airflow
- 2+ year experience with basic modeling frameworks such as statsmodels, scikit-learn, XGBoost, etc.
- Experience with SQL flavors for data querying
职位2
Software Engineer, Game Engine Audio
San Mateo, CA
Job ID: FL18770822
KEY RESPONSIBILITIES
- Develop engine code that generates awesome audio for all user-created games on the Roblox platform
- Create easy to use yet powerful tools for sound design
- Select the right balance of algorithms to achieve the best outcome for each use case
- Carry the torch for the future of audio in user-generated games
- Optimize audio implementations to conserve battery on mobile phones while being amazingly realistic on high-end platforms
- Find out how Roblox is special and how you can harness that to deliver awesome audio environments using industry-leading techniques across all platforms
BASIC QUALIFICATIONS
- Experienced in immersive interactive audioYou have worked with interactive and physically based audio, generally in a gaming environment
- Fluent in signal processing: You understand digital signal processing, human hearing, physical modeling, and ad-hoc audio algorithms
- Good at systems level C++ programming: Pointers, templates, and raw blocks of memory are tools to write high-performance code, not your enemies
- Engine/platform oriented: You might have helped develop a game engine from scratch, or done other similar projects
- Resource minded: You have probably worked on alternate and constrained platforms like consoles or mobile devices
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