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高级软件工程师,机器学习(安全)

机器翻译
查看雇主原标题Senior Software Engineer, Machine Learning (Safety)

Discord · San Francisco Bay Area · $220k – $248k

职位信息来自雇主公开的招聘页面。申请前请务必在雇主官网核实详情。

为什么值得关注?

发现指数 57/100,仅依据与该职位一起存储的证据计算。

57/100 发现指数
  • 新的雇主官方职位
  • 已披露薪资

分数构成

  • 时效性 (随职位发布时间变化)+18
  • 雇主官方来源+15
  • 已披露薪资+15
  • 稀有职位+1
  • 公司来源健康度+8

该职位未包含:远程职位、提及签证担保、提及搬迁、未出现在监控的职位板上。

这些理由来自雇主自己的职位描述与我们核实过的来源检查结果。除了已存储的信号之外,我们不做任何推测。

职位描述

机器翻译

Discord 拥有一个高度活跃的社区,每天有数百万活跃用户出于各种不同原因使用该平台,但几乎每个人都会做一件事:玩电子游戏。Discord 在游戏的未来中扮演着独特而重要的角色,我们致力于让人们在进行游戏之前、期间和之后更轻松、更有趣地一起消磨时光。

我们正在寻找一位经验丰富的高级机器学习工程师加入我们的安全机器学习团队。该职位专注于构建和部署帮助保障 Discord 用户安全的机器学习模型,包括用于内容理解、风险评估和账户完整性的实时和批处理系统。您将与产品、工程、设计、政策、法律以及信任与安全部门的合作伙伴密切合作,设计并交付有效的机器学习解决方案。该职位向安全机器学习高级经理汇报。

您将要做的事情

• 分析数据以识别风险模式,并为机器学习模型的设计提供依据

• 构建、迭代并评估用于检测风险和异常行为的模型

• 与产品、工程、法律以及信任与安全合作伙伴合作,交付有效的机器学习解决方案

• 与信任与安全部门的合作团队协作,大规模策划黄金标签集,并改进用于模型训练的数据标注技术

• 将模型部署到生产系统中,根据需要编写后端代码以确保可扩展性和可靠性,并监控性能

• 记录建模方法和系统,并应用当前机器学习最佳实践

您应具备的条件

• 4 年以上机器学习工程或应用机器学习岗位经验。

• 出色的 Python 编码能力,并熟练掌握 PyTorch、JAX 或 TensorFlow 等机器学习框架。

• 具有大规模构建高性能机器学习系统的经验,并推动项目从构思到生产落地。

• 能够从第一性原理出发思考,以创造力、清晰的推理和务实的解决方案应对复杂问题。

• 成长型思维:寻求反馈、反思决策并持续改进。

• 出色的沟通与协作能力,并有与工程、数据科学、法律、政策和产品团队有效合作的经验。

• 计算机科学、机器学习、统计学或相关领域(物理学、数学、运筹学等)的学士或硕士学位。

该全职职位在美国的基本薪资范围为 $220,000 至 $247,500 + 股权 + 福利。我们的薪资范围由职位和级别决定。在该范围内,个人薪酬由其他因素决定,包括与工作相关的技能、经验和相关教育或培训。请注意,美国职位招聘中列出的薪酬详情仅反映基本薪资,不包括股权或福利。 为什么选择 Discord?

Discord 在游戏的未来中扮演着独特而重要的角色。我们是一个多平台、多代际和多玩家的平台,帮助人们围绕游戏和共同兴趣加深友谊,并帮助开发者构建和发展他们的业务。我们相信游戏为我们提供了一种与最喜欢的人一起享受乐趣的方式,无论是一起听音乐,还是在竞技比赛中努力冲击钻石段位。加入我们的使命吧!你的未来只需点击一下!

Discord 致力于包容性,并在面试过程中提供合理便利。我们希望您为成功做好准备,因此如果您需要合理便利,请告知您的招聘人员。

请点击此处查看我们的申请人和候选人隐私政策,了解 Discord 在申请和招聘过程中收集和使用个人信息的详细信息。

以上内容由机器翻译自动生成,可能存在错误;投递前请以雇主原文为准。

查看雇主原文

职位描述

Discord has a highly engaged community of millions of daily active users who use the platform for many different reasons, but there’s one thing that nearly everyone does: play video games. Discord plays a uniquely important role in the future of gaming, and we are focused on making it easier and more fun for people to hang out before, during, and after playing games.

We are seeking an experienced Senior Machine Learning Engineer to join our Safety ML team. This role focuses on building and deploying machine learning models that help keep Discord users safe, including real-time and batch systems for content understanding, risk evaluation, and account integrity. You will work closely with partners across product, engineering, design, policy, legal, and Trust and Safety to design and deliver effective ML solutions. This role reports to the Senior Manager of Machine Learning, Safety.

What You'll Be Doing

• Analyze data to identify risk patterns and inform the design of machine learning models

• Build, iterate on, and evaluate models that detect risk and anomalous behavior

• Work with product, engineering, legal, and Trust and Safety partners to deliver effective ML solutions

• Work with partner teams in Trust & Safety to curate golden label sets at scale and improve data labeling techniques for model training

• Deploy models into production systems, writing backend code as needed to ensure scalability and reliability, and monitor performance

• Document modeling approaches and systems, and apply current machine learning best practices

What you should have

• 4+ years of experience in ML engineering or applied ML roles.

• Strong coding skills in Python and fluency in ML frameworks such as PyTorch, JAX, or TensorFlow.

• Experience building performant machine learning systems at scale and have driven the execution of projects from ideation to production.

• Ability to think from first principles, approaching complex problems with creativity, clear reasoning, and pragmatic solutions.

• A growth mindset: seeking feedback, reflecting on decisions, and continuously improving.

• Excellent communication and collaboration skills, with a history of partnering effectively across engineering, data science, legal, policy, and product teams.

• Bachelor’s or Master’s degree in Computer Science, Machine Learning, Statistics, or a related field (Physics, Math, Operations Research, etc.

The US base salary range for this full-time position is $220,000 to $247,500 + equity + benefits. Our salary ranges are determined by role and level. Within the range, individual pay is determined by additional factors, including job-related skills, experience, and relevant education or training. Please note that the compensation details listed in US role postings reflect the base salary only, and do not include equity, or benefits. Why Discord?

Discord plays a uniquely important role in the future of gaming. We're a multiplatform, multigenerational and multiplayer platform that helps people deepen their friendships around games and shared interests, and helps developers build and grow their businesses. We believe games give us a way to have fun with our favorite people, whether listening to music together or grinding in competitive matches for diamond rank. Join us in our mission! Your future is just a click away!

Discord is committed to inclusion and providing reasonable accommodations during the interview process. We want you to feel set up for success, so if you are in need of reasonable accommodations, please let your recruiter know.

Please see our Applicant and Candidate Privacy Policy for details regarding Discord’s collection and usage of personal information relating to the application and recruitment process by clicking HERE.

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