远程工作雷达

资深软件工程师,服务领域

Senior Staff Software Engineer, Serving

开发工程限定地区(需当地身份)与中国几乎无重叠,需长期倒时差
公司Liftoff
薪资$219,000 - $310,000/年
工作地点United States
地域资格限定地区(需当地身份)
时区要求与中国几乎无重叠,需长期倒时差
用工类型permanent
发布时间7 天前
数据来源4dayweek.io
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注意地域限制:该职位明确限定在 United States 招聘。如果你是位于中国大陆的求职者,通常需要当地工作身份才能投递,或需与雇主确认是否接受独立合同(Contractor)形式合作。
作息提示:与中国几乎无重叠,需长期倒时差。

Liftoff 是移动应用经济中领先的 AI 驱动的性能营销平台。我们的端到端技术栈帮助应用营销人员获取和留存高价值用户,同时使发布商能够最大化程序化和直接需求的收入。

Liftoff 的解决方案,包括 Accelerate、Direct、Monetize、Intelligence 和 Vungle Exchange,支持全球 74 个国家的 6600 多家移动企业,涵盖游戏、社交、金融、电商和娱乐等领域。Liftoff 成立于 2012 年,总部位于加利福尼亚州 Redwood City,拥有多元化、全球化的业务布局。

在 Liftoff,我们解决每个移动应用面临的核心问题:增长。为此,我们构建了基于机器学习和大数据的技术,可以准确预测用户喜欢哪些应用,并以引人入胜的方式将他们连接起来。我们的系统规模之大,在除最大互联网公司之外的其他公司中前所未见——每秒处理超过 1200 万次请求,每天与超过 50 亿个唯一用户互动。

Serving 团队负责构建和维护负责在 Liftoff 产品线中投放广告的关键基础设施。

**作为 Liftoff Accelerate Serving 团队的工程师,您将:**

- 设计、构建和运营高吞吐、低延迟的服务,接收竞价请求,执行 Liftoff 的竞价逻辑,并实时响应广告交换。
- 提升在严格延迟限制下每秒处理数百万请求的系统的性能、可扩展性和可靠性。
- 开发和优化使用 TensorRT 运行神经网络模型的 GPU 加速推理服务。
- 分析端到端推理流程,识别并消除 GPU 利用率、批处理、内存访问、序列化、网络和请求处理中的瓶颈。
- 与机器学习工程师合作,将新的模型架构和功能投入生产,将建模需求转化为高效可靠的推理实现。
- 设计和运营大型特征存储集群,为实时和预计算特征提供低延迟访问。
- 开发基准测试和性能分析工具,帮助工程师比较模型、理解延迟和吞吐量权衡,并在部署前识别性能退化。
- 改进实验工具链,使机器学习团队能够协调离线训练运行,评估候选模型,并维护模型排行榜。
- 负责从设计到上线的整个变更流程。

查看英文原文

Liftoff is a leading AI-powered performance marketing platform for the mobile app economy. Our end-to-end technology stack helps app marketers acquire and retain high-value users, while enabling publishers to maximize revenue across programmatic and direct demand.

Liftoff’s solutions, including Accelerate, Direct, Monetize, Intelligence, and Vungle Exchange, support over 6,600 mobile businesses across 74 countries in sectors such as gaming, social, finance, ecommerce, and entertainment. Founded in 2012 and headquartered in Redwood City, CA, Liftoff has a diverse, global presence.

At Liftoff, we’re solving one of the core problems faced by every mobile app: growth. To do so, we build Machine Learning and Big Data-driven technology that can accurately predict which apps a user will like, and connect them in a compelling way. Our systems operate at a scale unseen outside of the largest Internet companies -- processing over 12 million requests per second and interacting with over 5 billion unique users each day.

The Serving team builds and maintains the mission-critical infrastructure responsible for serving ads across Liftoff’s product line.

**As an engineer on Liftoff’s Accelerate Serving team, you will:**

- Design, build, and operate the high-throughput, low-latency services that receive bid requests, execute Liftoff’s bidding logic, and respond to ad exchanges in real time.
- Improve the performance, scalability, and reliability of systems that process millions of requests per second under strict latency constraints.
- Develop and optimize GPU-powered inference services that execute neural network models using TensorRT.
- Profile end-to-end inference pipelines to identify and eliminate bottlenecks in GPU utilization, batching, memory access, serialization, networking, and request handling.
- Partner with machine learning engineers to productionize new model architectures and features, translating modeling requirements into efficient and reliable serving implementations.
- Design and operate large feature store fleets that provide low-latency access to real-time and precomputed features.
- Develop benchmarking and performance-analysis tools that help engineers compare models, understand latency and throughput trade-offs, and identify regressions before deployment.
- Improve experimentation tooling that allows machine learning teams to orchestrate offline training runs, evaluate candidate models, and maintain model leaderboards.
- Own changes through their full lifecycle—from system design and implementation to testing, deployment, observability, capacity planning, incident response, and continued optimization.

**Requirements:**

- Strong core Computer Science fundamentals (data structures, algorithms, system architecture)
- 10+ years of industry experience
- M.S.. or higher in Computer Science (or equivalent work experience)
- Experience with Go is a plus

* * *

**Location:**

This role is eligible for full-time remote work in one of our entities: CA, CO, ID, IL, FL, GA, MA, MI, MN, MO, NJ, NV, NY, OR, PA, TX, UT, and WA

_We are a remote-first company with US hubs in Redwood City, Los Angeles, and New York City._

**Travel Expectations:** We offer several opportunities for in-person team gatherings, including but not limited to project meetings, regional meetups, and company-wide events. We expect our employees to attend these gatherings at least once per quarter. These gatherings provide essential opportunities for collaboration, communication, and team building.

**Compensation:**

Liftoff offers all employees a full compensation package that includes equity and health/vision/dental benefits associated with your country of residence. Base compensation will vary based on the candidate's location and experience.

The following are our base salary ranges for this role:

- **SF Bay Area, NYC, Los Angeles/Orange County**: $255,000 - $310,000
- **Seattle/Olympia, Austin, San Diego, Santa Barbara, Boston:** $234,000 - $285,000
- **All other cities and towns in our approved states:** $219,000 - $266,000

* * *

#LI-EL1

* * *

Liftoff offers a fast-paced, collaborative, and innovative work environment where employees are empowered to grow and make an impact. We’re shaping the future of the mobile app ecosystem—join us and help accelerate what’s next.

Liftoff’s compensation strategy includes competitive salaries, equity, and benefits designed to support employee well-being and performance. We benchmark compensation based on role, level, and location to ensure fairness and market alignment. Benefits may include medical coverage, wellness stipends, and additional perks based on your country of residence.

Liftoff is an equal opportunity employer. We are committed to creating an inclusive environment for all employees and applicants regardless of race, ethnicity, national origin, age, marital status, disability, sexual orientation, gender identity, religion, veteran status, or any other characteristic protected by applicable law.

**Agency and Third Party Recruiter Notice:**

Liftoff does not accept unsolicited resumes from individual recruiters or third-party recruiting agencies in response to job postings. No fee will be paid to third parties who submit unsolicited candidates directly to our hiring managers or Recruiting Team. All candidates must be submitted via our Applicant Tracking System by approved Liftoff vendors who have been expressly requested to make a submission by our Recruiting Team for a specific job opening. No placement fees will be paid to any firm unless such a request has been made by the Liftoff Recruiting Team and such a candidate was submitted to the Liftoff Recruiting Team via our Applicant Tracking System.

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