高级/资深产品经理,机器学习研究
Sr/Staff Product Manager, ML Research
我们正在通过融合艺术与科学,构建能够模拟世界的AI。
我们认为世界模型是人工智能进步的前沿。仅靠语言模型无法解决世界上最困难的问题——机器人技术、疾病、科学发现。真正的进步需要能够体验世界并从错误中学习的模型,就像人类一样。而这种试错过程在模拟环境中进行时,可以被大幅加速,而不是在现实世界中。
世界模型为通用模拟提供了最清晰的路径,改变故事的讲述方式、科学进步的方式以及人类下一个前沿领域的探索方式。
我们的团队由富有创造力、思维开放、富有同理心且有抱负的人组成,他们决心改变世界。我们渴望不断创造不可能的事物,而我们实现这一目标的能力取决于打造一支非凡的团队。如果你也渴望做到这一点,我们期待收到你的消息。
### 关于该职位
* _接受在美国远程办公的候选人 — **优先考虑在纽约或旧金山设有办公室的地区**。_
这是一个罕见的产品经理职位,拥有对整个产品生命周期的真正垂直所有权;从早期研究和预训练到训练后和用户体验开发,再到市场进入策略和定价——让合适的人具备类似总经理的权力,以独特的方式在我们这个规模的公司中端到端地推动产品决策。
我们正在寻找一位热情的产品经理,帮助我们开发尖端的AI工具。该职位适合那些兼具扎实的技术或机器学习背景和产品管理经验的人。你有能力将我们研究团队构建的最先进AI系统转化为对客户有影响力的工具。
你将深入理解用户的需求、可实现的功能以及对我们业务的战略意义。你将成为用户和内部团队之间的桥梁,确保我们推出对Runway创作者最有价值的产品。
该职位是处于早期阶段的定义市场的公司团队中的基础且关键的一部分。
### 你将负责
- 与我们的研究团队合作,定义解决客户需求并推动业务价值的新AI应用
- 与工程和设计团队紧密合作,将研究成果产品化,并持续改进现有工具
- 定义和分析指标,每周与用户沟通,并进行A/B测试以发现使用场景
查看英文原文
We are building AI to simulate the world through merging art and science.
We believe that world models are at the frontier of progress in artificial intelligence. Language models alone won’t solve the world’s hardest problems – robotics, disease, scientific discovery. Real progress requires models that experience the world and learn from their mistakes, the same way that humans do. And this kind of trial and error can be massively accelerated when done in simulation, rather than in the real world.
World models offer the most clear path to general-purpose simulation, changing how stories are told, how scientific progress is made and how the next frontiers of humanity are reached.
Our team consists of creative, open minded, caring and ambitious people who are determined to change the world. We aspire to continuously build impossible things and our ability to do so relies on building an incredible team. If you are driven to do the same, we'd love to hear from you.
### About the role
* _Open to hiring remote across the US — **preferable to have someone near an** office in NYC or San Francisco._
This is a rare PM role with true vertical ownership across the full product lifecycle; from early-stage research and pre-training through to post-training and UX buildout through to GTM strategy and pricing - giving the right person a GM-like mandate to drive product decisions end-to-end in a way that's unique for a company of our scale.
We’re looking for a passionate Product Manager to help us develop cutting-edge AI tools. This role is for someone who has a combination of strong technical or ML background and experience in product management. You have the ability to take the state-of-the-art AI systems our research team builds and turn them into impactful tools for our customers.
You’ll deeply understand what users want, what’s possible to build, and what’s strategic for our business. You’ll be a bridge between our users and our internal teams so we ship products that have the most value for Runway’s creators.
This role is a fundamental and critical part of the team for a market-defining company in its early stages.
### What you’ll do
- Work alongside our research team to define new AI applications that solve customer needs and drive business value
- Collaborate closely with engineering and design to productize research and continuously improve existing tools
- Define and analyze metrics, talk with users weekly, and conduct A/B tests to discover use cases, validate pain points, and prioritize features
### What you’ll need
- 1+ years of direct experience with SQL, python, code generation tools, and version control best practices
- 4+ years of product management experience
- Familiarity with the current state-of-the-art ML capabilities and ML products
- Experience working with fast-moving teams and building products from scratch
- Passion for seeing research through from initial conception to ultimate application
- Excellent written and verbal communication skills
Runway strives to recruit and retain exceptional talent from diverse backgrounds while ensuring pay equity for our team. Our salary ranges are based on competitive market rates for our size, stage and industry, and salary is just one part of the overall compensation package we provide.
There are many factors that go into salary determinations, including relevant experience, skill level and qualifications assessed during the interview process, and maintaining internal equity with peers on the team. The range shared below is a general expectation for the function as posted, but we are also open to considering candidates who may be more or less experienced than outlined in the job description. In this case, we will communicate any updates in the expected salary range.
Lastly, the provided range is the expected salary for candidates in the U.S. Outside of those regions, there may be a change in the range, which again, will be communicated to candidates.
#### **Working at Runway**
[**Great things come from great teams.**](https://www.youtube.com/watch?v=kwmj4ato2kw&ab_channel=Runway) **We’d love to hear from you.**
We’re committed to creating a space where our employees can bring their full selves to work and have equal opportunity to succeed. So regardless of race, gender identity or expression, sexual orientation, religion, origin, ability, age, veteran status, if joining this mission speaks to you, we encourage you to apply.
More about Runway
- [Universal World Simulator](https://runwayml.com/world-simulator.html)
- [GWM-1](https://runwayml.com/research/introducing-runway-gwm-1)
- [Gen-4.5](https://runwayml.com/research/introducing-runway-gen-4.5)
- [General World Models](https://runwayml.com/research/introducing-general-world-models)
- [Robotics SDK](https://runwayml.com/research/introducing-runway-gwm-1#robotics-section)
- [Conversational Real-time Agents](https://runwayml.com/research/introducing-runway-gwm-1#avatars-section)
- [Runway Studios](https://runwayml.com/studios)
We're excited to be recognized as a best place to work:
[Crain's](https://www.crainsnewyork.com/awards/best-places-work-2023) | [InHerSight](https://www.inhersight.com/companies/best/city/new-york-city-ny) | [BuiltIn NYC](https://builtin.com/awards/new-york-city/2024/best-places-to-work) | [INC](https://www.inc.com/best-workplaces/2024)