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Product Manager - Ray Core - job 1 of 2

About Anyscale:


At Anyscale, we're on a mission to democratize distributed computing and make it accessible to software developers of all skill levels. We’re commercializing Ray, a popular open-source project that's creating an ecosystem of libraries for scalable machine learning. Companies like OpenAIUberSpotifyInstacartCruise, and many more, have Ray in their tech stacks to accelerate the progress of AI applications out into the real world.


With Anyscale, we’re building the best place to run Ray, so that any developer or data scientist can scale an ML application from their laptop to the cluster without needing to be a distributed systems expert.


Proud to be backed by Andreessen Horowitz, NEA, and Addition with $250+ million raised to date.


Anyscale is looking for a strong Product Manager to lead the Ray Core (Core Runtime) team, which includes both the open source Ray distributed computing framework, and proprietary features. We are looking for candidates with experience working with a high performance engineering team. As an open source project, Ray is about making general purpose distributed computing easy, and Ray Core is the fundamental architecture behind this “infinite laptop” mission.


The Ray Core team is responsible for developing this core distributed computing framework (with basic abstractions of Tasks, Actors, Objects) to support Ray developers, and other Ray libraries (e.g. Datasets, ML libraries). The work also includes adding proprietary features to make the Anyscale SaaS offering more competitive. 


You can learn more about Ray Core with these materials:

- Our research papers on NSDI ‘21 and HotOS ‘21 describing the architectural vision of a Distributed Futures system. 

- Our paper Ray v2 Architecture which describes Ray Core system architecture. 


In this position, you will guide the vision, strategy and execution with a high-performing team. This team is critical to everything that Anyscale and Ray achieve and will play a pivotal role in the success of the company.

What You'll Do:

  • Drive the strategy of the Anyscale Ray Core (or Core Runtime) group

  • Drive the execution of Ray Core team’s key projects towards Ray 3.0 and beyond

  • Communicate your work to a broader audience through talks, tutorials, and blog posts

  • Work closely with our broader product team to enhance our Anyscale platform to be the best place to run Ray

  • Leading the charge in the OSS community to optimize our footprint and user experience

  • Collaborate with external teams building compute platforms on integrations with Ray Core

  • Help us to build and shape a world-class company

What You'll Need:

  • Solid understanding of software engineering, especially for distributed systems

  • Solid product management experience leading productive, high-performing teams

  • Basic knowledge of python programming language is a plus

  • Experience building large businesses in a dynamic technology environment

  • Record of helping teams scale quickly while maintaining a good culture

  • Mindset towards achieving results, and excellent prioritization skills balancing OSS Ray user and Anyscale customer requirements

  • Effective communication; written and verbal

Compensation

  • At Anyscale, we take a market-based approach to compensation. We are data-driven, transparent, and consistent. The target salary for this role is $214,044-$246,200. As the market data changes over time, the target salary for this role may be adjusted.


  • This role is also eligible to participate in Anyscale's Equity and Benefits offerings, including the following:


  • Stock Options

  • Healthcare plans, with premiums covered by Anyscale at 99% for both employees and dependents

  • 401k Retirement Plan

  • Education & Wellbeing Stipend

  • Paid Parental Leave

  • Fertility Benefits

  • Flexible Time Off

  • Commute reimbursement

  • 100% of in-office meals covered

Anyscale Inc. is an Equal Opportunity Employer. Candidates are evaluated without regard to age, race, color, religion, sex, disability, national origin, sexual orientation, veteran status, or any other characteristic protected by federal or state law. 


Anyscale Inc. is an E-Verify company and you may review the Notice of E-Verify Participation and the Right to Work posters in English and Spanish

Average salary estimate

$230122 / YEARLY (est.)
min
max
$214044K
$246200K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

What You Should Know About Product Manager - Ray Core, Anyscale

As a Product Manager at Anyscale, you'll be diving into the fascinating world of distributed computing, leading the Ray Core team responsible for the core runtime of Ray, an open-source project designed to simplify scalable machine learning. Here at Anyscale, we aim to let developers and data scientists seamlessly scale their ML applications from their workstations to larger clusters without needing to master distributed systems. In this pivotal role, your mission will be to drive the overall strategy and execution of Ray Core, ensuring both the open-source framework and proprietary features meet and exceed user expectations. Your leadership will be crucial in collaborating with high-performing teams while optimizing the user experience in the open-source community. Your ability to communicate the vision and progress of Ray Core through engaging talks, tutorial sessions, and blog posts will not only enhance the visibility of our efforts but also inspire both users and stakeholders alike. With a solid understanding of software engineering, especially in distributed systems, and a knack for product management, you will harness your expertise to innovate and create lasting impacts in the tech landscape. Join Anyscale in our mission to reshape the future of AI and enjoy competitive compensation, stock options, benefits covering healthcare and parental leave, and more. Let’s make distributed computing accessible for everyone together!

Frequently Asked Questions (FAQs) for Product Manager - Ray Core Role at Anyscale
What are the key responsibilities of the Product Manager at Anyscale?

The Product Manager at Anyscale will lead the Ray Core team, driving strategy and execution for key projects associated with the open-source Ray distributed computing framework and its proprietary features. This includes optimizing the user experience, communicating with broader audiences through various platforms, and collaborating closely with external teams to enhance integrations with Ray Core.

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What qualifications are needed for the Product Manager position at Anyscale?

Candidates for the Product Manager position at Anyscale should have a solid understanding of software engineering, particularly in distributed systems, along with product management experience leading high-performing teams. Knowledge of Python programming is beneficial, and experience in growing businesses within a dynamic tech environment is preferred.

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How does the Product Manager at Anyscale communicate their vision and progress?

The Product Manager at Anyscale is expected to effectively communicate their work and vision through engaging talks, tutorials, and blog posts. This helps to inform stakeholders and community members about the ongoing developments related to Ray Core and its impact in the tech space.

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What is the salary range for the Product Manager position at Anyscale?

The target salary for the Product Manager role at Anyscale is between $214,044 and $246,200. This is based on market data and may adjust over time, ensuring competitive compensation for this key role in the company.

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What kind of culture does Anyscale promote for the Product Manager and their team?

Anyscale promotes a culture that prioritizes collaboration, innovation, and supporting high-performing teams. The Product Manager will play a vital role in maintaining a positive culture while achieving results and balancing the needs of open-source Ray users with Anyscale customers.

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Common Interview Questions for Product Manager - Ray Core
What experience do you have with distributed systems as a Product Manager?

It's important to discuss specific projects where you managed distributed systems, touching on the technical challenges faced and how you supported your team in overcoming them. Relate it to how this experience will contribute to your role at Anyscale.

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Can you describe your approach to building and leading high-performing teams?

Focus on your leadership style, success stories, and how you promote a culture of trust and collaboration. Highlight techniques you implement to ensure team motivation and alignment with project goals.

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How do you prioritize tasks and projects for a product team?

Explain your framework for prioritization, such as a balance between user needs, business goals, and resource constraints. Discuss any tools or methodologies you utilize to keep track of priorities effectively.

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Tell us about a time you had to communicate a complex vision to a non-technical audience?

Use a specific example where you effectively simplified technical details into relatable terms. Discuss how you engaged with your audience and the tools or presentations used to convey the message.

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What strategies do you advocate for optimizing user experience in software?

Discuss user feedback mechanisms, A/B testing, and iterative design processes you employ to enhance user experience. Mention any past successes in improving software usability that led to positive outcomes.

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How do you stay updated with trends in distributed computing and product management?

Share your methods of staying informed, whether through online courses, webinars, following industry leaders, reading journals, or active participation in relevant communities. Highlight how this knowledge informs your decision-making.

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How do you handle conflicts within your team?

Provide an example that illustrates your conflict resolution approach. Discuss how you seek to understand different viewpoints, facilitate communication, and arrive at solutions beneficial for the team dynamics.

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What experience do you have with open-source projects?

Talk about your involvement in open-source projects, focusing on your role, contributions, and how it informs your perspective on community engagement and collaboration, especially relevant for your role at Anyscale.

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How do you balance the needs of open-source users versus corporate clients?

Discuss a framework for understanding the priorities of both groups, and how you make decisions that will satisfy both sides. Highlight any experiences you have where you navigated such dynamics effectively.

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What vision do you have for the Ray Core team at Anyscale?

Articulate a clear, innovative vision that includes future developments, milestones, and how you see the team having an impact in the broader landscape of distributed computing. Align it with Anyscale's mission for added relevance.

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Full-time, remote
DATE POSTED
April 6, 2025

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