Software Engineer (Ray Data)

Posted 2 Days Ago
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San Francisco, CA, USA
In-Office
226K-241K Annually
Mid level
Artificial Intelligence • Software
The Role
Build and optimize Ray Data: improve performance and scaling for multi-modal batch inference, implement production data-loading solutions, ensure stability and fault tolerance at high scale, and collaborate with customers to scale AI workloads.
Summary Generated by Built In

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 OpenAI, Uber, Spotify, Instacart, Cruise, 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.

About Ray Data Team:

Ray Data is Python-native data processing engine that is a one stop shop for all AI data processing needs. Ray Data provides performant, first-class integration with cutting edge AI frameworks using both multi-modal and structured data.

The Ray Data team currently develops and maintains Ray Data. We are a team of engineers passionate about building a Data processing engine which is a one-stop shop for all of your ML/AI needs. We are looking for exceptional engineers to build, optimize, and scale Ray for modern and increasingly complex AI workloads.

As part of this role, you will:

  • Improve the performance of Ray Data and multi-modal batch inference use cases.

  • Ensure efficient scaling across different stages of the Data pipeline in a heterogeneous environment.

  • Building data loading solutions for production training workloads.

  • Focus on stability and fault tolerance at high scale

  • Working with customers and new age AI native companies in scaling their AI workloads.

We'd love to hear from you if have:

  • At least 3-4 years of relevant work experience

  • Solid background in building scalable and fault-tolerant distributed systems

  • Experience with data processing, database internals.

  • Passionate about large scale systems and performance for AI.

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

Skills Required

  • 3-4 years of relevant work experience
  • Background in building scalable and fault-tolerant distributed systems
  • Experience with data processing and database internals
  • Passion for large-scale systems and performance for AI

Anyscale Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Anyscale and has not been reviewed or approved by Anyscale.

  • Fair & Transparent Compensation Pay is considered market-based with target ranges shown in postings and a stated market-based philosophy. Feedback suggests this clarity and consistency aid confidence in pay fairness.
  • Equity Value & Accessibility Equity is commonly included in offers and is positioned as a meaningful part of total compensation for many roles. Feedback suggests this equity participation enhances perceived overall pay competitiveness.
  • Healthcare Strength Health, dental, and vision coverage are described as robust with many plan options, alongside mental-health support and fertility benefits. Feedback suggests this strong core healthcare offering increases perceived benefits quality.

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The Company
HQ: San Francisco, CA
115 Employees
Year Founded: 2019

What We Do

Distributed computing made simple Anyscale enables developers of all skill levels to easily build applications that run at any scale, from a laptop to a data center.

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