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Anyscale
Bengaluru, Karnataka
Source: Anyscale careers · View original posting
From Anyscale's posting. “We” and “our” refer to the employer.
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.
Ray aims to provide a universal API for building distributed applications (e.g. a machine learning pipeline of feature engineering, model training, and evaluation). Data is usually a core element connecting these different stages, and therefore plays a critical role in Ray’s usability, performance, and stability. We are looking for strong engineers to build, optimize, and scale Ray’s
Datasets library and data processing capabilities in general.
The Ray Data team currently develops and maintains the Ray
Datasets library, which is already powering critical production use cases (e.g.
large scale data compaction at Amazon
, and
ML pipeline at Alibaba
). Ray Datasets is a Python library built on top of Apache Arrow and Ray Core (Ray’s C++ backend), and the Ray Data team interacts closely with Ray Core components including the scheduler and the memory & I/O subsystems. The Ray Data team also works closely with Ray’s ML libraries including Train, RLlib, and Serve.
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.
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