Backend and Data Platform Software Engineer
Company: FedML, Inc.
Location: Sunnyvale
Posted on: April 24, 2024
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Job Description:
Responsibilities
Minimum Qualifications
Preferred Qualifications
About the Job
FedML, Inc. (https:/fedml.ai) empowers our clients to build & scale
any machine learning or artificial intelligence models anywhere.
That includes the latest foundation models as well as more
traditional ML models. Our products cover both training, serving
with a low-code UI MLOPs & LLMOps platform. We also offer a
Federated Machine Learning solution for cross-silo training for
data privacy sensitive applications.
Our earliest products power federated machine learning missions for
clients in several industries, where data privacy, low latency
serving, and low cost of data storage are important to the client.
Our easy-to-use FedML MLOps solution enables data science and
machine learning engineering to work seamlessly together to deploy
& manage their model to production machines. Our federated learning
and serving solutions support siloed edge devices, smartphones, and
IoT.
Our next generation of solutions includes geo-distributed machine
learning and serving that continues our tradition of delivering
easy-to-use, simple, low-cost, and enterprise grade MLOPs
solutions. Our MLOps and evolving LLMOps platform will always
empower experimentation, observability, evaluation, governance, and
collaboration for our clients' AI & ML training and serving needs,
as well as other general computing needs.
FedML supports vertical solutions across a broad range of
industries (healthcare, finance, insurance, automotive,
advertising, smart cities, IoT etc,) and applications (computer
vision, natural language processing, data mining, and time-series
forecasting). Its core technology is backed by more than 3 years of
cutting-edge research of its co-founders who are recognized leaders
in the federated machine learning community.
FedML's researchers and software engineers and product teams are
busy developing the next-generation FedML platform for machine
learning and artificial intelligence and we're looking to grow our
team with skilled professionals who bring fresh ideas from all
areas, including machine learning and its applications, computer
vision, natural language processing, large-scale system design,
distributed/cloud computing/systems, MLOps, security/privacy,
mobile/IoT systems, and networking. We're an early stage startup,
hence you will work on projects which are critical to our
customers' and our business needs. If you love to learn, and love
to convert ideas into real and scalable machine learning
infrastructure products and applications, FedML may be a great
place for you.
Location
Our HQ is in Sunnyvale California. Preference is for someone local
who can be at our office regularly. Hybrid is ok.
How to apply
If you are interested, please apply via the link.
Keywords: FedML, Inc., Milpitas , Backend and Data Platform Software Engineer, IT / Software / Systems , Sunnyvale, California
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