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Backend Engineer - Machine Learning jobs in United States
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Nutanix · 10 months ago

Backend Engineer - Machine Learning

Nutanix specializes in cloud software, offering organizations a single platform for running apps and data across clouds. They are currently looking for adept backend engineers to develop enterprise-ready large language model (LLM) services, focusing on AI adoption and low-touch deployment on distributed infrastructure.
Cloud ComputingEnterprise SoftwareSoftwareInformation TechnologyData CenterVirtualization
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Comp. & Benefits
badNo H1BnoteSecurity Clearance Requirednote

Responsibilities

Build production-grade LLM agents with a focus on high throughput, low latency, and enterprise security
Build, deploy, and manage enterprise AI applications in production
Develop data/ETL pipelines for training and fine-tuning LLMs
Lead the development of CI/CD pipelines on Jenkins-like platforms
Build monitoring and observability stacks for ML applications
Collaborate with internal teams on infrastructure setup, API integration, and improving internal developer productivity
Represent Nutanix in open-source LLM inference communities such as vLLM

Qualification

Large Language ModelsCloud PlatformsPythonKubernetesLLMOpsETL PipelinesCI/CD PipelinesMulti-GPU ParallelismC++GoCUDA ProgrammingOpen-source EcosystemVLLMPyTorch

Required

M.S. degree in Computer Science from a top-tier university
4–6 years of industry experience in large-scale ML application development on cloud-native platforms such as Kubernetes
1–2 years of industry experience in LLMOps, including cloud platforms such as AWS and GCP
Expertise in Python, especially with AI/ML libraries such as PyTorch
Expertise in LLM inference libraries such as vLLM
Strong programming skills in at least one systems-level programming language such as C++ or Go
Fluency with the open-source ecosystem, such as CNCF

Preferred

Experience with multi-GPU parallelism techniques such as data parallelism and model parallelism
Contributions to relevant open-source projects such as vLLM or Ollama
Experience with CUDA programming

Benefits

Sign-on bonus
Restricted stock units
Discretionary awards
Full range of medical benefits
Financial benefits
401(k) eligibility
Various paid time off benefits
Vacation
Sick time
Parental leave

Company

Nutanix specializes in cloud software, offering organizations a single platform for running apps and data across clouds.

Funding

Current Stage
Public Company
Total Funding
$1.9B
Key Investors
Bain Capital Private EquityFidelity,Wellington ManagementRiverwood Capital,Sapphire Ventures
2024-12-11Post Ipo Debt· $750M
2020-08-27Post Ipo Debt· $750M
2016-09-30IPO

Leadership Team

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Rajiv Ramaswami
President and CEO
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Rukmini Sivaraman
EVP and Chief Financial Officer
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Company data provided by crunchbase