Kumo · 4 months ago
Software Engineer - Infrastructure
Mountain View, CA
Full-time
Hybrid
Senior Level
5+ years expKumo is a company reinventing how enterprises extract value from their data investments through an innovative AI platform. As an Infrastructure Engineer, you will design and build scalable distributed systems that integrate data warehouses with ML workflows, addressing complex technical challenges and ensuring enterprise-grade performance.
Artificial Intelligence (AI)Big DataBusiness IntelligenceMachine LearningSaaS
Responsibilities
Design and implement the core architecture of our distributed training and inference systems that can handle enterprise-scale data
Craft elegant integration points between data warehouses, ML processing engines, and our proprietary Graph Neural Network technology
Build sophisticated orchestration systems that optimize computational resources while ensuring reliability and restartability
Develop clean APIs and abstractions that decouple system components for rapid parallel development
Create scalable, cloud-native infrastructure that grows with our customers' needs while maintaining performance
Collaborate directly with customers to refine and iterate on real-world deployments
Qualification
Required
Strong foundation in computer science (BS required)
5+ years of software development experience
Deep understanding of distributed systems design principles
Proficiency in languages like Python, Java or C++
Problem-solving mindset with ability to tackle novel challenges in uncharted territory
Preferred
MS/PhD in computer science
Experience with cloud distributed storage, databases, and file systems (AWS, Azure)
Track record building and scaling microservices architectures
Knowledge of ML frameworks like PyTorch or TensorFlow, especially inference serving at scale
Contributions to open-source projects in distributed systems or data processing
Understanding of ML fundamentals, especially in enterprise applications
Experience designing systems that elegantly handle failure modes and restarts
Benefits
Stock
Competitive Salaries
Medical Insurance
Dental Insurance
Company
Kumo
Kumo is an AI model company that provides a platform for anyone to train and run state-of-the-art AI models on their relational data.
51-200 employees
H1B Sponsorship
Kumo has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (8)
2024 (3)
2023 (3)
2022 (2)
Funding
Current Stage
Growth StageTotal Funding
$36.5MKey Investors
Sequoia Capital
2022-09-27Series B· $18M
2022-04-07Series A· $18.5M
Leadership Team
Dong Wang
Founding Engineer, Engineering Leader - Product Engineering
Recent News
2025-12-02
Company data provided by crunchbase