Storage & Backup Management Lead managing SAN/NAS storage and backup platforms at Avenga. Overseeing incident response, collaboration, and compliance with data retention and regulatory requirements.
About the role
- Senior Infrastructure Software Engineer designing scalable ML inference systems at Baseten. Leading initiatives for high-performance deployment and monitoring of machine learning models.
Responsibilities
- Design and architect scalable infrastructure systems for our ML inference platform
- Lead optimization of Kubernetes deployments for efficient, cost-effective model serving
- Drive enhancements to our inference orchestration layer for complex model deployments
- Define monitoring strategies for model performance, latency, and resource utilization
- Develop advanced solutions for GPU capacity management and throughput optimization
- Establish infrastructure automation standards to streamline ML deployment workflows
- Partner with other engineers to translate complex inference requirements into technical solutions
- Make critical architectural decisions balancing performance with system reliability
- Lead technical discussions and mentor junior engineers on infrastructure best practices
- Contribute to long-term technical strategy and infrastructure roadmap
Requirements
- Bachelor's degree or higher in Computer Science or related field
- 5+ years experience building production infrastructure systems
- Expert-level proficiency in Go, with Python experience a plus
- Deep expertise with Kubernetes in production environments
- Extensive experience with major cloud providers (AWS, GCP) and neo-cloud providers (Crusoe, DigitalOcean, Nebius) a plus.
- Advanced understanding of distributed systems concepts and performance tuning
- Proven experience designing observability systems
- Track record of leading technical initiatives and mentoring engineers
- Experience with ML/AI workloads and MLOps platforms highly valued
Benefits
- Competitive compensation, including meaningful equity.
- 100% coverage of medical, dental, and vision insurance for employee and dependents
- Generous PTO policy including company wide Winter Break (our offices are closed from Christmas Eve to New Year's Day!)
- Paid parental leave
- Company-facilitated 401(k)
- Exposure to a variety of ML startups, offering unparalleled learning and networking opportunities.
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