The ML Application Builder for data scientists.
machine learning • developer tools • software engineering • artificial intelligence
6 days ago
🏢 In-office - San Francisco
The ML Application Builder for data scientists.
machine learning • developer tools • software engineering • artificial intelligence
• Are you passionate about building robust, scalable infrastructure that powers cutting-edge machine learning applications? • Lead, manage, and mentor the infrastructure engineering team responsible for building the backbone of Baseten’s ML platform. • Define and drive the technical strategy for infrastructure, ensuring performance, security, and scalability of core systems. • Collaborate closely with ML teams and cross-functional stakeholders to ensure smooth integration of models into production environments. • Design and implement scalable infrastructure solutions, including CI/CD pipelines, container orchestration, and cloud infrastructure (AWS, GCP, etc.). • Dive deep into performance optimization of our systems, identifying and addressing bottlenecks to improve overall infrastructure efficiency. • Own end-to-end project management for infrastructure initiatives, from planning and execution to monitoring and maintenance. • Promote engineering best practices and a culture of continuous improvement within the team.
• Bachelor’s, Master’s, or Ph.D. in Computer Science, Engineering, or related field. • 5+ years of professional experience in infrastructure or software engineering, with at least 2 years in a technical leadership role. • Expertise in infrastructure design, including containerization (Docker), orchestration (Kubernetes), and cloud platforms (AWS, GCP). • Strong experience with CI/CD pipelines, infrastructure as code (Terraform, Ansible), and monitoring systems. • Solid understanding of networking, security, and high-availability infrastructure design. • Experience managing and scaling infrastructure for machine learning or similar high-performance workloads. • Proven track record of leading teams and delivering large-scale, production-level infrastructure solutions. • Excellent problem-solving skills and the ability to drive technical projects from idea to completion.
• Competitive compensation package (Unlimited PTO, 401k, covered healthcare premiums). • Opportunity to lead a talented infrastructure team in one of the most exciting engineering fields. • An inclusive and supportive work culture that fosters growth and continuous learning. • Exposure to cutting-edge ML infrastructure technologies and collaboration with top-tier ML teams and organizations.
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