Site Reliability Engineer

🕒 il y a 1 mois

🗽 New York – Distant

🗽 New York – Remote

⏰ Temps Plein

🟠 Senior

🔴 Expert

⛑ Ingénieur DevOps & SRE

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Mistral AI

Site WebLinkedInTous les Emplois

11 - 50 employés

Des modèles de langage rapides, open source et sécurisés. Spécialisation facilitée des modèles sur des cas d'usage métier, en s'appuyant sur des données privées et des retours d'usage.

Description

• Balance the day-to-day operations on production systems with long-term software engineering improvements to reduce operational toil and foster the reliability, availability, and performance of these systems. • Design, build, and maintain scalable, highly available and fault-tolerant infrastructures to support our web services and ML workloads. • Make sure our platform, inference and model training environments are always highly available and enable seamless replication of work environments across several HPC clusters. • Operate systems and troubleshoot issues in production environments (interrupts, on-call responses, users admin, data extraction, infrastructure scaling, etc.). • Implement and improve monitoring, alerting, and incident response systems to ensure optimal system performance and minimize downtime. • Implement and maintain workflows and tools (CI/CD, containerization, orchestration, monitoring, logging and alerting systems) for both our client-facing APIs and large training runs. • Participate occasionally in on-call rotations to respond to incidents and perform root cause analysis to prevent future occurrences. • Drive continuous improvement in infrastructure automation, deployment, and orchestration using tools like Kubernetes, Flux, Terraform. • Collaborate with AI/ML researchers to develop and implement solutions that enable safe and reproducible model-training experiments. • Build a cloud-agnostic platform offering an abstraction layer between science and infrastructure. • Design and develop new workflows and tooling to improve to the reliability, availability and performance of our systems (automation scripts, refactoring, new API-based features, web apps, dashboards, etc.). • Collaborate with the security team to ensure infrastructure adheres to best security practices and compliance requirements. • Document processes and procedures to ensure consistency and knowledge sharing across the team. • Contribute to open-source projects, research publications, blog articles and conferences.

🎯 Exigences

• Master’s degree in Computer Science, Engineering or a related field • 7+ years of experience in a DevOps/SRE role • Strong experience with cloud computing and highly available distributed systems • Exposure to site reliability issues in critical environments (issue root cause analysis, in-production troubleshooting, on-call rotations...) • Experience working against reliability KPIs (observability, alerting, SLAs) • Hands-on experience with CI/CD, containerization and orchestration tools (Docker, Kubernetes...) • Knowledge of monitoring, logging, alerting and observability tools (Prometheus, Grafana, ELK Stack, Datadog...) • Familiarity with infrastructure-as-code tools like Terraform or CloudFormation • Proficiency in scripting languages (Python, Go, Bash...) and knowledge of software development best practices • Strong understanding of networking, security, and system administration concepts • Excellent problem-solving and communication skills • Self-motivated and able to work well in a fast-paced startup environment • Your application will be all the more interesting if you also have: • experience in an AI/ML environment • experience of high-performance computing (HPC) systems and workload managers (Slurm) • worked with modern AI-oriented solutions (Fluidstack, Coreweave, Vast...)

🏖️ Avantages

• 💰 Competitive salary and equity • 🚑 Healthcare: Medical/Dental/Vision covered for you and your family • 👴🏻 401K : 6% matching • 🏝️ PTO : 18 days • 🚗 Transportation: Reimburse office parking charges, or $120/month for public transport • 🏀 Sport: $120/month reimbursement for gym membership • 🥕 Meal stipend: $400 monthly allowance for meals • 🌎 Visa sponsorship • 🤝 Coaching: we offer BetterUp coaching on a voluntary basis