bee-talents - AI Solution Architect | Gcore | Remote
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Requirements
• Infrastructure Skills: Proven track record deploying GPU clusters at scale, including multi-node, multi-GPU setups. • Automation Expertise: Hands-on with Ansible or similar configuration management tools; Terraform (IaC). • Orchestration & Scheduling: Strong familiarity with Kubernetes (K8s) and Slurm. • Programming: Proficient in Python / Go. • ML Proficiency: Solid understanding of ML ecosystems—models, tooling, and production deployment patterns. • Communication: Excellent verbal and written skills; ability to translate complex technical concepts for diverse audiences. • Experience deploying high-availability inference infrastructure for production AI workloads. • ML Ops Pipelines: Implement and optimize distributed training and inference pipelines with MLflow, REST APIs, and popular frameworks (PyTorch, TensorFlow, JAX). • Demonstrated ability to transition ML pipelines from proof-of-concept to robust, scalable production systems. • Familiarity with GitOps workflows, Docker, Helm charts, and CI/CD for ML. • Knowledge of Hugging Face transformers, Scikit-learn, and experiment tracking best practices.
Responsibilities
• Architect & Deploy: Design end-to-end GPU cluster architectures (on-premises and cloud) using Ansible, Terraform, Kubernetes, and Slurm. • Customer Engagement: Lead technical deep-dives, conduct workshops, and present solutions to stakeholders at all levels. • Automation & IaC: Build and maintain Infrastructure as Code modules to automate provisioning, scaling, and monitoring of GPU resources. • Documentation & Enablement: Produce whitepapers, runbooks, and training materials; host webinars and training sessions. • Feedback Loop: Partner with Gcore's engineering and product teams to relay customer insights and drive product enhancements.
Benefits
• At Gcore, we want you to do your best work and enjoy the journey. Our benefits are designed to support your growth, well-being, and life beyond work: • Flexible working hours and hybrid or remote options, depending on your role • Work from anywhere in the world for up to 45 days per year • Private medical insurance for you and your family* • Extra paid vacation and sick leave days* • Support for life’s important moments and celebrations • Language courses to help you connect and grow • Modern, welcoming offices with snacks, drinks, and entertainment* • Team sports and social activities* • Benefits may vary depending on your location.
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