ML Infrastructure Engineer
חסוי
פורסם לפני 1 ימים
- תל אביב - יפו
- משרה מלאה
- לא צוין שכר
תיאור המשרה:
o Architect, develop and maintain internal AI/ML infrastructure components, frameworks, and offerings
o Architect, develop and maintain AI/ML solutions for customers in cloud environments
o Help customers architect, develop and maintain their own AI/ML solutions in cloud environments
o Implement CI/CD pipelines which include application tests, security tests, and gates
o Implement availability, security, performance monitoring, and alerting of AI/ML solutions
o Automate data resiliency and replication for AI/ML models
o Manage multiple environments and promote code between them
o Automate systems configuration and orchestration using tools such as Terraform, Chef, Ansible, or Salt
o Automate creation of machine images and containers
o Architect, develop and maintain AI/ML solutions for customers in cloud environments
o Help customers architect, develop and maintain their own AI/ML solutions in cloud environments
o Implement CI/CD pipelines which include application tests, security tests, and gates
o Implement availability, security, performance monitoring, and alerting of AI/ML solutions
o Automate data resiliency and replication for AI/ML models
o Manage multiple environments and promote code between them
o Automate systems configuration and orchestration using tools such as Terraform, Chef, Ansible, or Salt
o Automate creation of machine images and containers
דרישות המשרה:
o 6+ years of experience designing and supporting production cloud environments
o Experience consulting with customers to develop AI/ML solutions
o Experience developing collaboratively, including infrastructure as code, preferably in Python
o Systems engineering knowledge, including understanding of Linux, security, and networking
o Cloud templating tools such as Terraform
o Experience with AI/ML frameworks (e.g., TensorFlow, PyTorch)
o Experience with distributed computing tools (e.g., Ray, Dask)
o Experience with model serving tools (e.g., vLLM, KFServing)
o Experience with building, monitoring, and alerting on logs and metrics
o Cloud Networking including connectivity, routing, DNS, VPCs, proxies, and load balancers
o Cloud Security including IAM, Certificate Management, and Key Management
o Excellent written and verbal communications
o Excellent troubleshooting and analytical skills
o Self-starter able to execute independently, on a deadline, and under pressure
o Experience consulting with customers to develop AI/ML solutions
o Experience developing collaboratively, including infrastructure as code, preferably in Python
o Systems engineering knowledge, including understanding of Linux, security, and networking
o Cloud templating tools such as Terraform
o Experience with AI/ML frameworks (e.g., TensorFlow, PyTorch)
o Experience with distributed computing tools (e.g., Ray, Dask)
o Experience with model serving tools (e.g., vLLM, KFServing)
o Experience with building, monitoring, and alerting on logs and metrics
o Cloud Networking including connectivity, routing, DNS, VPCs, proxies, and load balancers
o Cloud Security including IAM, Certificate Management, and Key Management
o Excellent written and verbal communications
o Excellent troubleshooting and analytical skills
o Self-starter able to execute independently, on a deadline, and under pressure
מאפייני משרה:
עבודה היברידית
מעבר למשרות דומות בתחומים:
משרה מספר 9267990
המשרות באתר מיועדות לנשים וגברים כאחד