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Rational Dynamics
Rational Dynamics
1 – 10 Angajați
B2BInteligență artificială
Rational Dynamics este o companie de inteligență artificială care deservește clienți din mediul de afaceri prin sisteme de raționament personalizate și metode de inteligență artificială agentică pentru sarcini cognitive complexe. Activitatea sa combină cercetarea și infrastructura tehnică din domeniile inteligenței artificiale și al învățării automate, statisticii și ingineriei sistemelor, fiind susținută de echipe colaborative axate pe dezvoltarea unor soluții avansate de inteligență artificială pentru întreprinderi.
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Locurile de muncă ale companiei

Senior Infrastructure Engineer (Hybrid, California)

Deploy and operate AI reasoning systems across client cloud environments. Own Kubernetes, cloud infrastructure, MLOps, security, and reliability for regulated institutional investors.

USStatele Unite ale AmericiiCACaliforniaHibridNormă întreagăSeniorLimbă Obligatorie: englezăInginer de infrastructură
AirflowAWSAzureCloudGoGoogle Cloud PlatformKubernetesOraclePostgresPythonTerraform

Descriere

  • Deploy a cloud-native platform across AWS, GCP, and Azure client environments, including multi-region and data-residency configurations
  • Address security and architecture questions from client IT teams
  • Co-own AWS and GCP infrastructure, including EKS, Aurora PostgreSQL, Cloud Run, networking, IAM, secrets management, and GitOps delivery
  • Operate the research platform for evaluation and training with proprietary, open-source, and managed services such as Vertex AI, SageMaker, and Bedrock, supported by GPU compute and storage
  • Build CI/CD pipelines, observability, and alerting that support daily releases and identify issues before clients do
  • Create rapid prototypes and strengthen existing prototypes for production use
  • Provide Forward Deployed Engineers with tooling for comparable work in client environments
  • Contribute to compliance and security initiatives by ensuring audit evidence reflects platform operations
  • Support platform engineering, MLOps, and internal generative AI tooling
  • Manage infrastructure as code with Terraform
  • Document infrastructure trade-offs and monitor reliability, uptime, and cost
  • Work with product, engineering, and science teams across client deployments, the internal platform, and research infrastructure

Cerințe

  • At least 7 years of experience designing and operating production cloud infrastructure, including 5 or more years at senior level or above
  • Deep expertise in AWS or GCP, with hands-on experience using both
  • Strong Kubernetes, Terraform, and CI/CD experience, including GitOps with ArgoCD or a comparable tool
  • Experience with cloud networking and security, including VPCs, private connectivity, IAM, zero-trust access, encryption, secrets management, and multi-region deployments with data-residency requirements
  • Experience deploying systems into enterprise customer clouds in finance, healthcare, defense, or another regulated sector
  • Experience operating within SOC 2, ISO 27001, PCI DSS, or a comparable control framework
  • Experience building foundational infrastructure at an early-stage company or owning infrastructure end to end on a small team
  • Proficiency in Python and Bash for automation, plus daily use of agentic coding tools such as Claude Code
  • Ability to explain designs and trade-offs clearly to engineers, scientists, and client security teams while adapting to changing priorities
  • Preferred: Experience with Azure or Oracle Cloud
  • Preferred: Experience with machine learning and GPU infrastructure
  • Preferred: Experience building infrastructure for LLM and agent systems
  • Preferred: Experience with workflow tools such as Temporal, Airflow, Argo Workflows, or Tekton
  • Preferred: Full-stack or agentic application development experience, or research experience in machine learning or reinforcement learning
  • Preferred: Go or another systems programming language
  • Preferred: Demonstrated experience operating production systems against reliability and uptime targets
  • Legally authorized to work in the United States

Beneficii

  • Potential referral bonus of $7,500 to $15,000 when a referred candidate is hired by Rational Dynamics and remains employed

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