MLOps Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
MLOps Engineer (AI): Building and maintaining the infrastructure for training, deploying, and monitoring machine learning models in production with an accent on CI/CD, observability, and GPU optimization. Focus on scaling model serving infrastructure across cloud regions and ensuring enterprise-grade reliability and federal compliance.
Location: Remote (Must be based in the US)
Company
is an AI-native engineering firm specializing in enterprise services and high-performance infrastructure for commercial and government agencies.
What you will do
- Build CI/CD pipelines for model training, evaluation, and deployment.
- Operate and scale model serving infrastructure across multiple cloud regions.
- Implement model monitoring, drift detection, and automated rollback systems.
- Manage GPU infrastructure, autoscaling, and cost optimization.
- Collaborate with security and compliance teams to meet enterprise and federal requirements.
Requirements
- Must be based in the US
- 3+ years of experience in MLOps, platform engineering, or SRE for ML systems.
- Production-level experience with Kubernetes.
- Hands-on experience with ML platforms such as Kubeflow, SageMaker, Vertex AI, or MLflow.
- Strong infrastructure-as-code skills using Terraform or Pulumi.
- Solid understanding of model serving patterns and GPU scheduling.
Nice to have
- Experience with vLLM, TensorRT-LLM, or Triton Inference Server in production.
- Experience managing multi-cluster GPU operations.
- Experience with FedRAMP, IL4/5, or other federal compliance programs.
Culture & Benefits
- Comprehensive insurance package: Medical, Dental, and Vision.
- 401(k) plan with a generous company match.
- Paid Time Off (PTO) and profit sharing.
- Access to AI productivity tools and training at no cost.
- Supportive management environment rooted in Veteran-owned company values.
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