Rackner
MLOps Engineer — AI/ML Systems Deployment (TS/SCI Preferred)
Dayton, OH
No sponsorshipDetected 23 days ago
TypeScriptPythonDistributed SystemsDockerKubernetesCI/CDPrometheusGrafanaMachine LearningAirflowNLPComputer VisionLLMsMLOpsA/B TestingSystems EngineeringResearchCommunication
About the role
- This is not a research role-this is where models become reliable, repeatable, auditable systems that run in real-world conditions.
Responsibilities
- Support batch and real-time inference architectures
- Own the ML Lifecycle
- Build and operate production-grade ML pipelines
- Support model versioning, lineage, reproducibility, and lifecycle governance
- Build Cloud-Native ML Infrastructure
- Deploy and support Kubernetes-based ML workloads
- Support CI/CD, automation, and repeatable deployment patterns for AI/ML systems
- Support observability using tools such as Prometheus, Grafana, OpenTelemetry, or similar
- Support Secure and Constrained Environments
- Support limited compute, restricted data, degraded connectivity, and other operational constraints
Requirements
- Familiarity with Kubernetes or cloud-native environments
- Ability to operate in a CAC-enabled or secure environment
- U.S. citizenship required
Nice to have
- Active TS/SCI clearance
- Active Secret clearance with eligibility for upgrade
- Familiarity with ML lifecycle tools such as MLflow, Kubeflow, Airflow, Argo, ClearML, or similar
- Background in model serving, inference APIs, or deploying ML systems in production
- Hands-on work with Kubernetes-based ML workloads
- Knowledge of observability and monitoring tools such as Prometheus, Grafana, or OpenTelemetry
- Experience in DoD, defense, intelligence, regulated, or mission-critical settings
- Work in edge, offline, air-gapped, low-bandwidth, D-DIL, or limited-compute environments
Skills
- Start timelines and work scope may vary depending on clearance status and program requirements
Benefits
- Highly competitive PTO
- Comprehensive Medical, Dental, Vision coverage
- Life Insurance + Short & Long-Term Disability
- Home office & equipment plan
Company info
- Rackner is a software consultancy that builds cloud-native solutions for startups, enterprises, and the public sector.
- We are an energetic, growing team focused on solving complex problems through:
- Distributed systems
- DevSecOps
- Cloud-native architecture
- Our approach is cloud-first, cost-effective, and outcome-driven, delivering systems that scale and perform in real-world environments.
Visa & Work Authorization
- citizenship required
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This listing is sourced directly from Rackner's careers page and normalized into a canonical job model.