At Signature Aviation, we are modernizing operations and customer experiences through advanced data platforms and artificial intelligence. We are seeking a Lead Cloud Engineer, AI Platforms to design, build, and operate the secure and scalable cloud infrastructure that powers next-generation AI and agentic systems across the enterprise.
In this role, you will lead the infrastructure architecture for AI platforms supporting multi-agent systems, large language models (LLMs), predictive analytics, and operational AI solutions. You will collaborate closely with AI engineers, data scientists, DevOps teams, and digital engineering teams to deliver reliable, scalable platforms that enable AI-driven capabilities across operations, commercial systems, and field environments.
ResponsibilitiesDesign and implement cloud infrastructure supporting LLM platforms, vector databases, and model inference pipelines
Build and operate scalable environments supporting agentic AI systems, predictive models, and enterprise AI applications
Support AI-driven operational use cases such as dynamic pricing, demand forecasting, and ramp capacity optimization
Implement and maintain MLOps pipelines supporting model training, deployment, monitoring, and lifecycle management
Develop Infrastructure-as-Code environments using tools such as Terraform to enable scalable and repeatable deployments
Optimize cloud performance, scalability, and reliability for AI and data workloads
Implement monitoring, logging, and observability platforms to ensure operational visibility and system performance
Collaborate with security and compliance teams to ensure data protection, platform security, and regulatory compliance
Enforce cloud governance, cost optimization, and operational resilience best practices
Design and support infrastructure for edge computing solutions that enable AI capabilities in field operations environments
Partner with engineering, data science, and platform teams to ensure seamless integration between AI infrastructure and enterprise systems
Minimum Education and/or Experience:
10+ years of experience in cloud engineering, platform engineering, or infrastructure architecture roles
Strong experience designing and operating containerized environments using Kubernetes and distributed systems architectures
Experience supporting infrastructure for AI, machine learning, or advanced data platforms
Experience supporting AI model deployment or inference platforms used in operational environments
Strong knowledge of cloud networking, security architecture, and reliability engineering practices
Bachelor’s degree in Computer Science, Engineering, or a related technical field
Preferred Qualifications
Experience supporting LLM platforms, vector databases, and modern AI application architectures
Familiarity with frameworks and tools such as LangChain, LlamaIndex, or Semantic Kernel
Experience integrating with foundation models such as OpenAI GPT, Claude, LLaMA, or Gemini
Experience supporting predictive analytics and data science platforms in production environments
Familiarity with authentication and security frameworks such as OAuth2 and RBAC
Experience supporting multimodal AI systems, including vision, speech, or structured data processing
Experience designing infrastructure for edge computing or field-based AI deployments
Familiarity with aviation, logistics, mobility, or other operational technology environments
Experience working in regulated industries such as aviation, logistics, finance, or hospitality
With more than 225 locations worldwide, Signature Aviation is the largest global network of private aviation terminals, delivering safe, convenient, and elevated experiences to those we serve. As a premier hospitality organization and a certified Great Place to Work™, we are committed to redefining private air travel. Our nearly 6,000-strong team of aviation experts and enthusiasts is dedicated to delivering excellence to our guests and communities, and it starts with taking care of our team. Signature provides a variety of benefits, programs, and resources to support our team members’ overall well-being and professional development. We proudly volunteer and give back, focusing on elevating the neighborhoods where we operate, empowering the next generation of aviation professionals, and supporting our veterans.
From your health to your financial wellness, there are several benefits for you and your family when joining Signature Aviation.
Our Benefits:
- Medical/prescription drug, dental, and vision Insurance
- Health Savings Account
- Flexible Spending Accounts
- Life Insurance
- Disability Insurance
- 401(k)
- Critical Illness, Hospital Indemnity and Accident Insurance
- Identity Theft and Legal Services
- Paid time off
- Paid Maternity Leave
- Tuition reimbursement
- Training and Development
- Employee Assistance Program (EAP) & Perks
Skills Required
- 10+ years of experience in cloud engineering
- Strong experience with containerized environments and Kubernetes
- Experience supporting AI model deployment or infrastructure
- Strong knowledge of cloud networking and security
- Bachelor's degree in Computer Science or a related field
Signature Aviation Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Signature Aviation and has not been reviewed or approved by Signature Aviation.
-
Healthcare Strength — Core medical, dental, and vision coverage is described as solid, with HSA/FSA options and protections like life and disability insurance. An Employee Assistance Program and wellness initiatives reinforce the health and wellbeing support.
-
Retirement Support — A 401(k) retirement plan is a consistent component of the package. Retirement benefits are presented as dependable and broadly available.
-
Leave & Time Off Breadth — Paid time off includes vacation, sick days, paid holidays, military leave, and bereavement leave. Some roles note the ability to carry over vacation time.
Signature Aviation Insights
What We Do
Signature Aviation is the world’s preeminent aviation hospitality company, offering exceptional experiences and essential support services to business and private aviation guests. The company’s large-scale infrastructure footprint enables travel, fosters human connection and is a critical global economic driver. Signature operates an industry-leading network of private aviation terminals, with over 200 locations covering key destinations in 27 countries across five continents and is the largest distributor of sustainable aviation fuel (SAF). The company also offers nearly 15 million square feet of carbon neutral multiuse office and hangar real estate globally, providing unique networkwide benefits and advantages to guests who base their aircraft at a Signature location. For more information, please visit www.signatureaviation.com.
