The Role
Build and operate on-premises infrastructure for containerized AI/ML services. Responsibilities include Kubernetes orchestration, infrastructure automation, CI/CD and GitOps pipelines, observability with Prometheus and Grafana, resilient high-availability infrastructure, and collaboration with mission stakeholders, data scientists, and system administrators. The role supports reliable delivery of mission-critical AI capabilities and may involve model-serving technologies, service meshes, SIGINT systems, and CNO operations.
Summary Generated by Built In
Belay Technologies has been voted Baltimore Business Journal's (BBJ) Best Places to Work 2026!
Belay Technologies is seeking a Software Engineer to join our intel team. You will act as a Software Engineer with a focus on DevOps, platform engineering, and infrastructure automation for a high-impact mission delivering AI/ML capabilities to end users. Your work will center on building reliable, scalable infrastructure and deployment pipelines rather than application development, ensuring continuous availability of mission-critical services through infrastructure-as-code, containerization, and orchestration. You will implement comprehensive observability and monitoring solutions that track system health and user usage patterns. Collaborating with data scientists and system administrators, you will own the platform layer that enables rapid, resilient delivery of AI technologies to the mission.
Responsibilities:
- Deploy and manage containerized AI/ML services using Kubernetes in on-premises environments.
- Interact with mission stakeholders to elicit requirements and devise solutions.
- Implement observability and monitoring solutions using Prometheus, Grafana, and related tooling to track system health and usage metrics.
- Build and maintain CI/CD pipelines and infrastructure-as-code to enable reliable, automated deployment of platform services.
- Design and implement resilient infrastructure patterns to ensure high availability and performance of mission-critical capabilities.
- Collaborate with stakeholders to translate operational and reliability requirements in platform engineering solutions.
Candidates should have the following qualifications:
- TS/SCI Clearance with polygraph
- 12 yrs., B.S. in a technical discipline or 4 additional yrs. in place of B.S.
Candidates are required to have the following skills:
- Experience deploying and managing services in on-premises infrastructure environments.
- Service containerization and orchestration with Docker/Kubernetes in production environments.
- Experience with observability and monitoring tools such as Prometheus, Grafana, or equivalent platforms.
- Knowledge of CI/CD pipelines, GitOps workflows
- Service containerization and deployment with Docker/Kubernetes.
- Experience with version control (git).
- Atlassian Tools (Jira, Confluence).
Candidates are desired to have the following skills:
- Experience with model serving technologies (vLLM, TorchServe, TensorFlow Serving, Triton Inference Server).
- Knowledge of AI infrastructure tools and frameworks (LiteLLM, Bifrost, Ray, Ollama).
- Knowledge of service mesh technologies (Istio, Linkerd) or advanced Kubernetes patterns.
- Awareness of current AI/ML landscape including emerging models, capabilities, and applicability to different use cases.
- Knowledge of end-to-end SIGINT collection and analysis systems.
- Experience with production CNO capabilities and operations.
Perks and Benefits:
- 8 weeks paid leave - 4 weeks of personal leave, 3 Yay! days, take off on your birthday,11 paid holidays and optional leave up to 6 days through Belay's volunteer program
- 10% matching in 401(k) contributions vested on day one
- $5,000 annual training/tuition
- Student Loan Repayment Program
- 100% company-funded HSA
- Rich medical coverage (100% coinsurance)
- Dental coverage including orthodontia
- Up to $420,000 in life insurance, premiums 100% company funded
- Amazon Prime, gym reimbursement, monthly lunches, games and prizes
- Pet adoption program, generous referral bonus program, fun events, and more!
At Belay, we are committed to creating an environment where you can thrive both professionally and personally. We believe in transparency and fairness in compensation. Several factors influence final salary including, but not limited to, geographic location, Federal Government contract labor categories and contract wage rates, relevant prior work experience, education, specific skills and competencies and certifications. Belay offers a competitive total compensation package that includes benefits and perks, a flexible work-life balance, and career development.
Salary Range: $190,000 to $240,000
Belay Technologies is a certified Service-Disabled Veteran-Owned Small Business located in Columbia, Maryland (Baltimore/Washington area). Belay Technologies specializes in systems automation and full stack development. Belay Technologies provides leading technology and engineering solutions to the DoD, as well as state-of-the-art commercial products. We hire software engineers, web designers, test engineers, systems engineers, systems administrators, database engineers and other tech services. We are an Equal Opportunity Employer. Employment decisions are made without regard to race, color, religion, national origin, gender, sexual orientation, gender identity, age, physical or mental disability, genetic factors, military/veteran status or other characteristics protected by law.
Skills Required
- TS/SCI clearance with polygraph
- 12 years of experience, a bachelor's degree in a technical discipline, or four additional years of experience in place of the degree
- Experience deploying and managing services in on-premises infrastructure environments
- Production experience with Docker service containerization and Kubernetes orchestration
- Experience with observability and monitoring tools such as Prometheus and Grafana
- Knowledge of CI/CD pipelines and GitOps workflows
- Experience with version control using Git
- Experience with Atlassian tools, including Jira and Confluence
- Experience with model-serving technologies such as vLLM, TorchServe, TensorFlow Serving, or Triton Inference Server
- Knowledge of AI infrastructure tools and frameworks such as LiteLLM, Bifrost, Ray, or Ollama
- Knowledge of service mesh technologies such as Istio or Linkerd, or advanced Kubernetes patterns
- Awareness of the current AI/ML landscape and emerging models
- Knowledge of end-to-end SIGINT collection and analysis systems
- Experience with production CNO capabilities and operations
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The Company
What We Do
Belay Technologies, Inc. is a certified Service Disabled Veteran Owned Small Business (SDVOSB) located in the Baltimore-Washington area providing technology and engineering services to the Department of Defense (DoD) and expanding into the commercial market. Belay Technologies specializes in technical IT services including; software development, virtualization, systems administration, networking, and testing. Belay continues to expand, and we are always seeking top talent. Belay is more than just a company.....It's a culture. With our work hard, play hard edge and a family-like feel, our employees feel at home with Belay. We are a laid back, fun, innovative team that gets together monthly for lunches, enjoys company parties, bbq's and fun adventures together, and joins in volunteer and charity events as a socially aware company.
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