Infrastructure Engineer

Bayesian Health

$90K — $130K *
US-AnywhereRemote in United States
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years of experience in cloud infrastructure (AWS) roles such as DevOps or Infrastructure Engineer.
  • Proficient with Kubernetes, particularly EKS for cluster bootstrapping and operations.
  • Strong understanding of relational databases, especially PostgreSQL/MySQL.
  • Deep expertise in Terraform for infrastructure as code.
  • Familiarity with observability tools, notably Datadog.
  • Experience securing infrastructure with sensitive data (PHI/PII).
  • Knowledge of CI/CD pipelines, ideally CircleCI.
  • Excellent communication and collaboration skills with cross-functional teams.

Responsibilities

  • Design cost-optimized, fault-tolerant infrastructure for scale to support product expansion.
  • Streamline development and deployment through a robust CI/CD pipeline using GitHub.
  • Establish and promote infrastructure best practices and templates to educate team members.
  • Continuously monitor system performance and collaborate on performance optimization.
  • Partner with SecOps to implement security best practices and comply with regulations.
  • Architect and build a secure AI Ops platform for managing AI/ML agents.

Benefits

  • Opportunity to work in a rapidly growing startup focused on proactive healthcare solutions.
  • Contribute to the development of innovative clinical AI/ML modules and technologies.
  • Collaborative work environment with a dedicated focus on team education and infrastructure best practices.
Full Job Description
In Brief
  • We're a rapidly growing startup on a mission to make healthcare proactive by empowering physicians, nurses, and care team members with real-time data to save lives.
  • You will build and maintain the infrastructure for the Bayesian platform and develop CI/CD to enable other team members such as software engineers, data scientists, etc. to accelerate their development will drive expansion of our clinical AI/ML module offerings, health system enterprise-wide implementations, and revenue growth.
What you'll do

As an Infrastructure Engineer, you will build and maintain the networking and infrastructure for the Bayesian platform and develop CI/CD pipelines to enable other team members such as software engineers, data scientists, etc. to accelerate their development. This role is crucial to drive expansion of our clinical AI/ML module offerings, health system enterprise-wide implementations, and revenue growth.

Responsibilities
  • Design cost-optimized, fault-tolerant infrastructure for scale: Propose enhancement to our infrastructure design to enable us to expand our client base and deploy new products on our platform while managing cloud costs and ensuring reliability.
  • Streamline development and deployment: Define a branching and promotion strategy that allow us to comply with the regulatory change control process. Build and maintain CI/CD pipelines using GitHub for automated testing and deployment.
  • Establish and evangelize infrastructure best practices: Create infrastructure guidelines and templates such as Terraform modules, and educate team members in leveraging them.
  • Infrastructure support and maintenance: Continuous monitoring of system performance and reliability, and apply software upgrades accordingly. Collaborate with other team members in troubleshooting infrastructure issues and optimize performance.
  • Secure infrastructure: Partner with SecOps engineer to implement security best practices complying with HIPAA, HITRUST, FDA, and client requirements.
  • AI Ops Platform Architecture: Architect and build a secure, internal AI Ops platform to safely host and manage AI/ML agents for infrastructure and DevOps optimization.
Minimum qualifications
  • 5+ years of experience building and operating production cloud infrastructure on AWS as a DevOps, Infrastructure, Site Reliability Engineer, or similar role.
  • Proficient with Kubernetes, preferably with EKS, including cluster bootstrapping and day-2 ops.
  • Strong operational knowledge of relational databases such as PostgreSQL/MySQL (backups, failover, performance tuning).
  • Deep expertise in Terraform (or equivalent IaC) and an eye for building clean and scalable modules.
  • Familiarity with observability tools, particularly the Datadog
  • Experience building infrastructure with sensitive data that contains PHI/PII.
  • Knowledge of CI/CD pipelines, preferably with CircleCI
  • Excellent communication skills and a proven ability to collaborate with cross-functional teams (e.g., engineering, data science) to translate requirements into robust technical solutions.
  • Experience handling ambiguity and uncertainty in a startup.
Preferred qualifications
  • Experience with using AI agents to optimize infrastructure management or DevOps workflows.
  • Experience with disaster recovery or business continuity plans.
  • Experience with multi account, multi cluster topologies.
  • Experience building systems in healthcare, life sciences, or similarly regulated industries
  • Chaos engineering or game-day facilitation.
  • Experience implementing and maintaining a GitOps framework.


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