Qualifications
Responsibilities
Design, build, and operate MLOps pipelines supporting the complete ML lifecycle (training, validation, deployment, monitoring).
Enable production workloads for AI/ML and Generative AI systems, including LLM-based services.
Develop and maintain CI/CD pipelines for AI/ML services and supporting infrastructure.
Build and manage cloud-native infrastructure on AWS, with significant use of Kubernetes and containerized workloads.
Automate infrastructure provisioning and configuration using Infrastructure as Code (Terraform).
Implement model versioning, experiment tracking, and artifact management across environments.
Ensure reliability, scalability, observability, and cost efficiency of AI platforms.
Collaborate with AI/ML engineers to operationalize models and standardize deployment patterns.
Implement monitoring and alerting for system health, model performance, and drift.
Enforce security, compliance, and best practices across all platforms.
About the job
About the Role
The Platform Infrastructure team at iCapital Network is essential in maintaining the seamless, secure, and reliable operation of both production and development environments. This position utilizes advanced cloud technologies to enhance the Platform Infrastructure strategy, focusing on market agility and lean operating principles, with a strong commitment to quality that meets the growing demands of our clients.
We are in search of collaborative, innovative, and intellectually curious MLOps/DevOps Engineers who possess extensive knowledge in machine learning operations, cloud infrastructure, CI/CD automation, Kubernetes, and security. The role requires hands-on experience in designing, building, and managing scalable DevOps and enterprise-grade MLOps platforms, which encompasses model lifecycle automation, observability, and governance.
As a Platform Engineer, you will engage in a multifaceted role, closely collaborating with engineering, security, data, and business teams to deliver secure, reliable, and highly automated platforms that support both application and machine-learning workloads.
About iCapital Network
iCapital Network is a pioneering financial technology firm that is redefining the investment landscape through innovative solutions and a dedicated focus on client success. We leverage the power of technology to deliver sophisticated financial products and services that empower investors and advisors alike.