AI Platform Engineer

Platform Engineer – 3 days onsite in Irving, Phoenix, NJ or Charlotte

Mainz Brady Group is seeking an AI Platform Engineer with strong experience in supporting and automating AI/GenAI workloads in production. This role involves managing data pipelines, observability, and deployment of predictive AI systems across cloud environments.

• • Hands-on experience with vector databases like Elasticsearch or Similar
  • Understanding of similarity search, indexing strategies, and embedding management
  • Understanding the enterprise DR solutions with backup and restore hands on experience 

• • Strong command-line skills for debugging, automation, and deployment
  • Experience with shell scripting and system-level monitoring

• • Proficient and hands on experience with building an  automation scripts
  • Knowledge about Python for building AI models, data pipelines, and OpenAI

• • Experience supporting predictive AI workloads in production environments
  • Ability to troubleshoot complex issues across data ingestion, model inference, and deployment layers
  • Familiarity with CI/CD pipelines and containerization (Docker, Kubernetes)
  • Able to provide the support for existing predictive and GenAI data pipelines as per the roster ( 1 Week support expected for every 6 to 8 weeks)

• Ability to define and implement observability strategies for AI systems
• Experience with tools like Splunk,  Grafana, ELK stack, or OpenTelemetry
• Proactive monitoring of model failures, latency, and system health

• Multi cloud experience (GCP and Azure)
• Exposure to full-cycle data science projects: problem definition, data exploration, modeling, evaluation, and Training, scoring, operationalize the models
• Understanding of MLOps principles and model lifecycle management
• Collaboration with data scientists to understand the use cases and help them to deploy solutions