AI Agent Engineer

MARKS IT Solutions is seeking a highly skilled AI Native Software Engineer to design, build, and deploy enterprise-scale AI-driven systems. The role involves developing intelligent agent-based architectures, integrating AI platforms, and delivering scalable cloud-native solutions while ensuring production readiness through monitoring and continuous improvement.

Responsibilities:

• Design and implement AI agents including RAG pipelines, orchestration workflows, tool/function invocation, and policy-based routing
• Build evaluation frameworks to measure accuracy, latency, and reliability of AI systems
• Implement observability, monitoring, and lifecycle management for AI agents
• Integrate with AI providers such as OpenAI, Anthropic, Vertex AI, and open-source models
• Develop abstraction layers to enable multi-model and multi-provider architectures
• Optimize model usage for performance, latency, and cost efficiency
• Develop scalable microservices-based systems using containers (Docker, Kubernetes)
• Implement serverless and event-driven architectures
• Build and maintain CI/CD pipelines and infrastructure as code using tools like Terraform and Helm
• Ensure production readiness with logging, monitoring, and fault-tolerant design
• Build and deploy AI-powered applications aligned with enterprise business workflows
• Integrate AI systems with existing platforms, services, and APIs
• Develop backend services and APIs supporting agent-based systems
• Define and execute testing strategies for AI systems
• Measure and monitor system performance including latency, throughput, accuracy, and cost
• Debug, troubleshoot, and optimize production systems