AI Engineer

Role: AI Engineer

Location: Plano TX

Go Python Java Terraform C2 S3 Terraform/CloudFormation Lambda DynamoDB Troubleshooting Skills - 5 years:

Systematic debugging

Log analysis

Performance profiling

Incident response

Prompt Engineering - 2 years:

Prompt Design: effective prompts for different personas tasks schema & models Few-shot & Zero-shot Learning: guide model behaviors Tool use integration: prompt to interact with APIs Databases and external tools Building AI Agents - 2 years:

Agent Frameworks: langchain autogen crewai MCP etc.

Memory & Context Management: long-term memory RAG Tool Use & Planning: Integrating external tools (API/DB) multi-step reasoning task decomposition State management: goal tracking actions outcomes LLM Integration: using common open and closed models (OpenAI Gemini Anthropic Llama etc.) Evaluation & safety: testing agent behavior fail-safes ethical constraints

Security: input sanitization sensitive data handling prompt injection projection scoped permissions logging rate limiting

Bedrock Bedrock Agents IAM policies roles KMS secrets manager

Role Descriptions: Troubleshooting Skills 5 years:Systematic debuggingLog analysisPerformance profilingIncident responsePrompt Engineering 2 years:Prompt Design: effective prompts for different personas tasks schema & modelsFew-shot & Zero-shot Learning: guide model behaviorsTool use integration: prompt to interact with APIs Databases and external toolsBuilding AI Agents 2 years:Agent Frameworks: langchain autogen crewai MCP & Context Management: long-term memory RAGTool Use & Planning: Integrating external tools (API/DB) multi-step reasoning task decompositionState management: goal tracking actions outcomesLLM Integration: using common open and closed models (OpenAI Gemini Anthropic Llama etc.)Evaluation & safety: testing agent behavior fail-safes ethical constraintsSecurity: input sanitization sensitive data handling prompt injection projection scoped permissions logging rate limiting