Skill Area
Requirement
Overall Experience
10+ years in enterprise software or application development.
Generative AI
Hands-on delivery experience with LLM-based applications and production GenAI use cases.
Prompt Engineering
Strong knowledge of system prompts, few-shot prompting, prompt optimization, context management, and structured outputs.
Java / Spring
Strong hands-on experience with Java, Spring Boot, REST APIs, and microservices.
OpenAI / Azure AI
Experience integrating OpenAI APIs, Azure OpenAI, Azure AI services, or Azure AI Foundry.
RAG
Experience with embeddings, vector search or vector databases, retrieval, grounding, and document processing.
Frontier Models
Ability to integrate and evaluate modern frontier AI models and model APIs.
Oracle
Working experience with Oracle, SQL, data-access layers, and enterprise persistence patterns.
Security
Understanding of AI security, privacy, access control, prompt-injection mitigation, and responsible AI practices.
DevOps
Working knowledge of Git, CI/CD, Docker, Kubernetes, and cloud deployment.
Leadership
Strong stakeholder communication, architecture, mentoring, and technical decision-making skills.
