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PhD Research Fellow, Computer Science, Engineering, Applied Mathematics
Sistema Fibra. Evaluate hybrid search and semantic retrieval strategies .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in hybrid search strategies, semantic retrieval, and intelligent agent frameworks, with a strong foundation in LLMs, GraphRAG, and MCP. Proven ability to evaluate AI responses and contribute to innovative projects in technology and science.
Highest-signal resume keywords
PhD In Computer ScienceKnowledge Of LLMsKnowledge Of GraphRAGKnowledge Of AI AgentsKnowledge Of MCP
ATS Keywords
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Hard Skills
Hybrid Search StrategiesSemantic RetrievalResponse EvaluationGrounding MechanismsTraceability MechanismsIntelligent Agent FrameworksGenerative AI EvaluationExplainabilityResponsible AI
Industry Keywords
Enterprise EnvironmentsInnovation ProjectItaú Institute Of ScienceTechnology And InnovationInova Talentos
About the role
Key responsibilities & impact- Evaluate hybrid search and semantic retrieval strategies
- Research applications of GraphRAG in enterprise environments
- Develop an experimental semantic MCP prototype
- Define mechanisms for grounding, traceability, and evaluation of intelligent agent responses
- Contribute to an innovation project at the Itaú Institute of Science, Technology and Innovation in partnership with Inova Talentos
Requirements
What you’ll need- PhD in Computer Science, Engineering, Applied Mathematics, or related fields
- Knowledge of LLMs
- Knowledge of RAG
- Knowledge of GraphRAG
- Knowledge of AI Agents
- Knowledge of MCP
- Knowledge of response evaluation
- Knowledge of grounding and AI safety
- Availability to work 40 hours per week
- Previous experience with GraphRAG is desirable
- Knowledge of intelligent-agent frameworks, MCP, generative AI evaluation, explainability, and Responsible AI is desirable
Benefits
Comp & perks- Research Fellowship: BRL 11,000.00
- Remote work
- 40-hour workweek
- 12-month term