— RAG + Agentic AI Engineer
About Us
At Codvo, we are committed to building scalable, future-ready data platforms that power business impact. We believe in a culture of innovation, collaboration, and growth, where engineers can experiment, learn, and thrive. Join us to be part of a team that solves complex data challenges with creativity and cutting-edge technology.
About the Role
We are looking for a highly skilled RAG + LLM-based Agentic AI Engineer to build production-grade retrieval systems, multi-agent workflows, and enterprise-ready AI applications. You will work across document pipelines, model orchestration, tool-driven agents, and governed AI systems that power Codvo’s next-generation products
Key Responsibilities
- Build end-to-end RAG pipelines: smart chunking, hybrid retrieval, reranking, query rewriting.
- Implement LangGraph-based agentic workflows with tools, planning, and self-healing behaviors.
- Develop and optimize vector search systems (Qdrant/Weaviate/OpenSearch).
- Design multi-tenant, ontology-driven knowledge layers for enterprise data.
- Implement guardrails, hallucination reduction, and automated evals.
- Build and maintain document ingestion pipelines (PDF, DOCX, OCR, images).
- Architect and deploy FastAPI-based AI microservices with caching and async execution.
- Integrate LLM systems with enterprise apps (SharePoint, CRM, databases, MCP tools).
- Ensure security, PII safety, auditability, and governance requirements are met.
- Collaborate with solution architects and domain SMEs to translate use cases into working AI systems.
Core Skills & Competencies
RAG Engineering:
- Smart/component-aware chunking
- Hybrid retrieval (BM25 + dense)
- Reranking
- Graph-RAG basics
- Query rewriting & multi-hop retrieval
Agentic AI:
- LangGraph
- MCP tools
- Multi-agent orchestration
- Tool-calling workflows
Vector & Search:
- Qdrant or Weaviate
- OpenSearch/Elasticsearch
- HNSW tuning
LLM Ops:
- Prompt engineering
- Hallucination control
- RAG/agent eval frameworks
- Synthetic data generation
Backend & Infra:
- Python, FastAPI
- Async programming
- Docker, CI/CD
- Cloud basics
Data Engineering:
- Document parsing
- ETL pipelines
- Caching, batching, streaming
Security & Governance:
- PII handling
- Access control
- Audit trails
Nice-to-Have
- Experience with Haystack, LlamaIndex, or RAG frameworks
- Fine-tuning retrievers or small LLMs
- Ontology modeling
- Enterprise search deployments
- Agents in customer support, ops, legal, engineering
What You’ll Get
- Work on cutting-edge agentic AI systems at production scale
- Ownership over enterprise-grade architectures
- Fast growth environment
- Influence Codvo’s platform and accelerators
At Codvo.ai, we specialize in leveraging artificial intelligence, cloud, and data to solve complex business problems and drive innovation. Our passion for innovation drives us to deliver solutions that not only meet but exceed your unique business needs, fostering smarter, more productive teams. Here’s why our approach has earned widespread acclaim from our clients:
67 Customer NPS: Our Net Promoter Score is a testament to the high level of satisfaction and loyalty among our clients. It underscores our ability to deliver quality and value through our specialized services, making us a preferred partner for businesses looking to leverage AI and data for competitive advantage.
78 Employee NPS: The satisfaction and engagement of our team directly influence the quality of service we provide. Our high employee NPS signifies a motivated, dedicated team that's committed to excellence. This positive work culture ensures that we can deliver exceptional AI-first engineering and enterprise data application services to you.
Our approach goes beyond traditional software development; we're dedicated to partnering with you to harness the power of AI and data. The combination of our high trial and engagement success rates, extensive experience, and positive feedback from both clients and employees positions us as more than just a service provider. We're your trusted ally in navigating the complexities of today's digital landscape, committed to transforming your vision into a reality with cutting-edge AI and data solutions.
