
Principal GENAI Engineer
Diverse LynxContract
Required Skillset:
PythonFlaskDockerKubernetesMicrosoft AzureTransformersPrompt EngineeringPineconeWeaviateRAGAWSGCPCI/CDFastAPILangChainLlamaIndexLLMsFAISSChromaDB
Job Description
🔹 Key Responsibilities
- Design and architect enterprise-grade Generative AI solutions
- Lead development of LLM-powered applications such as chatbots, copilots, document intelligence, and AI assistants
- Build and optimize prompt engineering, RAG (Retrieval-Augmented Generation), agent workflows, and fine-tuning strategies
- Develop scalable AI pipelines using vector databases and knowledge retrieval systems
- Evaluate model performance, hallucination risks, latency, and cost optimization
- Implement governance, security, responsible AI, and compliance standards
- Collaborate with product teams to define AI use cases and delivery roadmaps
- Mentor engineers and establish GenAI engineering best practices
- Drive production deployment using MLOps / LLMOps methodologies
- Stay updated on advancements in LLMs, multimodal AI, and AI infrastructure
🔹 Required Skills
Core AI / GenAI Skills
- Strong expertise in LLMs, Transformers, Prompt Engineering, and RAG
- Experience with frameworks like LangChain, LlamaIndex, and semantic search systems
- Fine-tuning and model evaluation knowledge
- Experience with embeddings and vector databases like Pinecone, FAISS, Weaviate, or ChromaDB
- Knowledge of AI safety, model alignment, and governance
Programming & Platform Skills
- Strong Python programming expertise
- API development using FastAPI / Flask
- Cloud platforms: Microsoft Azure, AWS, GCP
- Docker, Kubernetes, CI/CD, and production deployment
- Experience with data engineering pipelines and scalable distributed systems
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