Senior Data Architect for Advanced Generative AI Solutions

3 days ago


guntur, India beBeeDataArchitect Full time

Job DescriptionWe are seeking a seasoned Data Architect to spearhead the development of cutting-edge Generative AI solutions. In this role, you will design and build advanced models that transform complex business problems into high-impact AI applications.The ideal candidate will have a strong background in machine learning, deep learning, and computer vision, with experience deploying production-level ML/LLM solutions.Required Skills & QualificationsTechnical SkillsPython (advanced), multiprocessing/async programmingPyTorch, TensorFlow, JAXHuggingFace Transformers/DiffusersLangChain, LangGraph, LlamaIndex, Semantic KernelMLOps: MLflow, W&B, KubeflowCUDA, CuPy, CuGraphGenerative & Agentic AIRAG (standard, graph-based, vector DBs like FAISS, Pinecone, Weaviate, Milvus)Multi-agent orchestration (LangGraph, AutoGen, Semantic Kernel)Fine-tuning diffusion models (Stable Diffusion, Flux.1, ControlNet, DreamBooth)LLM fine-tuning (LoRA, QLoRA) on Llama3, Mistral, CodeLlama, Falcon, GemmaAdvanced prompt engineering & function callingML & Deep LearningXGBoost, LightGBM, CatBoost, clustering, PCA/UMAPCNNs, RNNs/LSTMs, Transformers (BERT, ViT, GPT)GNNs (GraphSAGE, GAT), Time-series (Prophet, TFT)RL: PPO, DQN, RLHFComputer VisionYOLO (v5–v8), DETR, Faster R-CNNOCR: PaddleOCR, Tesseract, EasyOCR, LayoutLMVideo analytics: DeepSORT, ByteTrackMulti-modal: CLIP, BLIP, SAM, Florence-2Optimization & DeploymentTensorRT, ONNX, quantization, pruning, distillationDocker, Kubernetes, REST/gRPC APIsAzure ML, Azure OpenAI, App ServicesMonitoring: Prometheus, Grafana, Azure Monitor, ELK



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