Data architect

Job ID: 20949816Reference Number: 23-02057Title: Data architectLocation: Iselin, NJ, 08830Posted Date: 2023-12-12Company: HAN StaffingTitle: AI architectLocation: Malvern, PALong term contractCore skills:Strong Python skills including libraries like LangChain, LangIndex, PyTorch, SageMaker SDK, psycopg2Experience with Docker and AWS ECRStrong AWS experience with the following services:BedrockSageMakerIAMGlueS3LambdaCodeCommit and CodePipelineExperience creating quick apps using Streamlit, NodeJS, or some other app frameworkEducation and or experience in developing NLP models for text classification, completion, summarization, generationExperience using embeddings models to create vector embeddings and working with vector databasesUnderstanding of RAG architecture, retrieval optimization, and tradeoffs of splitting methodsFamiliarity with benchmarks for model evaluation and methods of determining vector similarityExperience with scaling Client training workloads using distributed training techniques on GPU and/or developing microservices for AI/Client/GenAI productsData Preprocessing and Analysis: Work with large-scale datasets, preprocess the data, and perform in-depth analysis to derive meaningful insights, patterns, and trends for AI model training.Preferred candidates will have:Real-world experience fine-tuning models, methods of fine-tuning, and data preprocessing for fine-tuningAWS Solutions Architect and or AWS Machine Learning Specialty certifications