AI/ML with Generative AI
The Vanguard Group
Contract Malvern, Pennsylvania, United States Posted 11 months ago
About Position
AI/ML with Generative AI (Contract)
$75.00 / Hourly
Malvern, Pennsylvania, United States
AI/ML with Generative AI
Contract Malvern, Pennsylvania, United States Posted 11 months ago
Skills
Real world experience fine-tuning models methods of fine-tuning and data preprocessing for fine-tuning AWS Solutions Architect and or AWS Machine Learning Specialty certificationsDescription
Strong Python skills including libraries like LangChain, LangIndex, PyTorch, SageMaker SDK, psycopg2
Experience with Docker and AWS ECR
Strong AWS experience with with the following services:
Bedrock
SageMaker
IAM
Glue
S3
Lambda
CodeCommit and CodePipeline
Experience creating quick apps using Streamlit, NodeJS, or some other app framework
Education and or experience in developing NLP models for text classification, completion, summarization, generation
Experience using embeddings models to create vector embeddings and working with vector databases
Understanding of RAG architecture, retrieval optimization, and tradeoffs of splitting methods
Familiarity with benchmarks for model evaluation and methods of determining vector similarity
Experience with scaling ML training workloads using distributed training techniques on GPU and/or developing microservices for AI/ML/GenAI products
Data 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.
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