Nortek Consulting Inc ยท 18 hours ago
GenAI Engineer - W2
United States
Contract
Remote
Mid Level
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Responsibilities
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
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.
Qualification
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Required
Strong Python skills including libraries like LangChain, LangIndex, PyTorch, SageMaker SDK, psycopg2
Experience with Docker and AWS ECR
Strong AWS experience 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.
Preferred
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 certifications
Company
Nortek Consulting Inc
Nortek Consulting Inc. is a technology solutions provider dedicated to helping businesses succeed in the digital age.
Founded in 2017
51-200 employees
Funding
Current Stage
Growth StageCompany data provided by crunchbase
