What are the responsibilities and job description for the GenAI Engineer - Malvern, PA position at Lorven Technologies Inc.?
Job Title: GenAI Engineer
Location: Malvern, PA
JD: Core skills:
Location: Malvern, PA
JD: Core skills:
- Strong Python skills including libraries like Lang Chain, Lang Index, PyTorch, Sage Maker SDK, psycopg2
- Experience with Docker and AWS ECR
- Bedrock
- Sage Maker
- I AM
- Glue
- S3
- Lambda
- Code Commit and Code Pipeline
- 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 embedding models to create vector embeddings and working with vector databases
- Understanding of RAG architecture, retrieval optimization, and trade-offs 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 Pre-processing and Analysis: Work with large-scale datasets, pre-process the data, and perform in-depth analysis to derive meaningful insights, patterns, and trends for AI model training.
- Real-world experience fine-tuning models, methods of fine-tuning, and data pre-processing for fine-tuning
- AWS Solutions Architect and or AWS Machine Learning Specialty certifications"
