Data Scientist

Responsibilities / Duties:

• Training AI models using OCR and LLMs
• Must have hands on experience fine tuning LLMs using custom data sets and experience training complex models such a deep learning models
• Follow AWS Well-Architected Framework
• Following internal best practices for code monitoring and testing
• Ensure data confidentiality and HIPAA compliance
• Collaborate with other data scientist and divide work to finish the projects within the timeline
• Meet deadlines for weekly/bi-weekly meetings
• Collaborate with software engineers to deploy models in production
• Robust testing of models to ensure accuracy
• Create visualizations to communicate results to non-technical stakeholders
• QA/Application testing
• Testing and implementing NER models
• Compare feasibility of different models

Skills:

• Big data
• Data cleaning
• Python
• Experience training complex models and fine tuning models
• AWS
• SageMaker
• Bedrock
• Lambda
• S3
• API gateway
• Textract API
• CI/CD
• Version control
• Jenkins
• SQL
• OCR
• NER models
• LLMs
• Fine tuning (mistral, llama, and other open source models)
• Prompt tuning
• Familiar with huggingface packages
• Computer vision models for object detection and segmentation