Staff Data Scientist building complex analytics models for underwriting and operations at Travelers Insurance. Collaborating with teams to enhance risk segmentation and streamline decision - making processes.
About the role
- Develop AI solution based on deep learning/ Neural network/ NLP/ computer vision to extract the content from the documents/video/ images
- Use Large Language Models (LLMs) – Both commercial and free to solve problems.
- Have technical experience working with:
- Ollama
- Yolo
- Rasa
- Langchain
- Paddle OCR
- Ensure timely completion of assigned tasks as per the Project Plan
- Highlight Risk and Issues throughout the project life cycle to respective Project Manager
Requirements
- Bachelor Degree 0 - 1 Year
- Have technical experience working with:
- Ollama
- Yolo
- Rasa
- Langchain
- Paddle OCR
- Have working experience in following kind of tasks:
- Content extraction, like address extraction from invoice documents
- Intent classification and NER
- Image classification and OCR
- Prepare custom neural network architecture and train deep learning networks
- Integrate AI solutions with real-time applications and deploy them both on on-premise and cloud (AWS, Azure)
- Validate the model and fine-tuning the model on continual basis
- Data Imputation & Cleansing through industry best statistical practices
- Exploratory Data Analysis with Python to understand the summary statistics, distribution of the dataset, detection of outlier / influencing observations etc.
- Ensuring the solution design are aligned with architecture standards
- Research on latest computer vision techniques and apply them in client scenarios
- Perform code integration and code review both on performance and stress testing
- Ensure timely completion of assigned tasks as per the Project Plan
- Highlight Risk and Issues throughout the project life cycle to respective Project Manager
Benefits
- Develop AI solution based on deep learning/ Neural network/ NLP/ computer vision to extract the content from the documents/video/ images
- Use Large Language Models (LLMs) – Both commercial and free to solve problems.
- Have technical experience working with:
- Ollama
- Yolo
- Rasa
- Langchain
- Paddle OCR
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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