Develop a generative AI application with features such as search, summarization, chat, and content generation. This involves:
- Building Gen AI applications accessible as web applications.
- Exploring cloud options like AWS, Azure, and GCP.
- Selecting suitable libraries, models, and architecture for Verisk's requirements.
- Developing Gen AI-based applications for insurance.
- Designing data pipelines, including data collection, processing, and validation.
- Deploying and fine-tuning the model with required updates.
Deliverables:
- Ideation and refinement of requirements.
- Initial AI research and findings.
- Selection of AI models and vectorization solution.
- Recommendations for suitable models.
- Leading and participating in conceptual discussions.
- Developing a Proof of Concept (POC) application.
- Deploying a production-ready application meeting Verisk's business, security, and compliance standards.
- Prompt engineering, algorithm embedding, and performance tuning.
- Integration with authorization systems.
- Model tuning and AI design improvements based on business feedback.
- Proactively suggesting the latest available models or libraries.
Technology Stack:
- Python
- PyTorch
- Transformers (Hugging Face)
- MongoDB
PyCharm, IDLE, Visual Studio CodeGitHub
Job Type: Contract
Pay: Up to $60.81 per hour
Expected hours: 40 per week
Experience level:
- 10 years
- 11+ years
- 7 years
- 8 years
- 9 years
Schedule:
- 8 hour shift
Experience:
- Python: 8 years (Required)
- MongoDB: 8 years (Required)
- AWS, Azure: 8 years (Required)
- GCP: 5 years (Required)
Work Location: Remote