Senior Data Scientist
| Company | CI&T |
|---|---|
| Location | Toronto, ON, Canada |
| Salary | $Not Provided – $Not Provided |
| Type | Full-Time |
| Degrees | |
| Experience Level | Senior |
Requirements
- Solid experience with Data Scientist
- Proven experience in Natural Language Processing with a focus on word embeddings and advanced RAG techniques.
- Familiarity with AWS services, with knowledge of AWS Bedrock being a plus.
- Strong skills in prompting engineering to maximize the effectiveness of language models.
- Experience with GenAI.
- Demonstrated ability to fine-tune models for specific tasks and applications.
- Excellent problem-solving abilities and a passion for extracting knowledge from unstructured data.
- Strong English communication skills to convey complex concepts effectively to diverse stakeholders.
Responsibilities
- Develop and implement Natural Language Processing (NLP) models to enhance understanding and processing of human language.
- Customize and fine-tune word embedding models to improve retrieval performance in specific business domains.
- Optimize RAG (Retrieval-Augmented Generation) architectures to validate multiple retrieval and ranking techniques to improve performance.
- Design and/or automate the creation and maintenance of knowledge graphs that organize information logically to improve knowledge retrieval capabilities.
- Extract relevant content and concepts from data sources to improve the effectiveness and usability of knowledge representations.
- Engage in hands-on development and experimentation with data science tools and frameworks.
- Collaborate with cross-functional teams to implement data-driven solutions that leverage advanced analytics and machine learning.
Preferred Qualifications
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No preferred qualifications provided.