Data Scientist And Generative AI & Data Analytics

Job description / Role

Key Responsibilities:

Generative AI Development & Integration:
-Design, train, and fine-tune AI models for document data extraction and structuring.
-Implement AI-powered agents to automate user interactions and natural language queries.

Text-to-SQL & AI for Data Processing:
-Develop Text-to-SQL algorithms to convert natural language into optimized SQL queries within the Suadeo SDS platform.
-Enhance query interpretation and execution by leveraging AI models for complex data requests.

Document Processing & Structuring:
-Build AI-driven solutions to connect, index, and query structured and unstructured documents (Word, PDF, Excel).
- Ensure seamless integration with Suadeo’s data catalog and lineage for knowledge discovery.

AI Model Optimization & MLOps:
-Deploy, monitor, and optimize AI models using MLOps best practices.
-Continuously assess and improve AI model accuracy, efficiency, and scalability.

Collaboration with Technical & Business Teams:
-Work in an Agile SAFe environment alongside DevOps, Data, and Product teams to align AI solutions with business objectives.
-Support internal teams by providing expertise on AI deployment, automation, and optimization.

Required Technical Skills:
-Generative AI & NLP: Experience with LLMs (GPT, Mistral, Claude, etc.), fine-tuning, embeddings, and vector databases.
-Databases & SQL: Strong expertise in Text-to-SQL, query optimization, and managing large-scale databases.
-Document Processing: OCR, NLP-based text extraction, vector search, and semantic indexing.
-MLOps & Deployment: Experience with Kubernetes, Docker, CI/CD for AI models.
-Programming Languages: Python (Langchain, LlamaIndex, Hugging Face), SQL, FastAPI, REST API.

- Minimum 5 years of experience in Data Science, with a focus on Generative AI, NLP, and applied AI solutions.
-Hands-on experience deploying AI models into production and integrating them into existing data platforms.
-Strong problem-solving skills and ability to optimize AI models for real-world business use cases.
-Experience working in Agile SAFe methodology within cross-functional teams.
-Strong communication skills to collaborate with data engineers, software developers, and business teams.

About the Company

Since its inception in 2004, Suadeo a french software company has pursued the same objective and that is to provide a Self BI Platform which:

• Ensures an optimal responsiveness and a real user autonomy for their data usage
• Gives the users an upper hand on leveraging their business acumen in constructing multidimensional data analysis, building dashboards and reports.
• Enables the users to run successful data analytics to obtain a clear picture of where the business is, where it has been and where it should go.

Because Dashboarding and reporting tools alone are not enough to offer the freedom users require to run analysis as a support for strategic decision making. Suadeo Designer®, the Suadeo Self BI Platform combines Data Governance and DataViz, to free up non-IT users in their data analysis production, their data flows exchange, their cataloging as well as their Restitution, while being 100% integrable into any information system.