About the Job:
Suadeo is developing a full-stack data platform integrating Generative AI models and intelligent agents aimed at automating data analysis and interpretation. We are seeking an experienced Data Scientist to join our team and develop cutting-edge solutions including Text-to-SQL, document connectivity, and advanced AI-driven interactions.
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Key Responsibilities:
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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.
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Text-to-SQL & AI for Data Processing:
- Develop Text-to-SQL algorithms to convert natural language into optimized SQL queries.
- Enhance query interpretation and execution by leveraging AI models for complex data requests.
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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.
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AI Model Optimization & MLOps:
- Deploy, monitor, and optimize AI models using MLOps best practices.
- Continuously assess and improve AI model accuracy, efficiency, and scalability.
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Collaboration with Technical & Business Teams:
- Work in an Agile SAFe environment alongside DevOps, Data, and Product teams.
- Provide expertise on AI deployment, automation, and optimization.
Required Technical Skills:
- Generative AI & NLP: Experience with LLMs (e.g., GPT, Mistral, Claude), fine-tuning, embeddings, and vector databases.
- Databases & SQL: Strong expertise in Text-to-SQL and managing large-scale databases.
- Document Processing: OCR, NLP-based text extraction, 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.
Ideal Candidate Profile:
- A minimum of 5 years of experience in Data Science, emphasizing Generative AI and NLP.
- 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.
- Excellent communication skills for collaboration with data engineers, software developers, and business teams.
Work Conditions: Full-time, Permanent (On-site)
Location: Dubai, Dubai, United Arab Emirates
Company Description:
Suadeo is a French software company offering a Self BI Platform that empowers users with data autonomy and analytics capabilities. The platform combines Data Governance and Data Visualization to enable non-IT users to conduct data analysis, exchange data flows, catalog, and share insights seamlessly. Headquartered in Ivry sur Seine, France, Suadeo serves clients across various industries in both the public and private sectors.
