CL
Compass LexeconData Scientist
Data Scientist joining a leading economic consultancy to implement data science solutions for business challenges and advance thought leadership in advanced analytics.
About the role
- Develop machine learning models and inference pipelines for practical applications in the SAP ecosystem (e.g., prioritization, classification, decision enrichment, RAG)
- Design and evaluate AI agent architectures with LLMs, using frameworks like Crew.ai, LangChain, AutoGen
- Work with the data and engineering teams to prepare features, ingest historical data, and perform exploratory analysis
- Implement recommendation, classification, clustering, or language generation models according to project goals
- Evaluate risks, fairness, explainability, and performance metrics of models in production
Requirements
- Solid experience as a Data Scientist, with a portfolio of models applied in a real-world context
- Knowledge of generative AI and agent frameworks (e.g., LangChain, Crew.ai, AutoGen, Haystack)
- Proficiency in Python, scikit-learn, transformers, Hugging Face, Pandas, NumPy
- Ability to work with both classic models and LLMs; knowledge of prompt engineering, embeddings, vectors, and contexts
- Familiarity with Databricks, MLflow, and model versioning
- Advanced or fluent English
- It will be a plus: experience developing RAG pipelines with structured and unstructured data
- It will be a plus: experience with SAP integrations or a proven willingness to immerse in this universe
- It will be a plus: knowledge of document search, chunking, embeddings, fine-tuning, and feedback loops in production systems
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
No Education Requirement
Tech skills
Location requirements
CL
Compass LexeconData Scientist
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