Data Scientist | Machine Learning Engineer – Practice IA MARGO
Core
Data Scientist / Machine Learning Engineer specializing in NLP and document analysis for finance, industry, and tech clients.
Role type
Mid-level Machine Learning Engineer (NLP & Document Understanding)
Builds
Production-ready NLP models, document analysis pipelines, and intelligent assistants for enterprise clients.
Domain
Financial services, industrial tech, and general technology sectors.
Deliverable
production ML models
Required skills
NLP, deep learning, document processing, model evaluation, MLOps (versioning, containerization, deployment pipelines), data structuring
Preferred skills
Experience with complex unstructured data, robust model deployment
Technologies
Deep learning frameworks, specialized NLP libraries
Responsibilities
Define modeling approaches for specific use cases, explore and structure complex datasets (text, image, documents), develop and train deep learning models for NLP and documents, evaluate model performance and iterate on architectures, integrate models into operational applications, contribute to deployment and production monitoring (performance, drift, robustness), collaborate with technical teams to scale execution environments
Seniority
Mid-level (2-4 years experience), hands-on IC