AI/ML Engineer

About the Company

At South Geeks, we engage top-performing Software Engineers, Security Experts, and Data Analysts from Latin America to join our clients' teams worldwide. For over 8 years, we've been helping future-shaping companies scale faster by curating world-class tech talent and building long-lasting, strategic partnerships.

Responsibilities

• Author the AI/ML Architecture Design Document
• Recommend an accuracy threshold for the catalog mapping engine
• Build the 4-tier catalog code mapping engine for SAP catalog types
• Implement the AI anomaly detection module
• Design and implement the "Train Model" feedback loop where operator corrections retrain the model
• Wrap the model as a microservice for the main app

Requirements

• NLP / text classification in Python (scikit-learn or HuggingFace transformers)
• AI architecture documentation skills
• Rule-based NLP (keyword extraction, regex, scoring logic)
• ML classification pipeline experience
• Anomaly detection in tabular data
• Python data science stack (pandas, numpy, scikit-learn, optionally spaCy)
• Model feedback loop design
• API / microservice wrapping of an ML model

Preferred Qualifications

• Precision/recall trade-off framing for catalog mapping
• SAP catalog code domain knowledge