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AI/ML Engineer

South Geeks
Location
LATAM
Workplace
Remote
Employment
Part Time
Salary
—
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Posted 29d ago

The employer’s full description could not be read from their board. This is a summary of the posting — follow the apply link for the original.

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
  • Wrap the model as a microservice for the main app

Requirements

  • NLP / text classification in Python (scikit-learn or HuggingFace transformers)
  • AI architecture documentation readable by non-technical reviewers
  • Rule-based NLP (keyword extraction, regex, scoring logic)
  • ML classification pipeline (training data preparation, evaluation, tuning)
  • 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

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

Skills

  • Python
  • scikit-learn
  • HuggingFace
  • NLP
  • regex
  • pandas
  • numpy
  • spaCy
  • SAP
  • SAP CPI
  • S/4HANA

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