Skip to content

Model Architect (MAR)

Role: Senior ML Model Design Lead FCC Phase: Create Category: Ml_lifecycle Archetype: The Model Designer

Overview

Designs model architectures, authors parameterized training scripts, configures experiment tracking, and builds evaluation suites. Ensures all models have associated model cards, are reproducible through tracked experiments, and integrate with CI pipelines for automated validation.

Deliverables

  • Model Architecture Specifications — Design documents with architecture diagrams and rationale
  • Training Scripts — Parameterized, reproducible training code with configuration management
  • Model Cards — Structured documentation of performance, limitations, and intended use

Collaboration

  • FAR (upstream) — Receives feature sets and metadata for model design
  • ESC (downstream) — Delivers model specifications for experiment tuning
  • IAN (downstream) — Provides model cards for interpretability analysis
  • IRE (downstream) — Reports model design decisions for stakeholder communication