Remote Python ML QA Lead: Quality Architect for AI Training

YO IT Consulting; Schweiz; Vor Ort; EUR 48.256 - 96.512; Teilzeit

Zusammenfassung

YO IT Consulting seeks a Python (Machine learning) Quality Assurance Lead for an hourly, remote contractor role. You will oversee quality, consistency, and trainer performance across Python ML training projects. Review AI-generated code, ML workflows, and rubric adherence to ensure accuracy and reproducibility.

You will provide precise feedback, evaluate output quality, and guide remote teams. Strong Python/ML expertise, English communication, and meticulous attention to detail are essential.

Qualifikationen

• Bachelor’s, Master’s, or PhD in a quantitative field (CS/ML/DS/Math).
• Strong English for guidelines and feedback.
• 3+ years in Python, ML, data science, ML engineering, or QA roles.
• Strong Python fundamentals: data structures, functions, classes, testing, debugging.
• Knowledge of ML topics: training, evaluation, data leakage, reproducibility.
• Familiarity with NumPy, pandas, scikit-learn, PyTorch, TensorFlow, and Docker is preferred.
• Experience leading or supporting remote teams of trainers, annotators, or QAs is a plus.
• Comfort with Discord, Google Sheets/Docs, trackers, dashboards, and GitHub.

Aufgaben

• Quality monitoring: spot-check Python ML items and provide feedback.
• Code/ML review: evaluate AI-generated code, ML pipelines, data steps and explanations.
• Trainer/QA communication: update contributors on guidelines and standards.
• Question handling: address queries on syntax, packages, data leakage, metrics.
• Activation management: DM inactive contributors, track follow-ups, flag issues.
• Documentation: create Python ML style guides, FAQs, onboarding materials.
• Onboarding and training: run onboarding/training calls for Python ML contributors.
• Risk review: flag invalid or non-reproducible recommendations.
• Process improvement: identify gaps and build scalable QA processes.
• Escalation: identify recurring quality issues and escalate appropriately.

Kenntnisse

Python

Machine Learning

QA Leadership

Remote Coordination

Ausbildung

Bachelor/Master/PhD in CS/ML or related

Tools

NumPy

pandas

scikit-learn

PyTorch

TensorFlow/Keras

XGBoost/LightGBM

Jupyter

matplotlib

seaborn

MLflow

Hugging Face

SQL

GitHub

Docker

CI/CD

Jobbeschreibung

YO IT Consulting seeks a Python (Machine learning) Quality Assurance Lead for an hourly, remote contractor role. You will oversee quality, consistency, and trainer performance across Python ML training projects. Review AI-generated code, ML workflows, and rubric adherence to ensure accuracy and reproducibility.

You will provide precise feedback, evaluate output quality, and guide remote teams. Strong Python/ML expertise, English communication, and meticulous attention to detail are essential.