Postúlate en Kit Empleo: kitempleo.com.co/empleo/1azjx8

This position is open to candidates located in Colombia or Costa Rica only. As a Senior Data Engineer (ML), you will lead the design and implementation of end-to-end data and machine learning solutions from feature engineering to model deployment, working closely with cross‑functional engineers in a distributed environment. This role is hands‑on and delivery‑focused, with ownership across the full ML lifecycle in a modern GCP‑based architecture.

What You’ll Do

- Design and build end‑to‑end ML pipelines using GCP services (Vertex AI, BigQuery, Dataform)
- Develop and productionize tabular ML models (e.g., XGBoost or similar)
- Implement robust feature engineering pipelines with point‑in‑time correctness
- Ensure reliable batch scoring workflows and production deployment
- Partner with engineering and product stakeholders to translate business needs into ML solutions
- Optimize data workflows for performance, scalability, and cost efficiency
- Contribute to model evaluation, monitoring, and continuous improvement
- Collaborate within a distributed team,



ensuring clear communication and delivery alignment

Must‑Have Qualifications

- Strong hands‑on experience building and deploying ML solutions on GCP (Vertex AI ecosystem)
- Pipelines, Model Registry, Feature Store, Batch Prediction
- Proven track record delivering production ML models (not just experimentation)
- Solid understanding of classification problems, especially imbalanced datasets
- Metrics such as AUC-PR, ROC-AUC, calibration
- Experience designing feature pipelines with point‑in‑time accuracy
- Avoiding data leakage and training/serving skew
- Advanced proficiency in BigQuery
- Partitioning, clustering, and cost‑aware query design
- Experience with data transformation tools (Dataform, dbt, or similar)
- Strong Python skills for production systems pandas, scikit‑learn, XGBoost, testing practices
- Familiarity with ML lifecycle and MLOps practices
- Experiment tracking, model versioning, containerized depl

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Postúlate en Kit Empleo: kitempleo.com.co/empleo/1azjx8

📌 Senior Data Engineer (Colombia)
🏢 Gorilla Logic
📍 Colombia