Senior Data Engineer - Machine Learning - Gp, Remote: Colombia - Costa Rica, Fulltime
Gorilla Logic
Colombia
Remote
Gcp vertex ai ecosystem experience
Production ml model delivery track record
Bigquery partitioning and clustering skills
Gorilla Logic is seeking a Senior Data Engineer specializing in Machine Learning to design and implement comprehensive data and ML solutions within a remote environment in Colombia or Costa Rica. The ideal candidate will have extensive experience with GCP services and a strong focus on delivering production ML models
Job Summary
This role involves leading the design and implementation of end-to-end data and machine learning solutions in a modern GCP-based architecture.
Candidates must have a proven track record of delivering production ML models rather than just experimentation.
The position requires strong hands-on experience with GCP services including Vertex AI, BigQuery, and Dataform.
Matching Summary
Match Score: 85
Gorilla Logic is seeking a Senior Data Engineer specializing in Machine Learning to design and implement comprehensive data and ML solutions within a remote environment in Colombia or Costa Rica. The ideal candidate will have extensive experience with GCP services and a strong focus on delivering production ML models.
Skills & Requirements
Must-have
GCP Vertex AI ecosystem experience
Production ML model delivery track record
BigQuery partitioning and clustering skills
Point-in-time correct feature engineering
Python pandas scikit-learn XGBoost proficiency
Classification problem handling with imbalanced data
Nice-to-have
Vertex AI Model Monitoring for drift detection
Translating SHAP values to business insights
Experience with distributed team collaboration
Dataform or dbt transformation tool familiarity
Key Requirements
Strong Python skills for production systems
Advanced BigQuery query design expertise
MLOps practices and containerized deployment knowledge