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Senior Data Engineer – Machine Learning at Gorilla Logic | JobVerse
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Senior Data Engineer – Machine Learning
Gorilla Logic
Remote
Website
LinkedIn
Senior Data Engineer – Machine Learning
Colombia
Full Time
3 hours ago
No Sponsorship
Apply Now
Key skills
BigQuery
Google Cloud Platform
Pandas
Python
Scikit-Learn
AI
ML
scikit-learn
MLOps
XGBoost
dbt
GCP
Google Cloud
Vertex AI
Communication
About this role
Role Overview
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
Requirements
Strong hands-on experience building and deploying ML solutions on GCP (Vertex AI ecosystem)
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, precision@K, calibration
Experience designing feature pipelines with point-in-time accuracy
Advanced proficiency in BigQuery
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
Tech Stack
BigQuery
Google Cloud Platform
Pandas
Python
Scikit-Learn
Apply Now
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