Ingeniero de Data Science
Core
Develop and implement machine learning and data models to propose or improve business processes through research and analysis.
Role type
Data Scientist
Builds
Predictive, prescriptive, and advanced analytics solutions for business process improvement
Domain
Water and waste management services
Deliverable
production ML models
Required skills
Statistical modeling, Machine learning, Data analysis, Probability and statistics, Experimental design, Predictive modeling, SQL, Python, R
Preferred skills
Google Cloud tools (BigQuery, Vertex AI, BigQuery ML), NLP, Regression, Clustering, Neural networks, Feature selection, Cross-validation, Bias-variance tradeoff
Responsibilities
Manage information sources for data science applications, Detect patterns and trends via predictive analytics, Design experiments to test hypotheses, Implement and track data science projects, Create statistical models and ML algorithms, Perform advanced data analysis and report results, Consolidate information from business areas for processing, Work directly with business and technical areas to define new advanced analytics processes
Seniority
Junior to Mid-level (1-2 years experience)