13 ago
|
Sonatafy Technology
|
Ciudad de México
13 ago
Sonatafy Technology
Ciudad de México
THIS OPENING IS AVAILABLE FOR CANDIDATES IN LATIN AMERICA, NOT LIMITED TO ONLY MEXICO.
Sonatafy Technology, headquartered in Scottsdale, Arizona, is an award-winning nearshore software development company with a strong reputation. They have a dedicated in-house team of engineers, offering end-to-end software solutions and supporting client development staff augmentation. Catering to companies of all sizes and industries, including some of the world's largest brands, Sonatafy Technology is a trusted provider of nearshore enterprise-level cloud and mobile application software development services.
Responsibilities:
Analytics and Data Engineering
- Analyze large datasets to surface trends, patterns, and actionable business insights.
- Build and maintain data models, transformations, and pipelines using SQL and dbt.
- Collaborate with stakeholders to define metrics, KPIs, and reporting requirements.
- Support data governance, ensuring data quality, integrity, and accessibility across the organization.
- Document processes, workflows, and analysis outcomes for cross-functional teams.
- Work with U.S. government-related datasets and provide domain-specific insights (preferred experience).
Machine Learning and Predictive Modeling
- Design, build, and evaluate supervised and unsupervised ML models (classification, regression, clustering, forecasting).
- Lead problem framing conversations with stakeholders to translate business questions into ML-ready problem statements.
- Conduct feature engineering, selection, and transformation to prepare data for model training.
- Validate and communicate model performance using appropriate evaluation metrics (AUC, RMSE, F1, precision/recall, etc.).
- Support lightweight model deployment and monitoring, flagging performance drift and recommending retraining triggers.
- Contribute to experiment design and A/B testing frameworks where applicable.
Requirements and Skills:
- 5+ years of experience in Data Analytics, Data Science, or a c
📌 Sr ML Engineer (Ciudad de México)
🏢 Sonatafy Technology
📍 Ciudad de México