Costa Rica Job Openings
Golabs
Senior Data Engineer with ML Experience
Quesada
September 16, 2024
About the job Senior Data Engineer with ML Experience
Key Responsibilities:
- Design, develop, and maintain scalable data pipelines for ML projects on Databricks.
- Implement ETL processes using Databricks' Delta Lake and Spark SQL.
- Optimize data workflows for efficient ML model training and deployment.
- Collaborate with data scientists to prepare and transform data for ML models.
- Utilize Databricks' MLflow for ML experiment tracking and model management.
-
Implement data quality checks and monitoring solutions.
Leverage Databricks' Unity Catalog for data discovery and governance. - Contribute to the development of ML feature stores and automated feature engineering.
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Assist in deploying ML models to production environments.
Mentor junior data engineers and promote best practices.
- Bachelor's degree in Computer Science, Data Science, or a related field.
- 5+ years of experience in data engineering, with at least 2 years focusing on ML projects.
-
Proficient in Mandarin (Chinese).
- Strong expertise in Databricks platform and its components (Delta Lake, MLflow, Spark SQL).
- Proficiency in Python and SQL; experience with Scala is a plus.
- Familiarity with ML workflows and requirements for data preparation.
- Knowledge of data modeling, data warehousing, and dimensional modeling concepts.
- Experience with version control systems (e.g., Gitla B) and CI/CD pipelines.
- Databricks certifications (e.g., Databricks Certified Data Engineer Associate).
- Experience with Databricks' Auto ML and Feature Store capabilities.
- Knowledge of real-time data streaming technologies (e.g., Kafka, Spark Streaming).
- Familiarity with containerization technologies (Docker, Kubernetes).
- Experience with graph processing and analytics.
- Full-time position
- Payment in US dollars
- 100% remote anywhere in LATAM
- 12 PTO per year
- Holiday from your country off and paid
- Birthday off and paid
- Career Path
- Recognition Program
- Paid Leaves
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