Machine Learning Data Engineer - Remote Opportunity

About the Role

At Kalibri, we are on a mission to redefine the hotel industry, and we are seeking a talented Machine Learning Data Engineer to join our dynamic team. This remote position is perfect for passionate individuals who are eager to make a significant impact by leveraging their skills in machine learning and data engineering.

What You'll Do

• Design, build, and maintain production data pipelines using tools like Python, Prefect, and Airflow.
• Develop advanced SQL transformations in Snowflake, optimizing performance and ensuring data integrity.
• Create and manage dbt models for effective data transformation and tracking across multiple pipeline stages.
• Implement feature engineering pipelines that support machine learning models, including CatBoost and LightGBM.
• Operationalize ML model outputs, integrating predictions into production databases and outputs.
• Work with PySpark for large-scale data processing, ensuring efficient data handling across millions of records.
• Monitor and implement data quality frameworks to maintain high standards of data integrity.
• Manage CI/CD pipelines using Bitbucket for automated testing and deployment.

Requirements

• Master's degree or PhD in Computer Science, Data Science, or a related field, or a Bachelor's degree with equivalent experience.
• 3-5 years of experience as a Machine Learning Engineer or in a similar role.
• Strong proficiency in Python for data pipeline development and automation.
• Deep experience with SQL and cloud data warehouses, particularly Snowflake.
• Hands-on experience with workflow orchestration tools such as Prefect or Airflow.
• Proficiency with dbt for SQL-based data transformation.
• Experience with PySpark or similar frameworks for large-scale data processing.
• Excellent collaboration skills, capable of working with cross-functional teams.

Nice to Have

• Familiarity with ML frameworks like CatBoost, LightGBM, or scikit-learn.
• Experience with AWS S3 for cloud data storage and data exchange.
• Knowledge of data quality frameworks like Monte Carlo or Great Expectations.
• Background in hospitality or travel industries, with familiarity in metrics such as ADR and RevPAR.

What We Offer

• Fully remote work with a supportive company culture.
• Comprehensive medical, dental, and vision plans with options for dependents.
• 401k plan with employer matching.
• Flexible Paid Time Off to promote work-life balance.
• $250 allowance for home office setup to ensure you have the tools you need.