Senior Machine Learning Engineer
This role focuses on designing and deploying production-ready machine learning models for customer segmentation, recommendation systems, and revenue forecasting within Turkey's leading airline. You will work with large-scale data using Apache Spark/PySpark and collaborate closely with data engineering teams to ensure seamless integration and automated retraining.
Skills required
About this role
🚀 Ready to take your Machine Learning expertise to new heights?
We are looking for an experienced Senior Machine Learning Engineer to join exciting, large-scale AI and Machine Learning projects at Türkiye's leading airline, contributing to innovative, data-driven solutions that shape the future of aviation.✈️
Key Responsibilities:
- Design, develop, and optimize Machine Learning models for real-world business challenges.
- Work on Customer Segmentation, Recommendation Systems, and Revenue/Demand Forecasting projects.
- Process and analyze large-scale datasets using Apache Spark / PySpark.
- Perform feature engineering, model training, evaluation, and optimization.
- Develop production-ready ML code and support model monitoring and automated retraining processes.
- Collaborate with Data Engineering and Platform teams to integrate ML models into existing environments.
Required Qualifications:
- Strong proficiency in Python and Traditional Machine Learning techniques.
- Hands-on experience with Apache Spark / PySpark.
- Experience with ML frameworks such as Scikit-learn, XGBoost, or LightGBM.
- Solid knowledge of Classification, Regression, Clustering, and predictive modeling.
- Practical experience in Customer Segmentation, Recommendation Systems, or Forecasting.
- Experience developing and preparing ML models for production environments.
- Strong SQL skills and experience working with large datasets.
Preferred Qualifications:
- Experience with Spark MLlib.
- Familiarity with OpenShift or container-based environments.
Knowledge of S3, Apache Iceberg, or Feature Store architectures.
📩 Interested in taking your career to new heights? Let's connect!
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