Senior Machine Learning Engineer

Oredata Yazılım Anonim ŞirketiIstanbul, IstanbulOn-siteFull-timeSenior, 5–8 yearsListed 1 week ago

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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!