🚀 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!
Skills Required
- Strong proficiency in Python and traditional machine learning techniques
- Hands-on experience with Apache Spark or PySpark
- Experience with Scikit-learn, XGBoost, or LightGBM
- Knowledge of classification, regression, clustering, and predictive modeling
- Practical experience with customer segmentation, recommendation systems, or forecasting
- Experience developing and preparing machine learning models for production environments
- Strong SQL skills and experience working with large datasets
- Experience with Spark MLlib
- Familiarity with OpenShift or container-based environments
- Knowledge of S3, Apache Iceberg, or feature store architectures
What We Do
Oredata is your trusted partner in next-generation analytics and data solutions. As a Google Cloud Managed Service Provider (MSP) Partner in the MENAT Region, Oredata is recognized for its excellence in delivering superior analytics solutions. Specializing in uncovering business opportunities from the explosion of structured transactional data, Oredata provides comprehensive services including data integration, transformation, and visualization, enabling customers to perform interactive business analysis on big data and drive strategic growth and success. Credentials Google Cloud Managed Service Provider (MSP) Partner: As a proud Google Cloud MSP Partner, Oredata is recognized for its excellence in providing superior analytics solutions. Award-Winning Excellence: Honored as Google Cloud's 'Partner of the Year' for the second consecutive year in the MENAT region, Oredata continues to lead in transforming data into meaningful insights. Services - Cloud Managed Services: Ensure optimal performance and reliability of cloud infrastructure with Oredata's comprehensive managed services. - Cloud Migration Services: Seamlessly transition to the cloud with minimal disruption and maximum efficiency through Oredata's expertise. - Data & Analytics Services: Unlock valuable insights with Oredata's advanced data analytics solutions. - Infrastructure Services: Build and maintain a robust, scalable infrastructure tailored to business needs with Oredata's support. - Application Development Services: Develop and revamp applications to leverage the full potential of cloud-native solutions with Oredata. - Google Workspace: Enhance collaboration and productivity with Oredata's expert Google Workspace solutions. -Outsource Services: Access specialized skills and expertise to complement in-house capabilities through Oredata's outsourcing services. Discover how Oredata can elevate your business by visiting oredata.com. Let's transform your data into your most valuable resource.
