AI Developer

4 days ago


Fatih, Istanbul, Turkey Getir Full time

Getir is a leading technology company that aims to revolutionize the way people shop and live. We are looking for a talented Sr. Machine Learning Engineer to join our team and help us achieve our mission.

About the Role

This role combines hands-on model development with opportunities for strategic input, allowing you to tackle real-world challenges through advanced data science.

We are seeking a highly motivated and experienced individual who has a strong proficiency in machine learning, deep learning, and model deployment by applying software development principles in a wide range of applications such as forecasting, risk scoring, and more.

Requirements

  • Bachelor's degree in Computer Science, Computer Engineering, or a related field.
  • 3-5 years of hands-on experience in machine learning and model deployment.
  • Strong proficiency with Python and Go languages.
  • Experience with NoSQL (e.g., MongoDB, DynamoDB) and SQL databases (e.g., PostgreSQL).
  • Experience with machine learning libraries like scikit-learn, xgboost/lightgbm/catboost, PyTorch, and/or TensorFlow.
  • Experience in scaling applications with containers and container orchestration frameworks such as Kubernetes.
  • Working on message queue and streaming systems like Kafka is a big plus.
  • Working on cloud environments like AWS is a big plus.
  • Good knowledge of caching (Redis, etc.).
  • Have a strong DevOps mindset.
  • Proven proficiency in Continuous Delivery and Continuous Integration best practices.

Responsibilities

  • Develop, fine-tune, and deploy production-level machine learning models and pipelines for diverse use cases (e.g., forecasting, risk scoring, sentiment analysis).
  • Apply and optimize machine learning and deep learning models.
  • Collaborate with cross-functional teams to build and deploy machine learning pipelines and APIs in an Agile working squad.
  • Develop scalable models to support tasks such as forecasting and risk analysis.


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