Machine Learning Platform Engineer
Trendyol
- Türkiye
- Sürekli
- Tam zamanlı
- Working on large-scale machine learning and data challenges that impact millions of people every day
- Building and maintaining a data infrastructure, services, and pipelines that make data more accessible to the teams
- Maintaining, scaling, and improving our clusters to support the data-science team
- Participate in code and design reviews for our machine learning applications to maintain our high coding standards
- This position will play a crucial role in the full product development lifecycle.
- Build and configure multi-tenant machine learning environments on-prem, cloud, or hybrid
- Interact with teams of engineers from multiple domains
- Create, schedule, version, iterate, and monitor data science pipelines
- Design, deploy, and monitoring tools such as feature stores, and feature/model drift detectors to support the data science ecosystem
- Maintain the correct operation of the system, looking for improvements in availability and monitoring
- Build a solid engineering foundation within the Data Science team
- Developing tools to enable the Data Science teams
- Bachelor's or master's degree in computer science, natural sciences, mathematics, or equivalent qualification
- 3+ years of experience handling machine learning and data-pipelines operations
- Experience with running Machine Learning Systems in Production
- Experience with ml-ops tools, data engineering, and dev-ops
- Experience with at least one CI/CD tool and/or infrastructure as a code tool, e.g. Terraform, Ansible, Jenkins, Github actions, or cloud platforms
- Experience in cloud infrastructure, e.g. GCP, AWS, etc.
- Experience in application containerization and orchestration tools - Docker, Kubernetes, or cloud equivalents
- Experience with Pipeline Tools, e.g. Kubeflow, Airflow, or cloud equivalents
- Excellent coding skills with the attitude of clean, reusable, and well-documented code, reproducibility, and testing
- A willingness to dive deep, experiment rapidly, and get things done
- Experience within the Python ecosystem (Pandas, numpy, Jupyter, etc.)
- Take responsibility from day one and develop your skills with a talented and diverse international team.
- Experience open communication, flexibility, and a start-up spirit in our unique culture.
- Tackle big challenges in e-commerce with Agile practices and encourage growth by learning from mistakes.
- Join creative and focused teams that prioritize collaboration and problem-solving.
- Access our extensive training platform for continuous learning and personal growth.
- Benefit from the support of a global team of experts with mentoring and professional development opportunities.
- Focus on talent and potential, not just job titles.
- Connect with teammates regardless of physical distance through events, meetings, and social activities.
- Enjoy competitive benefits such as Trendyol shopping budget, central and international office locations, and top-of-the-line technical equipment.