PyTorch Jobs

As Roof Stacks, we have been carrying out innovative projects since 2015. We aim to become a global actor in Tourism Systems, Extended Reality(AR/VR), Blockchain Technologies, Game Development, and Financial Technology, which are our areas of expertise. 

We focus on creating a difference with the technologies we develop and designing the future. In addition to our central office in Ataşehir/İstanbul, we have branches in Antalya and Elazığ in Turkey. 

We have strengthened our position in the global market by opening a new office in Austin, USA, which hosts world technology giants from all over the world.

*Management of ML model deployment and scaling processes in production environments

*Design, setup, and ensure the sustainability of MLOps infrastructure

*Implementation of microservices architectures and API designs

*Establishment of monitoring and maintenance processes for ML systems

*Mentorship for the technical development of team members

*Model performance optimization and system architecture improvements

*Integration of software engineering best practices into ML projects

*Bachelor's degree in Computer Engineering, Software Engineering, or related fields

*Minimum 5 years of practical experience in ML/AI

*General knowledge and experience in different ML areas such as Computer Vision, NLP, Recommendation Systems

*Experience in developing and deploying ML systems on GCP

*Deep knowledge of Python and ML frameworks (e.g., TensorFlow, PyTorch)

*Experience with modern deployment tools such as CI/CD, Docker, Kubernetes

*Experience with microservices architectures and API design

*Experience in technical team management and mentorship

*y6Extensive knowledge of MLOps tools and practices

Advanced proficiency in English

*Experience with monitoring and observability tools for ML systems

*AWS knowledge is preferred

*Academic publications or patents