Lead AI/ML Engineer
İstanbul
RoofStacks
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.
Key Responsibilities*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
Required Qualifications*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 practicesAdvanced proficiency in English
Preferred Qualifications*Experience with monitoring and observability tools for ML systems*AWS knowledge is preferred*Academic publications or patents
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.
Key Responsibilities*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
Required Qualifications*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 practicesAdvanced proficiency in English
Preferred Qualifications*Experience with monitoring and observability tools for ML systems*AWS knowledge is preferred*Academic publications or patents
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
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Tags: APIs Architecture AWS Blockchain CI/CD Computer Vision Docker Engineering GCP Kubernetes Machine Learning Microservices MLOps Model deployment NLP Python PyTorch TensorFlow VR
Region:
Middle East
Country:
Turkey
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