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Lead AI/ML Engineer
İstanbul
Platform – AI & Data /
Full Time /
On-site
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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 practices
Advanced proficiency in English
Preferred Qualifications
*Experience with monitoring and observability tools for ML systems
*AWS knowledge is preferred
*Academic publications or patents
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What does a blockchain developer do?
A blockchain developer is a software developer who specializes in the development of applications that make use of blockchain technology
Some of the responsibilities of a blockchain developer may include:
- Designing and implementing smart contracts.
- Creating and maintaining the infrastructure that supports the blockchain network, and developing user-facing applications that make use of the blockchain.
- Additionally, a blockchain developer may also be responsible for researching and staying up-to-date with the latest developments in blockchain technology, in order to ensure that their applications are secure and efficient.