Senior Machine Learning Engineer – MLOps & LLM
Doktar Technologies · Istanbul
Job description
About the role
Join Doktar to build AI‑powered products for agriculture, sustainability and food systems. As a Senior Machine Learning Engineer you will strengthen the ML platform, MLOps capabilities and scale production LLM applications.
Key responsibilities
- Lead evolution and standardisation of production ML/AI architecture on Azure.
- Strengthen CI/CD pipelines, automated testing, observability and infrastructure‑as‑code.
- Establish standards for model/data versioning, experiment tracking and reproducibility.
- Design reliable deployment, rollback, recovery and incident‑response processes.
- Set production standards for LLM applications, including RAG, evaluation, tracing, security, latency and cost management.
Required profile
- At least five years of experience with production ML systems.
- Advanced Python skills and experience building production APIs and batch workflows.
- Strong cloud architecture experience, preferably Microsoft Azure.
- Hands‑on experience with CI/CD, containerisation, automated testing, IaC and observability.
Required skills
- Python
- Microsoft Azure (including Azure Machine Learning)
- CI/CD tools
- Containerisation (Docker/Kubernetes)
- Infrastructure‑as‑code (Terraform, Bicep)
- MLflow
- Application Insights
What we offer
- Hybrid work model with office and remote flexibility.
- Private health insurance covering family members under 22.
- Daily meal and transportation allowance.
- Performance‑based yearly bonuses and employee stock option scheme.
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Published 1 week ago
Expires 1 month from now
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Doktar Technologies
Istanbul
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