
Senior ML Engineer (MLOps-focused)
Globaldev Group, Київ, Харків, Одеса, Вінниця, Єреван (Вірменія), Варшава (Польща), Краків (Польща)
- Формат:
- повний remote
- Рівень:
- senior
- Джерело:
- jobs.dou.ua
Що робити
- Lead and drive the deployment, lifecycle management, and monitoring of ML/DL models in all stages leading to production.
- Design and implement systems for Dataset and Label Management, including versioning and integrating customer feedback into labeling workflows.
- Establish and maintain a robust Model Repository/Registry that supports versioning, local inference, and model lineage.
- Lead the implementation of advanced Experiment Tracking and Monitoring solutions for both Data Science and Generative AI, focusing on evaluation, data drift detection, and model reproducibility.
- Own model serving and inference systems—including autoscaling, A/B testing, canary rollouts, and latency/cost optimization for production models.
Що очікуємо
- B.Sc. or M.Sc. in Computer Science or Software Engineering or related field
- Experienced with ML/DL workflows and their best practices
- Experienced with CI/CD workflows and their best practices
- Worked with public cloud (AWS/Azure/GCP)
- Experienced with Python and Java
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