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Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (AI): Building and deploying production-grade machine learning systems with an accent on recommender systems and ranking models. Focus on implementing MLOps tooling, automating deployment pipelines, and iterating on model performance in production environments.
Location: London, England, United Kingdom
Salary: GBP 70,000–85,000
What you will do
- Collaborate on moving machine learning models from experimentation to production.
- Deploy models for both batch and real-time inference.
- Design and maintain production-grade machine learning systems.
- Develop and optimize recommender systems and ranking models.
- Implement MLOps tooling and platform capabilities to streamline operations.
- Monitor, evaluate, and iterate on model performance.
Requirements
- Strong proficiency in Python and machine learning frameworks like PyTorch or TensorFlow.
- Experience with MLOps practices, including CI/CD and containerization.
- Knowledge of distributed computing and GPU computing environments.
- Familiarity with model monitoring, observability, and testing methodologies.
- Understanding of version control and production deployment workflows.
Culture & Benefits
- Private medical care coverage.
- Personalized learning and professional development opportunities.
- Paid annual leave.
- Employee discount and sample sales programs.
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