обновлено 7 месяцев назад
Staff Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Machine Learning Engineer (AI): Leading the design, deployment, and monitoring of machine learning models and pipelines with an accent on MLOps processes, feature engineering, and performance optimization. Focus on mentoring teams and implementing best practices for scalable ML solutions.
Location: 100% remote work (from anywhere)
Company
is a leading technology company delivering cutting-edge solutions to major clients and innovative startups.
What you will do
- Lead the design, deployment, and monitoring of machine learning models and pipelines.
- Implement MLOps processes to ensure efficient model training, deployment, and monitoring.
- Oversee feature engineering, data preprocessing, and model optimization for enterprise solutions.
- Ensure performance, scalability, and reliability of ML models and systems.
- Collaborate with data engineers, software engineers, and product teams to deliver integrated ML solutions.
- Establish best practices and standards for ML model development, deployment, and monitoring.
- Mentor and guide ML engineers, fostering knowledge sharing and technical excellence.
Requirements
- 7+ years of experience in machine learning, MLOps, model deployment, and model monitoring.
- Strong background in software architecture design.
- Strong understanding of system security.
- In-depth knowledge of memory management and performance optimization.
- Experience in designing and integrating distributed and scalable solutions, particularly in cloud environments.
- Advanced level of English.
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