Production Machine Learning Engineer
hace 2 semanas
Production Machine Learning Engineer
We are seeking a talented Production Machine Learning Engineer to join our team. The successful candidate will be responsible for building and maintaining machine learning systems in production environments, ensuring the smooth functioning of ML systems in production.
The ideal candidate will have a blend of skills in software engineering, machine learning, and operations, with strong communication skills in written and spoken English.
Key Responsibilities:
- Design, develop, and implement scalable and reliable systems for deploying machine learning models into production
- Implement CI/CD pipelines for seamless model updates and releases
- Establish robust monitoring and alerting systems to track model performance, system health, and data drift
- Collaborate with cross-functional teams to understand requirements, implement solutions, and address challenges throughout the ML lifecycle
Requirements:
- Minimum 5 years of experience as an MLOps Engineer and similar roles
- Hands-on knowledge in delivering and leading data science and machine learning projects
- Experience with cloud platforms (AWS, Azure, GCP) and cloud architecting for machine learning technologies
- Strong programming skills in languages such as Python, Java, or Scala
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