Machine Learning Operations Specialist
صاحب العمل نشط
حالة تأهب وظيفة
سيتم تحديثك بأحدث تنبيهات الوظائف عبر البريد الإلكتروني
شارك هذه الوظيفة
حالة تأهب وظيفة
سيتم تحديثك بأحدث تنبيهات الوظائف عبر البريد الإلكتروني
الوصف الوظيفي
Job Summary:
A Machine Learning Operations (MLOps) Specialist plays a vital role in bridging the gap between data science and IT operations ensuring seamless integration of machine learning models into production environments. Heres a breakdown of the job:
Key Responsibilities:
Developing and Maintaining CI/CD Pipelines: Create automated workflows for building testing and deploying machine learning models.
Automating Deployment and Monitoring: Ensure models are deployed efficiently and their performance is continuously tracked in production environments.
Implementing Infrastructure as Code (IaC): Manage ML infrastructure using code to ensure consistency and scalability.
Troubleshooting and Resolving Issues: Identify and fix problems related to model deployment and performance.
Collaboration: Work with data scientists and engineers to optimize model performance scalability and integration.
Requirements:
Education: Bachelors degree in Computer Science Engineering or a related field.
Experience: 5 years in MLOps DevOps or a related role.
Technical Expertise: Strong understanding of machine learning concepts algorithms and cloud platforms (AWS Azure GCP).
Scripting Skills: Proficiency in Python or similar scripting languages.
Containerization: Experience with Docker and Kubernetes.
CI/CD Tools: Familiarity with Jenkins GitLab CI CircleCI or similar.
نوع التوظيف
دوام كامل
