Data Scientist and Infrastructure Expert
2 days ago
Job Description:
Dew Software is seeking a highly skilled Data Scientist and Infrastructure Expert to join our team. As a key member of our AI development team, you will be responsible for managing our Azure infrastructure, ensuring scalability and performance.
Key Responsibilities:
- Manage Azure Infrastructure: Configure, maintain, and optimize Azure infrastructure components to support AI model development and deployment.
- Implement and maintain monitoring systems to track model performance, proactively identifying and addressing issues as they arise.
- Collaborate with the SRE team to respond promptly to outages and incidents related to model operations, ensuring minimal downtime and rapid issue resolution.
Requirements:
- Azure Infrastructure Experience: Proficiency in managing Azure virtual machines, storage, and networking components to support AI model development and deployment.
- CI/CD Pipeline Experience: Experience with Continuous Integration/Continuous Deployment (CI/CD) pipelines, including automation of model deployment processes.
- Containerization in the Cloud: Strong knowledge of containerization technologies like Docker and Kubernetes for efficient deployment and scaling of machine learning models.
- Machine Learning Expertise: Proficient in building and optimizing machine learning models, with a deep understanding of various ML algorithms and frameworks.
- Programming Skills: Proficiency in programming languages commonly used in machine learning, such as Python and libraries like TensorFlow and PyTorch.
- Data Management: Experience in data preprocessing, feature engineering, and data pipeline development for machine learning.
- Collaborative Team Player: Excellent communication skills and ability to work collaboratively with cross-functional teams, including AI engineers and SREs.
- Documentation: Effective documentation skills to maintain clear and organized records of models, infrastructure configurations, and incident responses.
Salary: $120,000 - $180,000 per annum
About Dew Software: Dew Software is a leading developer of AI solutions. We are committed to delivering innovative solutions that drive business growth.
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