Senior DevOps Engineer with MLOps Expertise
2 hours ago
We are seeking an experienced and highly motivated DevOps / MLOps Engineer Lead to join our dynamic Data Science and AI team.
Key Responsibilities:- Design, build, and maintain continuous integration and deployment pipelines for machine learning models and data processing workflows.
- Develop and continuously improve automation solutions to enable teams to build and deploy code efficiently and consistently.
- Foster a DevSecOps culture across the Analytics Innovation organization, ensuring security is integrated into the development process.
- Streamline the data science and development lifecycles by identifying and resolving pain points and productivity barriers.
- Work closely with data scientists, data engineers, and software developers to integrate and deploy machine learning models into production.
- Implement monitoring and logging solutions to ensure the health and performance of deployed models and systems, and troubleshoot issues as they arise.
- Ensure the security and compliance of data and infrastructure, adhering to industry best practices and regulatory requirements.
- Maintain comprehensive documentation of systems, processes, and workflows to facilitate knowledge sharing and collaboration.
- Bachelor's Degree in Computer Science, Engineering, or a related field.
- 5+ years of experience in DevOps, MLOps, or a related field.
- Azure DevOps and AzureML experience.
- Proficiency in cloud platforms (AWS, Azure, GCP) and containerization technologies (Docker, Kubernetes).
- Strong programming skills in Python, Bash, PowerShell or other scripting languages.
- Experience with infrastructure as code (Terraform, ARM).
- Advanced Analytics Tools: Experience with advanced analytics tools and methodologies, including monitoring and logging solutions (Azure Monitor, Prometheus, Grafana).
- Agile Methodologies: Experience working in Agile development environments.
- Communication: Strong verbal and written communication skills, capable of articulating complex technical concepts to both technical and non-technical stakeholders.
- Team Collaboration: A collaborative mindset with a track record of working effectively within diverse teams.
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