Senior Machine Learning Operations Engineer
3 days ago
About ReflexAI
ReflexAI is a pioneering technology company that leverages machine learning and natural language processing to empower mission-driven organizations. Our innovative tools transform how frontline teams are trained, developed, and empowered.
About this role
We are seeking a highly skilled Senior Machine Learning Operations Engineer to join our AI/ML team. As a key member of our team, you will be involved in multiple large-scale projects, designing, building, and maintaining our machine learning platform. This platform accelerates the development, deployment, and maintenance of ML models.
Key Responsibilities
- Design and Implement efficient large-scale training and maintenance of ML models and multi-platform support.
- Collaborate with ML engineers, product managers, and software engineers to understand various use cases and pipelines.
- Establish standards and procedures for running workflows for machine learning.
- Implement continuous integration and continuous deployment (CI/CD) for machine learning models and data pipelines.
- Expand the data warehouse with new data sources, access features, and dashboards.
Requirements
- Significant experience (typically 3+ years) in ML or ML Ops in a production environment.
- Experience building end-to-end scalable ML infrastructure and data pipelines with on-premise or cloud platforms.
- Experience with container-based deployments (e.g., Docker, Kubernetes).
- Proficiency in Python, Terraform, and data warehousing languages and tools.
- Strong teamwork skills, including communication and collaboration with technical and non-technical team members.
- Open-mindedness, demonstrated by considering other perspectives and feedback, engaging in discussions professionally and empathetically, and a strong desire to learn.
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