SSE/PSE- Python/Vertex AI/Terraform/Kubernetes
RemoteMexico
Job Summary
Build automation tools for ML workflow orchestration and model deployments using CI/CD pipelines. Automate infrastructure deployments and tool configurations with Terraform or similar IaC tools while writing clean, maintainable code in Python, Go, and other object-oriented languages. Troubleshoot and resolve issues related to ML workflow deployments in production environments. Generate and maintain operational reporting pipelines using Big Query, Looker, and Tableau. Collaborate with data scientists to improve developer workflows and ensure seamless integration with existing tools. This role requires 5+ years of experience in MLOps, DevOps, or related fields, with proficiency in Python and Kubernetes. Candidates must have hands-on experience with Vertex AI or similar platforms like Amazon SageMaker and understand model deployment, monitoring, and scaling. Basic knowledge of reporting tools, cloud technologies (AWS, GCP), and security best practices is essential. Experience with ecommerce concepts and a passion for utilizing GenAI to reduce manual processes are highly valued.
Required Qualifications
- Bachelor's degree in computer science, Engineering, or a related field
- 5+ years of experience in MLOps, DevOps, or a related role
- Strong problem-solving skills and attention to detail
- Ability to work in a fast-paced, dynamic environment
- Proficiency in Python
- Basic knowledge on reporting tools like Tableau, looker, big query (SQL)
- Experience with Ecommerce, understand general digital ecommerce concepts
- Experience with Kubernetes or other containerized orchestration platforms
- Basic knowledge of cloud technologies (e.g., AWS, GCP)
- Familiarity with security best practices in cloud and containerized environments
- Ability to write unit tests, integration tests, and provide clean, reusable code
- Passion for utilizing GenAI to reduce manual process
Desired Qualifications
- Hands-on experience with Vertex AI, or other similar platforms like Amazon SageMager
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