We are seeking a python focused engineer with strong experience in mlops and devops
*responsibilities*:
- build tools for automation around ml workflows orchestration and model deployments using ci/cd workflows
- automate infrastructure deployments and tool configurations using terraform or similar iac tools
- write clean, maintainable code in python,go and other object-oriented programming languages (e.g., java).
- troubleshoot and resolve issues related to ml workflow deployments
- generate and maintain operational reporting pipeline through tools like big query, looker and tableau.
- collaborate with data scientist to improve developer workflows and ensure seamless integration with tools.
*required skills and qualifications*:
- hands-on experience with vertex ai, or other similar platforms like amazon sagemager,
- understanding of different model and its model deployment, monitoring, and scaling in production 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
- 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.