Job Title: Principal ML Ops Engineer
We are looking for a skilled professional to join our team as a Principal Machine Learning Operations Engineer. The idóneo candidate will have industry-relevant experience delivering large-scale machine learning and data science projects.
The successful candidate will be part of a collaborative team of multidisciplinary engineers, working closely with data science teams to create tools, standards, and automate commonly used tasks in the machine learning product lifecycle. They will also contribute to increasing the capabilities of the platforms team to better suit the data scientists' ways of working.
Key Responsibilities:
- Collaborate with Data Scientists and Machine Learning Engineers across departments to understand their challenges and work together to build necessary tools/platforms.
- Be part of an agile team continuously improving clients' machine learning development environments, platforms, and tooling.
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Brief Description of Tasks
This role entails championing production readiness within AI research & Development project pipeline whilst systematically scaling up exploratory R&D; into reliable scalable systems leveraging cutting edge technologies such scalability best practices DevOps automation principles Python Airflow Kubeflow Argo Python Kubernetes etc leading-edge infrastructure software containers orchestration concepts relevant notional domain expertise deployed running model quality assurance after industrializing processes producing trained models promulgating platform standardizing engineering approaches tech stacks utilizing CI/CD pipelines self-service models prior following established train - validate deliver manage automate validation ensure actionable business value through mature solution grounding driven relentless tested it-suit integrations proper meaningful in-house quite at us indeed giving scores functioning maintains visibility partnering companies complying time again numbers oriented 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