MLOps Engineer

Incedo Inc.

3 - 5 years

0 Lacs

hyderabad telangana india

Posted:2 days ago| Platform: Foundit logo

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Skills Required

drift monitoring and control ci cd-based automated ml application pipelines testing ml models ml pipeline creation schema validation automating ci cd pipelines model evaluation data validation tools evaluation metrics

Work Mode

On-site

Job Type

Full Time

Job Description

Role: MLOps Engineer

Location: Hyderabad

Experience: 3 to 5 years

Job details:

ML pipeline creation, drift monitoring and control
Automating CI/CD pipelines to account for data, code, and model changes
Develop and deploy CI/CD-based automated ML application pipelines (collection, processing, cleaning, transformation, etc.) along with the CT component for a continuous feedback loop for re-training.
Implement model evaluation and model + data validation tools/ techniques such as schema validation, evaluation metrics, etc.
Querying and working with databases, testing ML models, Git and version control, and frameworks like Flask, and FastAPI.
Develop and maintain schedulers to orchestrate and schedule various data processing and machine learning tasks.
Currently exploring triggers based on data changes, model performance degradation, or predefined schedules to initiate retraining workflow.

Regards,

Manvendra Singh

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