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Staff Machine Learning Engineer

Staff Machine Learning Engineer

Experian

3 - 6 years

13 - 17 Lacs

hyderabad

Posted:1 day ago| Platform:

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Skills Required

machine learning mlops python ai databricks cloud platforms data engineering analytics tensorflow data science gcp pytorch cloud infrastructure performance optimization aws azure

Work Mode

Work from Office

Job Type

Full Time

Job Description

Machine Learning Engineer at Experian responsible for designing, building, and deploying Gen AI and ML solutions on cloud-native infrastructure, partnering with data science and cloud teams. You will focus on productionizing models, optimizing performance and cost, and ensuring solutions meet Experian''s security, reliability, and compliance standards.

Key Responsibilities (in order of importance):

Design, build, and productionize scalable Gen AI and ML models and services on cloud infrastructure.
Develop and maintain robust MLOps pipelines for training, evaluation, deployment, and monitoring of models.
Collaborate with data, product, and cloud engineering teams to define model architectures, data contracts, and SLAs.
Implement observability, performance optimization, and drift detection for models in production.
Ensure ML solutions adhere to Experian''s security, compliance, and responsible AI guidelines.
You will report to a Senior Manager

Qualifications

Bachelor''s degree
Python
MLFlow
Databricks
Main Skills include Python.
They also include ML/Gen AI frameworks, such as PyTorch, TensorFlow, and Hugging Face.
Additionally, they include MLOps/CI-CD, Cloud platforms like AWS, Azure, and GCP, and Data engineering and feature pipelines.

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Staff Machine Learning Engineer