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Consultant Specialist

Consultant Specialist

Hsbc

5 - 10 years

25 - 30 Lacs

pune

Posted:2 hours ago| Platform:

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Skills Required

analytical skills training version control gcp banking model development monitoring financial services python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Establish and maintain best practices for ML Ops. Including version control, CI/CD pipelines and the Vertex Al Model Registry and End Points.
Implement MLOps tools to streamline model development, training, tuning, deployment, monitoring and explain.
Deploy and Manage ML models on GCPs Vertex Al platform ensuring efficient and scalable execution.
Identify and address performance bottleneck in ML models and pipelines.
Troubleshoot and resolve ML issues ensuring optimal model performance and costs. Work Closely with data scientists to prepare and preprocess data for model training and evaluation.
Assist in feature engineering and selection to ensure model performance.
Develop techniques to visualize and explain model behavior ensuring model transparency and accountability in-line with PRA SS1/23 guidelines.
Collaborate with infrastructure and DevOps teams to establish efficient deployment and scaling strategies.

Requirements

Strong proficiency in ML Ops principles and tools.
Proficiency in data engineering and pipeline development.
Experience with GCP including Big Query, Cloud Composer and Vertex Al.
Strong problem-solving and analytical skills.
Strong proficiency in Python
Experience with Java would be beneficial.

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Consultant Specialist