ML OPS/ Consultant Specialist

4 weeks ago

Pune India HSBC Full time

Job Description

Job description

If you're looking for a career that will help you stand out, join HSBC and fulfil your potential. Whether you want a career that could take you to the top, or simply take you in an exciting new direction, HSBC offers opportunities, support and rewards that will take you further.
HSBC is one of the largest banking and financial services organisations in the world, with operations in 64 countries and territories. We aim to be where the growth is, enabling businesses to thrive and economies to prosper, and, ultimately, helping people to fulfil their hopes and realise their ambitions.

We are currently seeking an experienced professional to join our team in the role of Consultant Specialist

- 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 GCP's 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

What you need to have to succeed in this role:

- 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.

You'll achieve more when you join HSBC.
www.hsbc.com/careers

HSBC is committed to building a culture where all employees are valued, respected and opinions count. We take pride in providing a workplace that fosters continuous professional development, flexible working and opportunities to grow within an inclusive and diverse environment. Personal data held by the Bank relating to employment applications will be used in accordance with our Privacy Statement, which is available on our website.

Issued by - HSBC Software Development India

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