Machine Learning Engineer, AVP
Role Overview
NatWest is seeking a Machine Learning Engineer at associate vice president level.
The role focuses on deploying, automating, maintaining, and monitoring machine learning models in production.
The role includes designing and developing machine learning products for customers.
Key Skills for This Role
Full Job Posting
Job Details
- Applications close on 17 September 2026.
- The role is permanent and full time.
- The role is based in Bangalore, India, and normal working days must be carried out in India.
Role Overview
NatWest is seeking a Machine Learning Engineer at associate vice president level.
The role focuses on deploying, automating, maintaining, and monitoring machine learning models in production.
The role includes designing and developing machine learning products for customers.
What You Will Do
- Lead planning and design of complex machine learning projects.
- Codify and automate model production, including pipeline optimization, tuning, and fault finding.
- Transform data science prototypes and apply suitable machine learning algorithms and tools.
- Deploy and maintain end-to-end solutions and build metrics to improve system performance.
- Identify and resolve data distribution differences that affect model performance.
- Create robust production monitoring frameworks for machine learning models.
- Deliver models that meet expected quality and performance, including retraining where needed.
- Lead and work in Agile ways within multidisciplinary data and analytics teams.
Required Background
- Academic background in a STEM discipline such as Mathematics, Physics, Engineering, or Computer Science.
- Experience with machine learning on large datasets and knowledge of machine learning approaches and algorithms.
- Experience building, testing, supporting, and deploying machine learning models in production.
- Experience using modern CI/CD tools such as TeamCity and CodeDeploy.
- Good communication skills for engaging with a wide range of stakeholders.
- Experience coaching others.
Technical Skills
- Python experience with hands-on traditional machine learning, GenAI, and Agentic AI applications.
- Knowledge of data science and machine learning.
- Ability to demonstrate AI tooling and contribute to responsible AI automation, QA regression, and observability initiatives.
- Financial services knowledge and ability to identify business impacts, risks, and opportunities.
Bangalore Hub
- The Bangalore hub is located at Taurus 4, Bagmane Constellation Business Park.
- The office is a collaboration and innovation hub with capacity for approximately 6,000 colleagues.
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