NatWest Group

Director - AI Engineering

NatWest Group
Bengaluru/Bangalore
Not disclosed
Work from OfficeWork from Office
Full TimeFull Time
Min. 16 yearsMin. 16 years

Job Description

AI Engineer, Director

Join us as a Data Engineer-AI

  • Build and lead a team that ships production generative and agentic AI systems used by millions of customers and colleagues — solving problems that don't yet have a playbook.
  • Combine strong people leadership with deep, hands-on technical expertise, staying close to the detail while building a high-performing, engaged, and continuously improving team.
  • Have the autonomy to choose the right tools, frontier models, and architectures for the job, and the scale to see your work make a real-world impact
  • We are offering this role at director level

What you’ll do

In this role, you’ll develop and share knowledge of business data structures and metrics, advocating for changes when needed for product development. You’ll also educate and embed new data techniques into the business through role modelling, training, and experiment design oversight.

We’ll look to you to drive DevOps adoption into the delivery of data engineering, proactively performing root cause analysis while resolving issues. You’ll also deliver a clear understanding of data platform cost levers to meet department cost savings and income targets.

You’ll also be responsible for:

  • Lead and line-manage a team of AI engineers: setting objectives, managing performance, coaching and developing careers, and building an inclusive, high-trust culture
  • Own the technical vision and roadmap for the team's AI systems, and make the architectural decisions that shape how we build, evaluate, and safely operate LLM-powered applications
  • Stay hands-on, contributing to design, code, and reviews, and setting the bar for engineering quality across multi-agent workflows, Retrieval-Augmented Generation (RAG) pipelines, and LLM integrations
  • Design agent-to-agent communication frameworks, including structured messaging, shared state, coordination protocols, and failure handling.
  • Architect and optimise RAG pipelines, covering document chunking, embedding generation, vector storage, retrieval evaluation, ranking, and freshness handling
  • Design and own the data pipelines that feed AI systems — ingestion, transformation, and feature/embedding preparation — built for reliability, data quality, and lineage
  • Build and operate orchestrated, scheduled workflows using tools such as Apache Airflow, with monitoring, retries, and clear failure handling
  • Leverage cloud data platforms such as Snowflake (alongside AWS data services) for scalable storage, transformation, and analytics that underpin AI and ML workloads
  • Drive optimisation for low latency, reliability, throughput, and cost across production AI workloads on AWS
  • Integrate and orchestrate a range of frontier LLM providers, balancing capability, cost, latency, and risk, and designing for portability across models and providers

The skills you’ll need

We’re looking for someone with strong communication skills and the ability to proactively engage and manage a wide range of stakeholders. You’ll have extensive experience working in a governed, and regulatory environment.

You’ll also need:

  • At least sixteen years of experience in IT industry with minimum five years experience in technical leadership
  • Strong experience designing and shipping production AI/ML or generative AI systems at scale
  • Proven proficiency in Python, PySpark, SQL, CICD pipelines, Git version control
  • Advanced experience of integrating frontier LLM providers such as OpenAI, Anthropic and agent frameworks such as LangGraph or LangChain
  • Experience of designing robust data pipelines, with hands-on experience of workflow orchestration tools such as Apache Airflow
  • Proven experience building and operating cloud-native AI services on AWS such as Amazon Bedrock, SageMaker, ECS/EKS, Lambda, using Docker, Kubernetes, and infrastructure as code

Hours

45

Job Posting Closing Date:

25/06/2026

Experience Level

Executive Level

Job role

Work location
Work locationBengaluru, India
Department
DepartmentSoftware Engineering
Role / Category
Role / CategoryData Science & Machine Learning
Employment type
Employment typeFull Time
Shift
ShiftDay Shift

Job requirements

Experience
ExperienceMin. 16 years

About company

Name
NameNatWest Group
Job posted by NatWest Group

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