Deutsche Bank
Financial Services
AI/MLProductEngineer,VP
Neural analysis suggests this role is
optimal for Executive candidates.
“AI/ML Product Engineer, VP at Deutsche Bank. Skills: AI/ML, Platform Engineering, MLOps, GCP. Design AI/ML capabilities. Develop AI/ML capabilities”
Industry & Context.
Root cause analysis
What They're Looking For.
Must Have
5+ years ML model lifecycle, Knowledge of GenAI, Knowledge of ML techniques, Experience with Vertex AI, Experience with GCP APIs, Experience with BigQuery ML, Python experience, TensorFlow/PyTorch experience, CI/CD experience, Terraform experience, API design understanding, System integration understanding, AI features in full-stack products understanding, Model governance understanding, Ethical AI familiarity, Model explainability familiarity, Secure AI development familiarity, Privacy-aware AI development familiarity, Generalist with specialisation, Proficiency in scripting, Proficiency in Infrastructure as Code, Knowledge of DevOps practices, Knowledge of CI/CD tools, Knowledge of GitOps workflows, Confidence working with programming languages, Confidence working with tools, Confidence working with technologies, Ability to guide colleagues
Nice to Have
Google Cloud certifications
What You'll Do.
Design AI/ML capabilities
Develop AI/ML capabilities
Operationalize AI/ML capabilities
Enable standardized access to GCP AI/ML services
Build reusable ML pipelines
Build reusable ML patterns
Build reusable ML accelerators
Support model integration
Ensure compliance with frameworks
Define guardrails for model usage
Enable controlled model onboarding
Enable controlled model validation
Enable controlled model lifecycle tracking
Translate business use cases
Recommend suitable GCP services
Recommend suitable models
Recommend suitable architectures
Support teams in accelerating adoption
Implement MLOps practices
Build CI/CD pipelines for ML workflows
Integrate ML pipelines with platform services
Provide technical leadership
Drive standardization
Contribute to AI/ML roadmap
How You'll Work.
Team & Collaboration
Engineering teams; Platform engineering; Cross-functional teams
Process & Methodology
Roadmap planning
Full Job Description
## _**Job Description:**_ **Job Title:****AI/ML Product Engineer, VP** **Location: Pune, India** **Role Description** **Hybrid Cloud Products and UX** * Cloud Products and UX is an Engineering team in Hybrid Cloud Infrastructure, responsible for maturing and maintaining the DB opinionated consumable services within GCP (Cloud Products) as well as maintaining the master record database and telemetry tooling wrt. product consumption via the GCP asset inventory. In addition, the team holds Engineering responsibility for DB's Cloud User Experience (currently an in-house developed Portal / UI). The Cloud Product and UX remit includes the development of AI/ML capabilities to support the end-to-end cloud onboarding user experience. * Our goal is to use the full native capabilities of Google Cloud Platform (GCP) to build a self-service platform for DB’s engineers to safely provision GCP resources without friction. You will be a member of a team that builds and operates this platform. * As an AI/ML Engineer, you will drive the design, enablement, and governance of AI/ML capabilities on GCP, ensuring safe, scalable, and compliant adoption of machine learning and generative AI services across the bank. * You will work at the intersection of platform engineering, AI/ML model adoption, and policy enforcement, enabling engineering teams to leverage AI/ML services aligned with Deutsche Bank standards, controls, and risk frameworks **What we’ll offer you** As part of our flexible scheme, here are just some of the benefits that you’ll enjoy * Best in class leave policy * Gender neutral parental leaves * 100% reimbursement under childcare assistance benefit (gender neutral) * Sponsorship for Industry relevant certifications and education * Employee Assistance Program for you and your family members * Comprehensive Hospitalization Insurance for you and your dependents * Accident and Term life Insurance * Complementary Health screening for 35 yrs. and above **Your key responsibilities*
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