- Senior
- Bureau à Pune
Your role
We are looking for an experienced Data Engineer or ML Engineer to drive the delivery of an innovative ecosystem of tools and services. In this AI focused role, you will contribute to the development of an SDK for
1) Data Producers across the firm to build high-quality autonomous Data Products for cross-divisional consumption and
2) Data Consumers (e.g. Data Scientists, Quantitative Analysts, Model Developers, Model Validators and AI agents) to easily discover, access data and build AI use-cases.
Responsibilities include:
• direct interaction with product owners and internal users to identify requirements, development of technical solutions and execution
• develop an SDK (Software Development Kit) to automatically capture Data Product, Dataset and AI / ML model metadata. Also, leverage LLMs to generate descriptive information about assets
• integration and publication of metadata into UBS's AI Use-case inventory, model artifact registry and
Enterprise Data Mesh data product and dataset catalogue for discovery and regulatory compliance purposes
• design and implementation of services that seamlessly collects runtime evidence and operational information about a data product or model and publishes it to appropriate visualization tools
• creation of a collection of starters/templates that accelerate the creation of new data products by leveraging a collection of the latest tools and services and providing diverse and rich experiences to the Devpod ecosystem.
• design and implementation of data contract and fine-grained access mechanisms to enable data consumption on a 'need to know' basis
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We’re committed to disability inclusion and if you need reasonable accommodation/adjustments throughout our recruitment process, you can always contact us.
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Your team
Your expertise
• 5+ years industry experience with Python / Pandas, SQL / Spark, Azure fundamentals / Kubernetes and Gitlab
• additional experience in data engineering frameworks (Databricks / Kedro / Flyte), ML frameworks (MLFlow / DVC) and Agentic Frameworks (Langchain, Langgraph, CrewAI) is a plus
• ability to produce secure and clean code that is stable, scalable, operational, and well-performing. Be up to date with the latest IT standards (security, best practices). Understanding the security principles in the banking systems is a plus
• ability to work independently, manage individual project priorities, deadlines and deliverables
• willingness to quickly learn and adopt various technologies
• excellent English language written and verbal communication skills
About us
We have a presence in all major financial centers in more than 50 countries.