The Core AI Infra data science team is focused on building telemetry and observability for the Microsoft Graphics Processing Units (GPU's).
Requirements
- Experience designing data models for projects and translating business requirements into design specification documents to model the flow and storage of data across data pipelines.
Responsibilities
- Writes code to test advanced storage and availability of data platforms and leads the implementation of sustainable design patterns to make data platforms more usable and robust to failure and change.
- Identifies trends across relevant data sources that allow others to develop insights to plan future data architecture designs or solution fixes.
- Uses and contributes to the development of advanced and reusable modification techniques and operations (e.g., inserting, aggregating, joining) to transform raw data into a form (e.g., dimensional data model) that is compatible with downstream data consumers, databases, and formats that support applications, analytics and reporting.
- Expands the application and reusability of software, query languages, and computing tools (e.g., cloud-based) to transform raw data from multiple pipelines.
- Identifies multiple, complex data sources and builds advanced code to extract raw data from identified upstream sources using query languages, tools, or machine learning algorithms, while assuring quality, scale, and reliability of the data across the pipeline.
- Contributes to the code review process by providing feedback and suggestions for implementation.
- Drives the business case to implement advanced orchestration techniques that automate data extraction logic for many sources of data.
Other
- Ability to meet Microsoft, customer and/or government security screening requirements are required for this role.
- Microsoft Cloud Background Check: This position will be required to pass the Microsoft Cloud background check upon hire/transfer and every two years thereafter.
- Collaborates with others to identify opportunities to optimize data tools used to transform, manage, and access data across teams, scaling with efficiency and reduced time to new data insights.
- Microsoft is an equal opportunity employer.
- If you need assistance and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations.
