Data Science Roles & Tasks

https://github.com/Azure/Microsoft-TDSP/blob/master/Docs/roles-tasks.md

Team Data Science Process: Roles and tasks¶

This document outlines the key personnel roles and their associated tasks.

Definition of Four TDSP Roles

Group Manager (Leader of Digital Factory) - Is the manager of our entire DS unit.

Team Lead (DS coordinator) - Is the manager of a team in a DS unit.

DS Teams - Multiple Data Scientists.

Project Lead (Scrum Master) - Manages the daily activities of individual DS on a specific DS project.

Project Individual Contributor - Is our team members, compose by: Data Scientists, Data Engineering, Designers, Scrum Masters, etc.

OBS: The team lead and Goup Manager can be the same person.

Definition of the tasks by TDSP Roles

Group Manager - Create a Group Account on code hosting platform, like GitHub - Create a Project Template Repository on the group account. - Create a Utility Repository, utilities to make the work of DS more efficient. - Create the Security Control Policy of these repositories on our group account.

Team Lead - Create the Team Project Template Repository about the team project. - Create the Team Utility Repository* and add some team-specific utilities to the repository. - Create the Azure File Storage & Data Science Virtual Machine to store useful data assets. - Set up the Security Control by adding team members and configure their privileges.

Project Lead: - Create a Project Repository under the team project, seed it from the Team project template repository. - Create a Azure File Storage & DSVM to store data assets of the project. - Set up the Security Control by adding project members and configure their privileges.

Project Individual Contributor - Clone the Project Repository set up by the Project Lead. - Mount the shared Azure File Storage and DSVM*. - Execute the project.

DS Project Execution - All members, excluding the manager, can create work items to track all tasks and stages of the project. - Essential Version Control in these Artifacts. - Sprint Planning (Project Lead - Scrum Master) - Developing artifacts on Git Branches to address work items (DS) - Code Review and merging branches with master (Data Engineer)

Ref: Group Manager Detail Link: https://github.com/Azure/Microsoft-TDSP/blob/master/Docs/group-manager-tasks.md Team Lead Tasks Detail Link: https://github.com/Azure/Microsoft-TDSP/blob/master/Docs/team-lead-tasks.md Project Lead Tasks Detail Link: https://github.com/Azure/Microsoft-TDSP/blob/master/Docs/project-lead-tasks.md Project Individual Contributor Detail Link https://github.com/Azure/Microsoft-TDSP/blob/master/Docs/project-ic-tasks.md Execution https://github.com/Azure/Microsoft-TDSP/blob/master/Docs/project-execution.md