The main goal for the project is to gain insight into the HR aspect of the data science team, including roles and tasks. The project will likely involve researching and analyzing data related to data science team dynamics, and may include interviews with team members to gather more information. The end goal is to help Sofvie improve the efficiency and effectiveness of their data science team.

To achieve the project goal, students will likely need to complete the following tasks:

• Research and gather data on data science team dynamics, including roles and tasks and responsibilities
• Analyze the data to identify patterns and trends
• Interview team members to gather more information and perspectives
• Synthesize the findings and create a report or presentation summarizing the key insights
• Provide recommendations for how Sofvie can improve the efficiency and effectiveness of their data science team based on the findings
• Present their findings and recommendations to the Sofvie team.

• Regular meetings with a project mentor or supervisor to provide guidance and feedback
• Access to necessary tools and technology, such as data analysis and visualization software
• Access to relevant data and resources, such as information on data science team dynamics and past projects
• Planning documents and project templates to help students stay organized and on track
• Opportunities for students to collaborate and network with Sofvie staff and other data science professionals
• A supportive and inclusive work environment that encourages learning and experimentation
• Clear communication and a clear project scope and deliverables.