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Data Science Collaboration In The Age Of AI
- Task-based collaboration is a tactical and transactional approach while relationship-based collaboration is a more strategic partnership.
- Task-based collaboration involves hiring someone to carry out specific tasks immediately while relationship-based collaboration involves finding a partner to own and manage part of your work for a longer period of time.
- Both types of collaboration have their advantages depending on your business needs.
- With generative AI on the rise, tactical tasks are more exposed to being replaced completely or shrunk in scope as AI handles more of the technical items.
- Organizations will continue to require both types of collaboration, but demand for relationship-based collaboration skills is expected to remain steadier compared to task-based skills.
- The demand for strategic, relationship-based collaboration skills will be much more resistant to AI replacement compared to task-based skills.
- People who offer strategic, relationship-based collaboration skills will likely be in greater demand over time as compared to those who offer basic coding tasks.
- One's requirement of either of the models of collaboration depends on one's preference.
- With generative AI on the rise, it is essential for individuals to build the skills required to be a relationship-based partner to remain relevant in the future.
- Regardless of whether one plans to own a business or collaborate within their organization, focus should be on building strategic, relationship-based collaboration skills.
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