WORKERA: AI Career Pathways
There is an emergence of two types of AI focuses within an organisation according to WORKERA:
⏩ With a data science focus: it aims to help business leaders make data-driven decisions and run their business more effectively. The main tasks of the team include collecting data, analyse datasets and suggest hypotheses and actions.
⏩ With a machine learning focus: it aims at automating tasks to reduce costs or scale products. The main tasks include collecting data, training and deploying models.
Both ways have a heavy data collection component, but the downstream tasks diverge slightly. The infrastructure required to support the two ways have many overlaps but have a different emphasis on experimentation and reliability.
⏩ The data science team needs a mature experimentation suite.
⏩ The machine learning team needs a reliable way to scale and deploy.
Fuel your teams’ productivity with the right infrastructure support 💪