This voice is auto-generated. Please let us know if you have any feedback.
Dive overview:
- According to a report released last week, organizations may already have the talent needed to add value from the data they collect. forester.
- Even if data science isn’t a full-time role, many employees are now using analytics at work. This includes business analysts and professionals from the finance, marketing and engineering departments, the technology research and advisory firm said..
- By combining AI-enabled tools that automate the more complex aspects of data science with machine learning algorithms and low-code applications, these professionals, dubbed “citizen data scientists” by Forrester, can gain advanced business insights and predictive models. endowed with the ability to generate.
Dive Insight:
Demand for data skills continues to outstrip the supply of available talent. With companies vying for his IT talent against the backdrop of historically low unemployment, he finds comfort in identifying previously underutilized analytics capabilities within an organization.
People with knowledge of correlation, statistical inference, and regression analysis can fill a variety of non-data science roles.
With additional training and guidance, workers with these skills can begin with data collection and preprocessing. From there, move on to more complex capabilities such as identifying trends, patterns, and anomalies in datasets, and using predictive value to uncover hidden insights with the help of automated machine learning. I can.
According to Forrester, accessing these skills requires not only technical assets but also a systematic approach.
Adopting low-code tools with ML and AI capabilities can be risky without clear governance and process guardrails to ensure accuracy. Standardizing data across organizations is also important to ensure consistency of results, the report says.
Talent-starved organizations can find analytical skills in entry-level job seekers, even candidates without traditional tech resumes. A recent survey by Handshake found that 4 out of 5 of her 2023 graduating non-technical majors have skills related to data analysis and her IT systems.
