FEATURE : MODERN WORKPLACE
THIS SHIFT IS AKIN TO WHAT TOOK PLACE DURING THE YEARS FROM 1997 TO 2002 WHEN THE EMERGENCE OF THE COMMERCIAL INTERNET AND THE . COM ERA TURNED PRIORITIES UPSIDE DOWN FOR MUCH OF CORPORATE IT .
the hiring of vast numbers of web developers and networking experts .
The increased adoption of cloud computing is driving similar transitions today in IT teams supporting this modern deployment model .
In developing this data set , IDC used the following definitions to describe the roles broken out in the study :
• DataOps uses a combination of technologies and methods with a focus on quality for consistent and continuous delivery of data value , combining integrated and process-oriented perspectives on data with automation and methods analogous to agile software engineering
• DevOps uses collaborative , agile approaches paired with extensive automation development pipelines , testing , infrastructure configuration , provisioning , security controls and life-cycle continuous integration ( CI ) for continuous development and continuous delivery ( CD )
• DevSecOps uses a methodology that asserts that security needs to be prioritized at the beginning of the DevOps delivery pipeline . It enables DevOps teams , collaborating with security , to act as key stakeholders in defining and implementing security policies
• ITOps uses technology and methods to provide routine , scheduled tasks and unscheduled support activities related to IT systems . ITOps professionals may spend as much as 50 % of their time engaged with business users in support , the elicitation of requirements and performing contingent or secondary business tasks
• MLOps uses technology and processes to streamline and automate the entire Machine Learning ( ML ) life cycle . The key capabilities include managing and automating ML data and pipelines , ML code , and ML models from data ingestion to model deployment , tracking and monitoring . MLOps uses similar principles to DevOps practices applied to Machine Learning processes
54 INTELLIGENTCIO LATAM www . intelligentcio . com