Data Privacy Job Market Trends
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AI Ethics
The field of study that deals with the moral implications and responsibilities of artificial intelligence. It focuses on ensuring AI systems are designed and used in ways that adhere to ethical standards and benefit society.
Federated Learning
A machine learning approach where models are trained across multiple decentralized devices without sharing raw data.
Synthetic Data
Artificially generated data used to train AI models, often employed when real data is scarce or sensitive.
API Engineer
Designs and develops application programming interfaces (APIs), enabling different software systems to communicate and interact with each other.
Data Platform Engineer
Specializing in the construction and maintenance of scalable data architectures, Data Platform Engineers utilize big data technologies to enhance analytics and business intelligence capabilities.
Principal Data Engineer
Focuses on designing and building data infrastructure to support analytics and processing of large data sets. Plays a key role in optimizing data pipelines and creating robust data environments.
Data Governance
Encompasses the policies, procedures, and standards used to manage and ensure the quality, security, and compliance of data within an organization.
Identity & Access Management
Encompasses policies, processes, and technologies used to manage digital identities and control access to resources within an organization.
Data Operations
Manages the processes and systems involved in collecting, storing, and processing data, ensuring efficient and reliable data management.