Data Privacy Job Market Trends

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AI Ethics

400-800
Employers
+219%
Growth

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.

API Engineer

300-600
Employers
+85%
Growth

Designs and develops application programming interfaces (APIs), enabling different software systems to communicate and interact with each other.

Data Platform Engineer

500-1K
Employers
+84%
Growth

Specializing in the construction and maintenance of scalable data architectures, Data Platform Engineers utilize big data technologies to enhance analytics and business intelligence capabilities.

Synthetic Data

300-600
Employers
+70%
Growth

Artificially generated data used to train AI models, often employed when real data is scarce or sensitive.

Federated Learning

120-240
Employers
+63%
Growth

A machine learning approach where models are trained across multiple decentralized devices without sharing raw data.

Principal Data Engineer

250-500
Employers
+41%
Growth

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

1K-2K
Employers
+29%
Growth

Encompasses the policies, procedures, and standards used to manage and ensure the quality, security, and compliance of data within an organization.

Data Operations

1.5K-3K
Employers
+25%
Growth

Manages the processes and systems involved in collecting, storing, and processing data, ensuring efficient and reliable data management.

Data Governance Analyst

250-500
Employers
+22%
Growth

Ensures data is managed, utilized, and protected effectively across an organization. Plays a critical role in maintaining compliance with data policies and improving data quality.