The computer demand skills and jobs for 2024
In-demand skills and jobs for 2024
Due to the rapid pace of technological innovation, IT, analytics, and programming jobs are in high demand. The categories below highlight eight of the hottest jobs in 2021, based on industry findings. Although the general skills involved and hourly wage ranges are included, keep in mind that every company will have its own requirements, so the ideal skill set and expertise for each job can vary. Most viable job candidates should have a STEM-related undergraduate degree or certifications at the minimum. Depending on their scope and complexity, some jobs may require specialized postgraduate degrees such as a Master of Science in AI (artificial intelligence) or a Master of Science in robotics.
Machine learning
Machine learning (ML) engineers build programs that learn from data and improve their accuracy over time. They help businesses automate routine tasks, change operational models, and maximize efficiency while optimizing costs. Job skills typically include a deep knowledge of data science, programming languages such as Python/C++, R, and Java, applied math and algorithms, probability and statistics, and distributed computing. The average rate for machine learning engineers ranges from $80 to $125 per hour.
Automation
Automation specialists develop programs that streamline and automate processes to achieve outcomes with minimal human input, helping companies reduce costs. Ideal skills and expertise include computer science, coding in languages such as Python, writing automated tests and building test frameworks, and configuration management (CM) software. The average rate for automation specialists ranges from $40 to $110 per hour.
Data analytics
Data analysts apply statistical analysis and technologies to data to reveal trends that ultimately solve problems and improve data-driven business decision-making. Data analysts should have expertise in critical thinking and problem solving, statics and statistical programming, SQL (structured query language), building dashboards and reports, and data visualization. The average rate for data analysts ranges from $40 to $100 per hour.
Mobile application development
B2B and B2C mobile applications are ubiquitous and widely accepted. Mobile application developers create, test, and program apps for computers, smartphones, tablets, and other mobile devices, such as wearable medical technology. Mobile application jobs typically require a strong background in computer science and programming and analytic and problem-solving skills. The average rate for mobile application developers ranges from $40 to $100 per hour.
VR (virtual reality)
Virtual reality developers create and test VR and AR (augmented reality) applications that offer a simulated user experience similar to or completely different from reality. Applications include video games and education, such as military, sports, and medical training. Skills include programming and software development experience, detailed XR (extended reality) knowledge, machine learning, computer vision, 3D modeling and animation, and graphics rendering. The average rate for virtual reality developers ranges from $40 to $100 per hour.
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