Articles By: CodeSignal

AI Skills Report: Meeting the Demand for AI & ML Engineers

With surging demand for artificial intelligence (AI) innovation across industries, employers today are experiencing significant skill gaps in AI and machine learning (ML) engineering skills. This whitepaper identifies the core skills required of AI, ML and prompt engineers. It then presents two solutions for filling these skills gaps on technical teams: first, a more effective process for identifying qualified AI […]

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How Machine Learning is Revolutionizing Professional Development

Explore the transformative role of machine learning in professional development, as it shifts the paradigm from generic training to highly personalized learning experiences tailored to individual needs and skills. This article delves into how ML-driven strategies are enhancing employee engagement, improving knowledge retention, and streamlining training processes, while also addressing the challenges of data privacy and algorithmic bias. Discover why […]

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Hiring AI Engineers: A Comprehensive Guide

With AI technologies becoming more sophisticated and their applications more diverse, the role of AI engineers is crucial for translating the potential of AI into real, practical solutions. This guide dives into the key skills to look for, recruitment strategies, and best practices to find and hire the AI engineers you need to drive innovation at your organization.

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Skills Top Tech Companies Are Hiring For

If you read the latest news and op-eds on technical hiring today, it seems like the tech industry has been overtaken by the need for skills in one hot new area: artificial intelligence (AI). Generative AI tops the list for in-demand technical skills published by McKinsey, Forbes, TechCrunch, and others, many of whom predict that tools like ChatGPT will fundamentally […]

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Developers & AI Coding Assistant Trends Report

Discover how over 1,000 developers leverage AI-powered coding assistants like ChatGPT and GitHub Copilot to revolutionize their workflow and learning processes. This comprehensive report unveils that 81% of surveyed developers use these tools daily to enhance productivity, debug code, and acquire new technical skills. Highlighting the vast adoption and the dynamic shift towards AI-assisted coding, it reveals an emerging trend […]

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Job Analysis: The Secret to Effective and Compliant Hiring Practices

Job analysis is the foundation of best practices in Industrial and Organizational (IO) Psychology—and the answer to some of the most painful problems organizations face in their hiring practices: legal and compliance risk, candidate drop-off due to poor experience, making the wrong hires, and more. In this whitepaper from CodeSignal’s Skills Evaluation Lab, you’ll learn:• What a job analysis is, […]

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It’s More Than Just ChatGPT: The Role of AI and ML in Talent Selection

When you think about artificial intelligence (AI) and machine learning (ML), what comes to mind? If it’s ChatGPT, AI-generated art, and autonomous pizza delivery, you’re not alone. These are just a few of the most buzzworthy developments in AI and ML from the past few years–and they’re just the tip of the iceberg. Download this guide to learn all about […]

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Top 20 Tech Recruiting Platforms to Supercharge Your Hiring

Digital transformation has led to a surge in demand for skilled technical talent, not just in tech companies, but across various sectors including finance, healthcare, retail, and government. Additionally, advancements in artificial intelligence (AI), like ChatGPT, are reshaping the skills required and the methods used for assessing software engineering talent. Hence, recruiters and hiring teams need the right platforms and […]

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