This annual report ranks universities based on their students’ performance on CodeSignal’s General Coding Framework, the industry standard for evaluating new grad developer talent.

The 2024 CodeSignal University Ranking Report includes:

• Full CodeSignal university rankings of top 50 US colleges & universities for software engineering
• Top non-US schools for developer talent
• Top 5 schools recruiters should pay more attention to in 2024
• Best Hispanic-Serving Institutions (HSIs) and Emerging HSIs for new grad developer talent

How individuals learn technical skills hasn’t kept pace
with recent innovations in tech. The content of traditional computer science (CS) programs is years behind current technology, and learning from lectures or videos alone is not as effective as gaining hands-on experience.

This report from CodeSignal describes 3 ways that artificial intelligence (AI) is tranforming how individuals learn technical skills, including learning to code. 

Download the report to learn: 

• How AI makes one-on-one learning scalable and accessible
• Opportunities for learning personalization with AI
• How AI facilitates mastery-based learning

A major shift in the technological landscape is underway.
This shift is not just about faster computers or the rise of AI innovations like ChatGPT; it’s a fundamental change in the skills we need to navigate our future. This rapid evolution of technology is leading
to major skill gaps in the tech workforce.

This paper from Tigran Sloyan, CEO and Co-Founder at CodeSignal, describes the top 4 skill gaps emerging on engineering teams today—and why they matter. 

With a 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 from Albert Sahakyan, Engineering Manager at CodeSignal, describes how you can discover and develop the AI talent your organization needs, including examples of assessment questions and learning exercises. 

Download the whitepaper to learn: 

• Core skills required of AI, ML, and prompt engineers
• A more effective process for identifying qualified AI and ML engineering candidates
• Best practices for upskilling and reskilling current employees with in-demand AI and ML skills

ChatGPT, Github CoPilot, and other AI-powered coding assistants have taken the world by storm. This survey of more than 1,000 developers around the world reveals how they are embracing these tools to boost their productivity and learn new technical skills.

The AI Coding Assistant Trends Report includes:

• Top uses for AI-powered coding assistants
• Most popular AI code assistant tools
• What developers are excited to use AI for
• Developers’ top concerns about AI

From layoffs to artificial intelligence (AI) innovations, the tech industry has experienced major shifts from 2022 to 2023. Given these changes, we at CodeSignal wanted to know: what does all this mean for engineering teams today? 

To find out, we surveyed over 100 engineering leaders at top US companies, from team leads up to CTO. This report summarizes our key findings, including:

• How AI is impacting engineering teams
• Most pressing challenges & priorities for engineering leaders today
• Tech stack needs for hiring new engineers

This annual report ranks universities based on their students’ performance on CodeSignal’s General Coding Framework, a validated skills evaluation measuring fundamental programming ability with interactive code writing tasks.

The 2023 CodeSignal University Ranking Report includes:

• Full CodeSignal university rankings of top 50 US colleges & universities for software engineering
• Top non-US schools for developer talent
• Top 5 schools recruiters should pay more attention to in 2023
• Best Hispanic-Serving Institutions (HSIs) and Emerging HSIs for new grad developer talent

The State of Engineer Hiring Survey provides original insights on industry-wide trends in technical hiring today gathered from our survey of thousands of candidates who took an assessment on CodeSignal.

The 2023 State of Engineer Hiring Survey includes:

• Top technologies software engineers use
• In-demand technical specialties
• Current salary ranges for tech roles
• The impact of skills-based hiring

This annual report ranks universities based on their students’ performance on CodeSignal’s General Coding Framework, a validated skills evaluation measuring fundamental programming ability with interactive code writing tasks. 

The 2022 CodeSignal University Ranking Report includes:

• Full CodeSignal university rankings of top 50 colleges & universities for software engineering
• Top 5 schools recruiters should pay more attention to in 2022
• Best Hispanic-Serving Institutions (HSIs) and Emerging HSIs for new grad developer talent