Transforming Tech Hiring with AI powered coding assessments
How the world’s largest technology company built a fair and efficient talent evaluation process for software engineers using Aspiring Minds Automata solution.
One of the five biggest companies in the world had a problem. They needed to identify top flight programming talent from schools as well as candidates with professional software experience quickly and economically without sacrificing excellence. The traditional recruiting process was cumbersome and not delivering the quality of candidate they required. The company sought to go beyond the usual indicators like school and work history. They also sought to save time and money by putting candidates through a standardized assessment that would weed out weaker candidates early in the process
WHY ASPIRING MINDS
This technology company realized they needed a reliable and scalable way to test the coding skills of an extremely diverse applicant group. And they needed to do it quickly. Their applicant pool is consistently large so it was very important that the solution was automated and could handle thousands of applicants’ coding assessments at a time.
Aspiring Minds defines the leading edge of recruitment and interviewing tools. Automata, our AI powered automated evaluator of programming skills and our IRT-based adaptive analytical skill assessment program, was tailor-made for this assignment. These data-driven assessments have an established track record of accurately measuring skill sets and discriminating among candidates whose backgrounds seem otherwise the same.
Automata, which can do a “deep dive” into a candidate’s code with AI/ML, delivered a multiplicity of scores based on coding quality and accuracy. Predictive analytics then linked the coding scores to probability of success on the job. Finally, a data-driven classification of candidates into categories optimized subsequent human intervention and judgment.
Expanded pool of qualified candidates. Customized assessments. Speedy results.
Better experience. Better candidates.
The intelligence and efficiency of Automata helped our client identify and process more than 50,000 high-quality applicants in a single year, leading to the hiring of over 1,000 top software engineers. Aspiring Minds’ delivery technology combined with live support and 100% cloud deployment gave the client what they needed: anytime, anywhere testing that could scale and discern candidates' skills at unprecedented levels.
Higher quality talent found: The client confirmed that the Automata process resulted in a substantial improvement in the quality of the candidates they hired.
Recruiting efficiency increased: Machine learning decision-making helped reduce interviewing effort by 60%, saving hundreds of thousands of dollars. Client reported a substantial reduction in the average processing time of an applicant without sacrificing any rigor or overall candidate quality.
Scaling allowed for inclusion and diversity: The hiring team was able to reach and process four times more candidates than in the past, hitting the goal of extending the candidate group and creating a truly open pool of great variety and inclusion.
100% interviewer satisfaction: Every technical interviewer and the people in the trenches agreed that Automata dramatically improved the client’s hiring process and did it based on the company’s goals of maintaining quality, scaling efficiently, and moving beyond the traditional assessment screens.
Blending the power of Artificial Intelligence with the science of psychometrics, Aspiring Minds optimizes your hiring process to select the best through an engaging candidate experience. Our comprehensive portfolio of assessment and interview solutions to measure cognitive abilities, language proficiency, personality traits and functional skills allows corporations to select for 100s of different job roles. You can rely on our predictive analytics to identify high-performing, engaged and long-lasting employees.