ASU Resume Analyzer
The Arizona State University Cloud Innovation Center, in partnership with Arizona State University, is in the process of developing an internal solution to help ASU CIC managers better sort through the large amount of applications they get when they post a student job opening.
Problem
The Arizona State University Cloud Innovation Center (CIC) hires student cloud developers once or twice a year. When they engage in this hiring process, they often receive upwards of 200, or even more, applications. Each application contains basic information, a resume, and a cover letter. It can take up to six or seven hours for managers at the CIC to comb through the resumes manually, which can slow down the hiring process in a time when help is needed on teams at the CIC.
Approach
Once managers have specified the skills they are looking for, the Sun Devil Skill Sorter will utilize Amazon Comprehend to classify resumes and cover letters that are sent as bundles by ASU Human Resources. This allows managers engaging in the hiring process to easily sort through applications in an easy-to-read format. The PDF files will then be converted to text documents and run through the Jurassic-2 Jumbo Instruct Large Language Model. From this model, candidates can be identified for their strengths and will be moved to the interview phase of the hiring process.
Supporting Artifacts
The Amazon Working Backwards process produces three artifacts - a Press Release, a list of Frequently Asked Questions, and a Visual depiction of the user experience. You can find the artifacts here:
| PRFAQ | Coming soon |
| Visual | Coming soon |
Next Steps
The ASU CIC is working internally to develop the solution.
About the ASU CIC
The ASU Smart Cities Cloud Innovation Center (CIC) is a strategic relationship with Amazon Web Services (AWS) and is supported by AWS on ASU’s Innovation campus - SkySong. The mission of the CIC is to drive Innovation Challenges that materially benefit the greater Phoenix metro area and beyond. The CIC will do this by solving pressing community and regional challenges, using shareable and repeatable technology solutions from ideation through prototype, as a service for the greater human good.
The CIC also provides real-world problem-solving experiences to students by immersing them in the application of proven innovation methods in combination with the latest technologies to solve important challenges in the public sector.
The challenges being addressed cover a wide variety of topics including homelessness, water conservation, vandalism, pedestrian safety, digital service delivery and many others. The CIC leverages the deep subject matter expertise of government, education and non-profit organizations to clearly understand the customers affected by public sector challenges and develops solutions that meet the customer needs.
For more information on the ASU CIC, to read about projects or to submit a challenge, please visit https://smartchallenges.asu.edu.