An AI CV & Interview content tool

for fresh job seekers

My Role

UX Designer

Overview

Leveraging AI to assist users in crafting enhanced resumes and refining interview techniques.

Timeline

February 2023 - Ongoing

Team

3 Developers, 2 Designers, 1 Project Manager

3 Developers, 2 Designers, 1 Project Manager

The Problem

Job hunting becomes overwhelming due to the lack of guidance and scattered information.

Job hunting becomes overwhelming due to the lack of guidance and scattered information.

Many undergraduate and recently graduated students struggle with job searching. Through conversations with these individuals, it became clear that they often feel confused and frustrated during this process. They received minimal guidance from their schools, leaving them to conduct extensive research on their own to understand what steps to take before, during, and after applying for jobs. Many are unsure where or how to begin their job search, and despite applying to over 50 positions, they still struggle to secure interviews. The overwhelming amount of scattered information further complicates their job hunting experience.

Solution

  1. Provide clear guidance

  • AI assistant as a career councilor to go through step-by-step of creating effective resume and interview preparation

  • Provide real-time assistance

  • Users can ask the assistant questions anytime

  1. Streamlining resume & interview content

  1. Streamlining resume & interview content

  • Tailor resume/interview

  • Enhance readability & positive impression

  • Emphasize key skills & experience based on the job

  1. Prepare interview with confidence

  1. Prepare interview with confidence

  • Provides keywords & answers that user prepared prior the mock interview

  • Gives the user control to hide the hints as they get more confident

  • Gives users feedback for each question at the end of the mock interview

Research

The company had a high fidelity prototype prior to Jomud, but the goal of the platform was somewhat ambiguous, resulting in its resemblance to a generic job search platform. Given this lack of clear product direction, I initiated a comprehensive phase of problem analysis and user research.

According to the Federal Reserve Bank of New York…

Nearly half of new graduates are underemployed, working jobs that dont require a bachelors degree.

Nearly half of new graduates are

underemployed, working jobs that dont require a bachelors degree.

Nearly half of new graduates are

underemployed, working jobs that dont require a bachelors degree.

On top of secondary research, we’ve conducted interviews with more than 20 undergraduates and recent graduates. It became strikingly evident that a significant number of students share a common challenge: a lack of guidance and a fear of failure in their job search.

On top of secondary research, we’ve conducted interviews with more than 20 undergraduates and recent graduates. It became strikingly evident that a significant number of students share a common challenge: a lack of guidance and a fear of failure in their job search.

“Right when I graduated, I had no idea how to approach to find the job I wanted other than going on job sites. I had no idea where to start or how to write a resume that standout. I recognized that there are student job fairs but I’m not sure how to make the experience valuable to me.”


— Student, Selena

“Right when I graduated, I had no idea how to approach to find the job I wanted other than going on job sites. I had no idea where to start or how to write a resume that standout. I recognized that there are student job fairs but I’m not sure how to make the experience valuable to me.”


— Student, Selena

It would be extremely valuable for students if there was guidance on how to stand out and effectively create resumes/interview preparation. That would not only boost their confidence but also help them secure their dream jobs.

It would be extremely valuable for students if there was guidance on how to stand out and effectively create resumes/interview preparation. That would not only boost their confidence but also help them secure their dream jobs.

The Gap

Currently, there are resources available, such as career counseling at schools, YouTube videos, and various forms of online career guidance. The internet provides an abundance of resources dedicated to assisting individuals in crafting resumes, navigating job applications, and pursuing related endeavors. Additionally, there are various networking events specifically tailored to support students' professional growth. However…

Currently, there are resources available, such as career counseling at schools, YouTube videos, and various forms of online career guidance. The internet provides an abundance of resources dedicated to assisting individuals in crafting resumes, navigating job applications, and pursuing related endeavors. Additionally, there are various networking events specifically tailored to support students' professional growth. However…

The number of available information can overwhelm many students.

A significant portion also finds themselves

lacking essential networking & resume building skills,

which can lead to hesitancy when it comes to confidently participating in job fairs or gaining valuable insights.

The number of available information can overwhelm

many students.

A significant portion also finds themselves

lacking essential networking & resume building skills,

which can lead to hesitancy when it comes to confidently participating in job fairs or gaining valuable insights.

User Interviews

According to my interviewees, increased guidance in the job search process would significantly simplify the process of finding employment. That includes resume building, interview preparation, etc.

I’ve asked them a few questions to discover trends on what they struggle with in their job-finding experience.

Research Questions:
1. What was the most difficult part when you job search? why?
2. What do you think could help your job search experience easier? Why?
3. How did you find resources and what resources did you use to help you write resumes/prepare for interviews?

Main Insights

Most of the interviewees expressed the belief that comprehensive guidance throughout the entire job search process would be immensely beneficial. Plus, they emphasized the convenience of having verified resources and information centralized in a single, accessible location.


The persistent challenge arising from the lack of guidance emphasizes a significant pain point in the job hunting experience for students and graduates. It serves as a clear indicator of the need for effective solutions that can provide guidance and support them to find their dream job.

How might we create a convenient space for students and graduates to receive guidance throughout the job application process?

How might we create a convenient space for students and graduates to receive guidance throughout the job application process?

Ideating

We wanted to put a strong emphasis on delivering a comprehensive guidance to our target users. So, we proposed the development of a student/graduate-focused AI job search platform.


This platform would serve our target users by providing essential functions, including the ability to organize resumes in different positions, and facilitating the tailoring of their resumes and interviews to specific job posts through a user-friendly builder.

User Journey Map

Changes in Design

Navigation Bar

  • updated on logo and colour

  • removed the links in the bar & put them in a side bar instead

  • overall cleaner & less overwhelming

Side Bar

At first, we…

  • changed and aligned with the new font

  • changed the colour for aesthetics

  • brought all functions into one place


In our third design, we…

  • Decided to go back to a simplistic design, focusing on our main functions

Resume Builder

  • reorganized the layout of input fields, allowing users to drag and drop within the sections

  • instead of having users to just click ‘Enhance’ buttons, we utilize AI to detect areas of improvement within their resume & provide suggestions right away


Testing

We are currently in the process of conducting user testing, employing a two-group approach. The first group involves moderated testing, consisting of 10 carefully selected individuals who precisely match our target audience criteria.


In this moderated setting, we will conduct in-depth observations as these participants interact with our prototype. Concurrently, we have an unmoderated group comprising 20-30 individuals from our target audience. We will gather feedback via a survey, enabling us to efficiently collect quantitative insights on the user experience.

Testing Screens

Tailor to a job in resume builder.

Edit resume in resume builder.

Creating flashcards for interview preparations.

Able to receive guidance during mock interview.

Prototype

A quick glance of our AI function on Resume Builder.

Reflection & Things I'd Do Ongoing

1. Usability Tests: The Path to Solutions
Don't get caught up in overanalyzing a problem. Conducting extensive research sometimes won't provide the solutions we need. Instead, it's during usability tests that we often uncover the answers.


2. Balancing Innovation with Core Objectives
The platform boasts an array of functions, which sometimes leads to ideas that may not align with our core product goals. It's imperative to stay focused on the platform's primary objectives and ensure that my thinking revolves around those goals. While many ideas may be valuable, it's important to recognize that not every good idea can be integrated.


3. Ensuring Effective Communication
Particularly within our design team and with our development team. Given the close collaboration between the two teams, it is crucial that we establish and maintain clear communication to foster the development of the product. Effective communication not only helps us align our efforts but also enables us to address design and development challenges collaboratively.

5. User Feedback in Our Iterative Design Process
Continuously gathering feedback from our users and using it to enhance our design is a key aspect of our iterative design process.

Created by Ophelia Chung

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