Employable

Overview

Employable is a platform designed to integrate transformative AI solutions to address the challenge graduates face when applying for jobs through integrating post-interview feedback, improving job applications, and streamlining the recruiters’ process through engagement and job seeker analytics into a single, user-focused solution. This project's emphasis is on 'Agile Design'.

My Role

Solo project!

Timeline

September - October 2024

Achievements

Highest mark in cohort! 🕺

Quick demo

Quick demo

Problem Overview

Problem Overview

Every year, 300,000 students graduate from Australian universities. However, only 41% of applicants receive feedback post-interviews.

Approaching homeless individuals can be difficult, as they often feel vulnerable and reluctant to interact with researchers, stemming from past negative experiences or a lack of trust. Hence, we conducted secondary research, critically analysing reputable government reports, academic research, and news articles, based on research quality criteria we developed.

Methodology

Methodology

Agile Principles + Design Thinking + Double Diamond

I adopted an integrated approach that combines Agile principles with Design Thinking and the Double Diamond framework. This methodology facilitated a flexible, iterative, and user-centred process throughout the project. By systematically progressing through the phases of empathise, define, ideate, prototype, and test, I ensured our solution addresses key user pain points while remaining adaptable through continuous feedback. 

Empathise

Empathise

Empathising with the graduates

Agile value #1

"Individuals and interactions over processes and tools"

Agile value #1

"Individuals and interactions over processes and tools"

The process began by immersing ourselves in the experiences of recent graduates (i.e., Sarah). We employed persona development, empathy mapping, and user journey mapping to capture human-centred perspectives. This focus on empathy aligns with Agile’s emphasis on “individuals and interactions over processes and tools” (Beck et al., 2020). By understanding graduates’ frustrations and aspirations, I laid a foundation for design decisions centred on user satisfaction and engagement.

Persona development

Empathy mapping

User journey mapping

Key insights

Graduates are often unsure of which graduate job listings best suit their education background, soft skills, and experiences.

Graduates are often unsure of which graduate job listings best suit their education background, soft skills, and experiences.

During application, graduates participate in numerous AI assessments, yet rarely receive feedback for the application process.

During application, graduates participate in numerous AI assessments, yet rarely receive feedback for the application process.

Graduates are often unsure about which graduate job listings are available and best suit their soft skills or experiences.

Graduates are often unsure about which graduate job listings are available and best suit their soft skills or experiences.

Define

Define

Defining the problem

Agile value #2

"Customer collaboration over contract negotiation"

Agile value #2

"Customer collaboration over contract negotiation"

In the define phase, I focused on framing the problem in a way that aligns closely with the user’s needs, through 5W1H context analysis, systems mapping, and HMW (How Might We) framework. This aligned with with Agile's value of customer collaboration, where engaging with the user is seen as more critical than adhering strictly to predefined contracts or agreements. Understanding the user's real needs and problems allows for a better collaboration process.

5W1H context analysis

I used the 5W1H framework to analyse the problem by asking critical questions: Who, What, When, Where, Why, and How. This thorough context analysis allowed us to gain a comprehensive understanding of the user's situation and the factors surrounding the issue. By exploring each of these aspects, I was able to uncover the essential details needed to align our solution with the user's true needs.

What

Industry 4.0 is altering the industry standard for recruitment and attraction of talent, but failing to utilise AI and big data for the end-users (job seekers).

What

Industry 4.0 is altering the industry standard for recruitment and attraction of talent, but failing to utilise AI and big data for the end-users (job seekers).

When

The digital revolution of the recruitment industry is constantly changing, at a rate compatible with candidate recruitment, meaning that feedback is crucial.

When

The digital revolution of the recruitment industry is constantly changing, at a rate compatible with candidate recruitment, meaning that feedback is crucial.

Where

Our focus for this problem context is on a national level for Australia, but we aim to expand worldwide as the context is not applicable everywhere.

Where

Our focus for this problem context is on a national level for Australia, but we aim to expand worldwide as the context is not applicable everywhere.

Why

Due to temporal constraints and lack of mandates around generating feedback, HR consultants or recruiters frequently fail to issue feedback.

Why

Due to temporal constraints and lack of mandates around generating feedback, HR consultants or recruiters frequently fail to issue feedback.

Who

The key stakeholders involved are recruiters such as HR consultants, and job seekers, especially the final year undergraduate or graduate students.

Who

The key stakeholders involved are recruiters such as HR consultants, and job seekers, especially the final year undergraduate or graduate students.

How

A mere 41% of graduate applicants receive feedback post interview, leaving majority of candidates uncertain of how to progress (LinkedIn, 2015)

How

A mere 41% of graduate applicants receive feedback post interview, leaving majority of candidates uncertain of how to progress (LinkedIn, 2015)

Systems Mapping

I also applied systems mapping to visualise the relationships and interdependencies between different elements in the system. I mapped out how various components, including users, stakeholders, and external factors, interacted with each other. This helped me understand the broader context and identify potential challenges and opportunities, ensuring that the solution was aligned with the larger system.

HMW (How Might We) Framework

Additionally, I used the How Might We (HMW) framework to transform the insights we gathered into open-ended question. This question prompted me to think creatively about potential solutions and set the stage for ideation. By framing the problem as "How Might We" questions, I was able to focus on actionable opportunities for innovation rather than being constrained by limitations.

How might organisations use innovative emerging technologies, including but not limited to artificial intelligence, quantum computing, digital twins, to fundamentally redesign how they attract, recruit and retain the modern workforce?

Ideate

Ideate

Ideating the solution

Agile value #3

"Responding to change over following a plan"

Agile value #3

"Responding to change over following a plan"

In the ideation phase, I put an emphasis on coming up with innovative yet practical solution to the problem, through Crazy 8 and Storyboarding. This aligned with with Agile's value of responding to change, as effective ideation fosters flexibility and creative exploration, responding to new insights and ideas.

Crazy 8

I utilised Crazy 8 to uncover the root causes to a surface-level problem and rapidly generate a diverse array of solutions (Tomitsch et al., 2018). This technique promotes quick, creative brainstorming, enabling us to explore unconventional ideas that tackle the root causes of the problem area. I selected my top three concepts and collaborated with other students to give each other feedback for the most promising solutions, supporting Agile principle on “collaboration and cross-functional teams”.

Storyboard

Then, I created a storyboard to visualise how our selected ideas would unfold in real-world scenarios. This helped me step into the user’s perspective, ensuring the solution’s flow was intuitive and practical. It also provided a clear framework for collaboration and refinement, aligning with Agile’s focus on adaptability and continuous improvement.

Prototype + Test

Prototype + Test

Prototyping the solution

Agile value #4

"Responding to change over following a plan"

Agile value #4

"Responding to change over following a plan"

Integrating the Double Diamond and Design Thinking framework supported an iterative cycle of exploration and refinement (Design Council, 2019). The nature of Design Thinking is non-linear; thus, prototyping and testing were interwoven. Initial prototypes underwent user testing sessions, which informed subsequent iterations. This ongoing process ensured that each iteration was grounded in real user experiences, aligning with Agile’s value of “working solutions over comprehensive documentation”

Wireframes

Hi-fi prototype

Test

Test

Testing the solution

Agile principle

"Continuous attention to technical excellence and good design"

Agile principle

"Continuous attention to technical excellence and good design"

I then presented our prototypes to another students and received feedback which prompted further adjustments, reinforcing that design is an evolving process. Each testing round provided insights that guided prototype modifications, showcasing our iterative approach. This cyclical relationship between prototyping and testing allowed me to enhance functionality and user experience continuously, ensuring the final solution effectively addresses user needs.

Feedback and Findings

Users prefer actionable feedback with specific examples or steps they can take to improve, such as “Move the skills section to the top of your CV for better visibility”

Users prefer actionable feedback with specific examples or steps they can take to improve, such as “Move the skills section to the top of your CV for better visibility”

The tool already provides value, but enhancing its interactivity could further improve user preparedness and confidence.

The tool already provides value, but enhancing its interactivity could further improve user preparedness and confidence.

Users value transparency and organisation. A visually appealing, easy-to-navigate dashboard could further enhance their experience.

Users value transparency and organisation. A visually appealing, easy-to-navigate dashboard could further enhance their experience.

Users value transparency and organisation. A visually appealing, easy-to-navigate dashboard could further enhance their experience.

Users value transparency and organisation. A visually appealing, easy-to-navigate dashboard could further enhance their experience.

Implementation Plan

Implementation Plan

Use of Minimum Viable Products (MVP)

Agile principle

"Simplicity–the art of maximising the amount of work not done–is essential"

Agile principle

"Simplicity–the art of maximising the amount of work not done–is essential"

MVPs will be used to receive the maximum amount of useful customer feedback from the least amount of completed work (Project Management Institute Inc., 2017), achieving the Agile principle of simplicity. By splitting Employable’s planned offerings into MVPs, I also aim to minimise any delays between product development, receiving customer needs, and market feedback (Anderson, 2016).

Furthermore, the use of modular feature rollouts ensures users can leverage immediate value early that incrementally evolves and expands based on user needs and feedback (Beck et al., 2001), hence allowing Employable to adapt to market volatility and make more informed decisions between releases

Implementation Plan Timeline

Assumptions, Risks, and Responsibilities

Assumptions

Assumptions

Risks

Risks

Glide Logo

Responsibilities

Glide Logo

Responsibilities

Glide Logo

Responsibilities

Glide Logo

Responsibilities

Stakeholder Engagement

Personal Reflection

Personal Reflection

What makes Employable Special?

Filling the Feedback Void for Job Seekers

Employable bridges a critical gap by offering personalised, AI-driven feedback on CVs and interview performance. This focus on actionable insights empowers candidates, especially graduates and students, to improve and align their applications with recruiters' expectations.

Filling the Feedback Void for Job Seekers

Employable bridges a critical gap by offering personalised, AI-driven feedback on CVs and interview performance. This focus on actionable insights empowers candidates, especially graduates and students, to improve and align their applications with recruiters' expectations.

Dual Focus on Job Seekers and Recruiters

Unlike traditional platforms, Employable supports both sides of the hiring process. While job seekers gain tailored advice, recruiters benefit from streamlined processes, creating a balanced solution that serves two key audiences.

Dual Focus on Job Seekers and Recruiters

Unlike traditional platforms, Employable supports both sides of the hiring process. While job seekers gain tailored advice, recruiters benefit from streamlined processes, creating a balanced solution that serves two key audiences.

Dynamic Evolution Through Agile

Employable is unique in its Agile approach, enabling continuous updates based on real-time user input. This responsiveness ensures the platform evolves alongside the changing needs of the job market, staying relevant and impactful.

Dynamic Evolution Through Agile

Employable is unique in its Agile approach, enabling continuous updates based on real-time user input. This responsiveness ensures the platform evolves alongside the changing needs of the job market, staying relevant and impactful.

What did I learn through this project?

The Impact of Agile Methodologies

This project was my first deep dive into Agile, and I saw first-hand how iterative development drives continuous improvement. Agile’s focus on feedback loops and adaptability ensured Employable stayed aligned with user needs and market trends.

The Impact of Agile Methodologies

This project was my first deep dive into Agile, and I saw first-hand how iterative development drives continuous improvement. Agile’s focus on feedback loops and adaptability ensured Employable stayed aligned with user needs and market trends.

User-Centred Design in Practice

Working on Employable deepened my understanding of designing for real pain points. Addressing challenges faced by graduates and students taught me how to create solutions that genuinely provide value.

User-Centred Design in Practice

Working on Employable deepened my understanding of designing for real pain points. Addressing challenges faced by graduates and students taught me how to create solutions that genuinely provide value.

User-Centred Design in Practice

Working on Employable deepened my understanding of designing for real pain points. Addressing challenges faced by graduates and students taught me how to create solutions that genuinely provide value.

Balancing Technical and Human-Centric Goals

I learned how to integrate advanced AI capabilities while maintaining a simple and intuitive user experience. This balance was essential to ensuring Employable remained accessible and effective for its diverse audience.

Balancing Technical and Human-Centric Goals

I learned how to integrate advanced AI capabilities while maintaining a simple and intuitive user experience. This balance was essential to ensuring Employable remained accessible and effective for its diverse audience.

Balancing Technical and Human-Centric Goals

I learned how to integrate advanced AI capabilities while maintaining a simple and intuitive user experience. This balance was essential to ensuring Employable remained accessible and effective for its diverse audience.

Thank you for reading!

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Davin Oh

Sydney, Australia

davinoh0930@gmail.com

+61 402 065 625