How CakeResume Uses Mixpanel to Optimise the Job Seeker Experience

CakeResume is a rapidly growing resume builder and job platform with a strong presence across Taiwan, Japan, Singapore, Vietnam, and Southeast Asia. The platform allows job seekers to create professional resumes and portfolios and connect with employers — a dual-sided marketplace requiring careful analytics on both the job seeker and employer sides. Mixpanel provides the product analytics that CakeResume uses to understand job seeker behaviour, optimise the resume creation experience, and improve platform retention in a market where user acquisition costs are high and competition for talent platform attention is intense.

The Job Platform Analytics Challenge

Job platforms are used episodically — most users engage intensively during active job searches and then disengage once hired. Building lasting platform relationships that bring users back for the next job search (or to hire talent) requires understanding the entire job seeker journey: from resume creation through job discovery, application submission, and outcome. Analytics tools must capture the long, non-linear nature of job search behaviour to provide actionable insights for product improvement.

Resume Creation Funnel Analysis

CakeResume uses Mixpanel to analyse the resume creation funnel — understanding how many users who start building a resume complete each section, where users abandon the creation process, and which resume templates and formats generate the highest completion rates. A completed, high-quality resume is a prerequisite for successful job applications, making resume completion the most critical activation metric for CakeResume. Funnel analysis reveals exactly where to improve the creation experience to increase completion rates.

Job Discovery and Application Behaviour

Mixpanel's event tracking enables CakeResume to understand how job seekers navigate the job listing experience: which search filters they use, which job categories they explore, how many listings they view before applying, and what differentiates the listings that generate applications from those that are ignored. These insights inform how job listings are ranked, recommended, and presented to each job seeker based on their profile and behaviour.

Platform Retention for HR Tech in Asia

CakeResume uses Mixpanel cohort analysis to understand which actions in the first week of platform use predict long-term retention — and designs onboarding flows that guide new users to those high-retention actions as quickly as possible. For a job platform, long-term retention means being the first platform a professional turns to for their next career move — a positioning that requires building a relationship during and after the active job search period, not just during it.

Frequently Asked Questions

How do HR tech and job platforms use analytics?

HR tech and job platforms use analytics to measure resume completion rates, job application conversion, employer response rates, and user retention across the job search lifecycle. They use funnel analysis to optimise job seeker onboarding, A/B testing to improve listing recommendation algorithms, and cohort analysis to understand which user behaviours predict long-term platform loyalty.

What is the most important metric for a job platform?

Resume or profile completion rate is typically the most critical activation metric for job platforms, as it is a prerequisite for job applications. Beyond activation, 90-day return rate (job seekers who come back after their initial search) is a key loyalty metric that indicates whether the platform has built a lasting professional relationship.

How is Mixpanel used for HR tech platforms in Vietnam?

Mixpanel is well-suited for HR tech platforms, job boards, and professional network applications in Vietnam and Southeast Asia. AKA Digital is Vietnam's exclusive Mixpanel representative and has experience implementing analytics for digital platforms across multiple categories. Book a free Mixpanel consultation.