AI-Native Recruitment Management System "MyTalent Hire" Newly Equipped with "Scoring Function" to Rank Candidate Match Levels

TalentX Co., Ltd. (Head Office: Shinjuku-ku, Tokyo; Representative Director and CEO: Takafumi Suzuki; Securities Code: 330A; hereinafter "the Company") has newly released the "AI Document Check Scoring Function" within "MyTalent Hire," the recruitment management system embedded in its AI-native recruitment platform "MyTalent Platform." This new function allows AI to visualize and manage the match level between candidates and job requisitions.

This feature embodies our unique recruitment model, "AI-Native Recruitment," which promotes "execution and judgment" by AI, allowing humans to focus on "decision-making and relationship building." It eliminates subjectivity in judgment during the initial stages of selection and enables a rapid approach to high-priority candidates based on data. This goes beyond mere operational efficiency, leading to an improved recruitment success rate and highly reproducible recruitment activities.

Background of the Release: The Challenges of "Prioritizing Candidates" and "Reproducibility of Selection" in Document Screening

Previously, "MyTalent Hire" offered AI-driven automatic screening and summary creation for application documents, reducing the workload of HR personnel in reviewing documents. However, the following challenges persisted in the recruitment field:

Unclear Prioritization: As the number of applications increased, prioritizing became difficult, leading to "delayed responses" to top-tier candidates.

Subjectivity in Judgment: Evaluation criteria depended on the recruiter's subjective views, resulting in variations and oversights in selection outcomes.

Lack of Reproducibility: The decision-making process for acceptance or rejection was opaque, making organizational verification and improvement difficult.

To address these issues, we developed this function to consistently rank application documents based on job requirements and instantly display the most suitable candidates at the top.

Overview of the "AI Document Check Scoring Function": AI Standardizes "Selection Criteria" and Supports Strategic Selection Decisions

AI highly analyzes the compatibility between job requirements and application documents, quantitatively evaluating candidates against consistent criteria to support strategic selection decisions.

Quantitative Scoring from 0 to 100 and Sorting Function

AI analyzes the content of application documents (resumes, CVs) and their compatibility with defined job requirements, calculating a score from 0 to 100. On the administration screen, candidates can be sorted by score from highest to lowest, allowing for immediate identification of priority candidates.

Contextual Analysis via "Semantic Matching"

Instead of simple keyword matching, "semantic matching" (meaning analysis) is employed to infer the depth of experience and skill affinity from context. For example, it can interpret the scale and nature of management from descriptions, regardless of the presence of the phrase "leadership experience," thereby highly determining compatibility with requirements.

Operational Efficiency through Requirement Template Management

Common application requirements for multiple job openings (e.g., "3+ years of sales experience," "specific language skills") can be managed collectively as "requirement templates." This enables the immediate application of unified, highly accurate matching criteria across the entire company, elevating the quality of selection.

The introduction of this function, with its objective scoring, resolves structural issues such as subjective selection and slow processes, enabling the fastest approach to top talent. HR personnel are freed from routine tasks and can concentrate resources on "essential human activities" like attracting candidates and improving CX (Candidate Experience).

TalentX's Philosophy Behind Implementing This Function: "Autonomous Driving" by AI Unleashes Human and Societal Potential

Our company aims to "create a society that unleashes human and organizational potential" and pursues essential matching through AI and technology.

While AI utilization in recruitment is advancing, particularly in Western countries, concerns about governance, such as bias and transparency, are growing. Against this backdrop, we advocate for the concept of "AI-Native Recruitment." In this approach, AI assists in recruitment decisions by analyzing candidate-job compatibility based on requirements set by each company and providing matching insights. Meanwhile, humans are responsible for building relationships with candidates and making final decisions. Visualizing the evaluation process and standardizing criteria reduce variations in judgment, leading to fair and reproducible recruitment. Furthermore, by visualizing previously uncaptured contextual information about experiences and skills, it provides opportunities to discover new potential in individuals.

TalentX will continue to pursue "recruitment that unleashes human and organizational potential" by ensuring reliability and transparency through the symbiosis of AI and human roles.

About "MyTalent Platform," Japan's First AI-Native Integrated Talent Acquisition Platform

MyTalent Platform is Japan's first (*) AI-native integrated talent acquisition platform that provides an all-in-one solution for continuous acquisition of excellent talent.