#Japan #Minato #Persol Career #Job Matching #doda X

Introduction

In a bid to improve the recruiting experience for high-class professionals, PERSOL CAREER has introduced an innovative feature in their doda X Professional Search database. This addition leverages large language models (LLM) to automatically generate personalized messages for headhunters, allowing them to effectively communicate the key skills and experiences they value in potential candidates. Since its launch on March 18, this feature aims to provide clarity and reason for why candidates are approached, addressing concerns of generic outreach.

Background of the Feature

As the job market for high-class professionals becomes increasingly competitive, it has been noted that many candidates often feel uncertain about why they have been evaluated positively. Feedback from job seekers has indicated that recruitment messages can come across as template-driven without sufficient personalization. This lack of specificity can diminish the appeal of job offers, as candidates may not fully grasp what makes their experiences or skills noteworthy.

To counter this issue, doda X Professional Search has established a specific field for headhunters to highlight the experiences or skills that piqued their interest in a candidate. However, due to the time-consuming nature of crafting original messages, many headhunters rarely utilized this option. Interestingly, research indicates that including customized highlights results in notably higher response rates from candidates, demonstrating the need for a more tailored approach to recruitment communications.

The New Automatic Feature

Recognizing these challenges, the new LLM-powered feature was developed to automate the generation of scouting messages based on the candidate's career history. When headhunters specify a skill or experience that stands out, the LLM drafts a suggestion that can be fine-tuned before sending it out. This simplified process not only saves time but also encourages headhunters to focus more on helping candidates understand their market value and approach their job search with confidence.

By providing insightful and relevant reasons for scouting candidates, PERSOL CAREER hopes to facilitate a smoother transition for high-class professionals into new roles that align with their qualifications and aspirations.

The Impact on Candidates and Head Hunters

Head hunters who adopt this new feature will find their interactions with high-class candidates transformed. Because the LLM generates messages tailored to the specific attributes that first drew the headhunter’s attention, candidates receive clear, concise communication. This clarity can significantly enhance candidates' understanding of their value in the job market and encourages them to engage more openly in discussions about career opportunities.

Conversely, for headhunters, this tool alleviates the pressure of having to craft individualized messages from scratch. They can quickly adapt the generated content to reflect their voice and approach, ensuring that each outreach is personal yet efficient. This balance of automation and personal touch is critical in today’s fast-paced recruiting environment.

Commitment to High-Quality Matchmaking

As the doda X Professional Search evolves, PERSOL CAREER remains committed to fostering high-quality connections between top talent and businesses. The introduction of this LLM-driven feature is just one step in an ongoing series of enhancements designed to optimize recruitment processes for both sides of the job market.

About doda X Professional Search

For those unfamiliar, doda X is a premier job placement service targeting exceptional talent, now boasting over 400,000 members as of July 2025. The platform recognizes trends such as the rise of diverse employment avenues, including side jobs, freelancing, and entrepreneurship. In response to these developments, doda X offers comprehensive job counseling and career coaching services that transcend traditional job listings. By equipping high-class individuals with a plethora of potential career paths, doda X aims to be the go-to partner for strategic career advancement.