success case
With LLM HQ, 1111 Job Bank provides GenAI services for job seekers and HR.
LLM HQ is the latest BYOA product launched by Headquarter.ai. LLM HQ is an AI Orchestrator to retrieve contextual prompts from enterprises for faster and safer LLM results.
1111 Job Bank Leverages LLM HQ to recommend job vacancies based on individual resumes.
In the Job Bank industry, most talent-to-job matching relies on personalised or rule-based recommendation systems. However, traditional AI solutions can no longer fully meet the ever-changing job skills and recruitment criteria.
As a result, Job Banks struggle to expand their revenue amid market fluctuations, while investing in manual efforts to update and adjust resume databases. To address the rapidly changing market demands from talent and businesses, the Job Bank industry needs to explore alternative AI solutions for continuous optimization of job search efficiency for candidates and time effectiveness for employers.
Customer Testimonial
The talent matching scenarios in job banks differ significantly from the common recommendations in e-commerce. Fortunately, with the assistance of KKLab's professional team, we were able to integrate AWS AI/ML solutions, including Amazon Comprehend, Amazon Translate, Amazon SageMaker, and Amazon Personalize. This allowed us to establish dynamic tags for resumes and job descriptions, enabling us to provide high-quality talent-matching services.
- 簡聖霖, Director of the Data Science Department, 1111 Job Bank -
The Customer's Recommendation Chanllenges
Now, working as slashes is a new trend. If recommendations are solely based on job titles, such as “iOS Engineer,” it may only lead to finding candidates who have previously held the title of iOS Engineer, rather than identifying other professionals with more relevant experience.
Similarly, candidates may face difficulties being matched with job opportunities that align best with their experience and qualifications after completing their resumes and job requirements.