摘要:
Automated interfaces with interactive keywords between employment postings and candidate profiles are disclosed. An example system includes a profile database and one or more processors. The one or more processors are configured to identify one or more posting keywords by parsing extracted text of an employment posting, retrieve one or more posting search-terms from a search-term database based on the one or more posting keywords, and generate a list of candidates based on one or more candidate profiles retrieved from the profile database. Further, the one or more processors are configured to present, to the recruiter, an interface that includes a posting section and a candidate section adjacent to the posting section. Further, the one or more processors are configured to typographically emphasize the posting keywords that are associated with the posting search-terms to indicate relationships between the employment posting and the list of candidates.
摘要:
Methods and apparatus are disclosed for systems and methods for improving search results through partial selection of an initial result. An example system includes a query manager to present candidate information to a recruiter based on a search term list during a session on an employment website and modify the search term list to include a first search term selected by the recruiter. The query manager also is to query a database for a list of candidates based on the search term list that is modified and present the list of candidates on the employment website during the session. The example system includes a search term generator to identify a first portion of the candidate information that has been highlighted by the recruiter on the employment website and automatically convert the first portion of the candidate information into the first search term responsive to the recruiter highlighting the first portion.
摘要:
Method and apparatus are disclosed for estimating job and career transition capabilities of candidates in a database. An example system for processing a search query indicative of a candidate to hire includes a database including records of a plurality of profiles, a network connector to provide access to the database via an application programming interface, and a computing device. The computing device periodically generates a first score representing a likelihood that a person associated with the respective profile will respond to a communication regarding a job in a particular category. The computing device also, in response to receiving a search query (a) generates a second score representing a probabilistic measurement of a likelihood that the person associated with the retrieved profile will change jobs, (b) generates a third score representative of a percentile level of activity associated with searching for a new job.
摘要:
A computer-based system and method is described for converting non-standardized resumes and job listings into standardized profiles that can be easily searched, compared and referenced. Attributes are identified within the resumes and job listings, and are evaluated for various features. Each resume or job listing is broken down into its component parts and analyzed based on a logic-based routine to identify and package meaningful content.
摘要:
A computer-based system and method is described for converting non-standardized resumes and job listings into standardized profiles that can be easily searched, compared and referenced. Attributes are identified within the resumes and job listings, and are evaluated for various features. Each resume or job listing is broken down into its component parts and analyzed based on a logic-based routine to identify and package meaningful content.
摘要:
Method and systems are disclosed for distribution of candidate information to a recruiter list. An example apparatus includes a candidate manager to retrieve, via a processor, a first keyword provided by a candidate during a session of the candidate on an employment website. The apparatus includes a recruiter-candidate comparator to query, in real time during the session, a database including bids for candidates. The recruiter-candidate comparator is to retrieve, in response to identifying that at least one of the bids for candidates includes the first keyword, one or more of the bids for candidates from the database that include the first keyword and determine a recruiter list to include at least one recruiter of the one or more bids for candidates that include the first keyword. The apparatus includes a recruiter manager to distribute, in real time during the session, candidate information of the candidate to the recruiter list.
摘要:
Method and apparatus are disclosed for classification of job titles via machine learning. An example system includes memory configured to store a convolutional neural network (CNN). The CNN includes a character-title partial-CNN, a word-title partial-CNN, a description CNN, and at least one fully-connected layer. The example system also includes one or more processors configured to apply the character-title partial-CNN to a title to generate a character-level feature, apply the word-title partial-CNN to the title to generate a first word-level feature, and apply the description partial-CNN to a description to generate a second word-level feature. The one or more processors are configured to generate a posting feature by concatenating the character-level feature, the first word-level feature, and the second word-level feature. The one or more processors are configured to determine a numeric representation of a classification for the title by applying the at least one fully-connected layer to the posting feature.
摘要:
Methods and apparatus are disclosed for location-based augmented reality for job seekers. An example system includes a mobile device and a remote server. The mobile device includes a camera to collect video and a processor configured to execute an employment app to generate, in real-time, a computer-generated layer that includes a balloon for each of the employment locations. The processor also is configured to execute the employment app to generate, in real-time, an augmented reality interface by overlaying the computer-generated layer onto the video. A display location and a display size for each of the balloons indicate the employment locations to the employment candidate. The mobile device includes a display to display the augmented reality interface. The remote server is configured to identify up to the predetermined number of the employment locations. Each of the employment locations corresponds with one or more employment postings.
摘要:
Method and apparatus are disclosed for automated resume and job posting creation with limited user-generated information. An example automated system includes a database and processor(s). The processor(s) are configured to obtain employment information for previous positions of a candidate via an employment app. For each of the previous positions, the processor(s) are configured to present a position interface; collect an employer name, a position title, a location, and a period of employment via the position interface; present a responsibilities interface that includes suggested responsibilities for the previous position; and collect, via the responsibilities interface, one or more selected responsibilities. The processor(s) are configured to retrieve, for each of the previous positions, the suggested responsibilities from the database based on the employer name, the position title, the location, and the period of employment. The processor(s) are configured to create a resume utilizing the one or more selected responsibilities.
摘要:
Method and apparatus are disclosed for estimating job and career transition capabilities of candidates in a database. An example system for processing a search query indicative of a candidate to hire includes a database including records of a plurality of profiles, a network connector to provide access to the database via an application programming interface, and a computing device. The computing device periodically generates a first score representing a likelihood that a person associated with the respective profile will respond to a communication regarding a job in a particular category. The computing device also, in response to receiving a search query (a) generates a second score representing a probabilistic measurement of a likelihood that the person associated with the retrieved profile will change jobs, (b) generates a third score representative of a percentile level of activity associated with searching for a new job.