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:
Methods and apparatus are disclosed for interactive job recommendation and application submission tools of employment website entities. A system includes processor(s). The processor(s) are configured to retrieve, during a session on an employment app operating on a computing device, a first employment opportunity for the candidate based upon candidate information and employment preferences of the candidate. The processor(s) are configured to detect, during the session, an employment command received from the candidate via the computing device in response to presenting the first employment opportunity to the candidate via the computing device. The processor(s), in response to determining that the employment command is a first predefined single swipe motion across a touchscreen of the computing device, are configured to automatically populate an electronic application for the first employment opportunity utilizing the candidate information, automatically submit the electronic application to an employer, and present a second employment opportunity via the computing device.
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:
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:
Methods and apparatus are disclosed for interactive job recommendation and application submission tools of employment website entities. A system includes processor(s). The processor(s) are configured to retrieve, during a session on an employment app operating on a computing device, a first employment opportunity for the candidate based upon candidate information and employment preferences of the candidate. The processor(s) are configured to detect, during the session, an employment command received from the candidate via the computing device in response to presenting the first employment opportunity to the candidate via the computing device. The processor(s), in response to determining that the employment command is a first predefined single swipe motion across a touchscreen of the computing device, are configured to automatically populate an electronic application for the first employment opportunity utilizing the candidate information, automatically submit the electronic application to an employer, and present a second employment opportunity via the computing device.
摘要:
Methods and apparatus are disclosed for interactive job recommendation and application submission tools of employment website entities. An example system includes an app manager to review, via a processor during a session of a candidate, a resume of the candidate that includes candidate information. The app manager is to receive a first employment preference of the candidate upon prompting via a display and is to detect an employment command upon presenting a first employment opportunity. The example system also includes an employment opportunity selector to retrieve the first employment opportunity based upon the candidate information and the first employment preference, an application populator to automatically populate an application for the first employment opportunity utilizing the candidate information responsive to determining the employment command is a first predefined input motion, and an employer manager to automatically submit the application to an employer corresponding to the first employment opportunity.
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:
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.