Vetting potential candidates for tech positions is one of the most complex recruitment processes. It requires understanding of technical skillsets, their interdependences and relevancies against a technical stack of requirements. Even many experienced hiring managers and recruiters find it challenging to determine a good fit between a job description and data points from a resume.

Pinch AI was developed in a two year collaboration of data scientists and teams of technical hiring managers. The result is a Machine Learning software that mimics the behavioral traits of professional recruiters coupled with applied intelligence of natural language processing (NLP).

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Average seconds a recruiter spends on each resume
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Average number of resumes received on a job posting
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our technology

cover letter maker

our technology

Keyword or Boolean search is widely used in order to reduce the candidate clutter but did you know that you could be excluding a great candidate because they described a critical requirement with an alternative word or phrase meaning the same thing?

Pinch AI uses an algorithm to group relevant resumes and job descriptions based on semantic evaluation of the text within the document, utilizing a set of natural language processing (NLP) and deep learning algorithms. Groups are defined by a list of job titles within an skillset. Each group returns the percentage of relevancy and list of skills most closely related to each topic, by meaning and not word match. By utilizing the trained model in our prediction algorithm, we can find the best match between jobs and resumes. To increase accuracy, a big dataset is required for both jobs and resumes to use during training.  We trained it with a data set of 3 million words and 300,000 technical skill-sets as well as 2 million resumes.  We trained our ML model to understand sentences and paragraphs through semantic analysis.  To solve the amount of time it takes to train our models, we are using distributed parallel training across multiple servers and GPUs.

Pinch AI Technology
Resume cover letter

employers

cover letter maker

employers

Be efficient but hire with confidence

Do you want to shorten your recruitment cycle, find great employees, and be confident that you have picked from your most viable candidates?

Pinch AI saves you time by sorting through hundreds of resumes, delivering you insights from contextual analysis and ranking your top candidates for consideration and next steps.

A Pinch Score gives you the confidence that you have not missed out on a viable candidate that you would have not found if you were using keyword search.

Resume cover letter
Resume cover letter

Do you want to shorten your recruitment cycle, find great employees, and be confident that you have picked from your most viable candidates?

Pinch AI saves you time by sorting through hundreds of resumes, delivering you insights from contextual analysis and ranking your top candidates for consideration and next steps.

A Pinch Score gives you the confidence that you have not missed out on a viable candidate that you would have not found if you were using keyword search.

Job Seeker

job seekers

cover letter for resume

 

job seekers

Ever wonder why your resume is not being considered for a job?.

cover letter for resume

With Pinch AI you can evaluate your resume against any posted job and before submission, identify whether or not your resume contains the relevant information for that job.

A Pinch score is more powerful than a cover letter because it is easy to read, and it speaks directly to a job description.

You can submit your Pinch Resume PDF along with your job application as an independent AI score that demonstrates your match to a position.

cover letter for resume

With Pinch AI you can evaluate your resume against any posted job and before submission, identify whether or not your resume contains the relevant information for that job.

A Pinch score is more powerful than a cover letter because it is easy to read, and it speaks directly to a job description.

You can submit your Pinch Resume PDF along with your job application as an independent AI score that demonstrates your match to a position.

Start getting matched with pinch!

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