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Resume Parsing: How it Helps and Where it Falls Short
Sejal Bhardwaj
An ATS-friendly resume.” Numerous times we have heard this phrase from HR experts and mentors. The emphasis of mentors on guiding job seekers on how to design their resume and the details to include in it is significant.
But why? What suddenly led to this trend of creating resumes a specific way when everyone was using their creativity to craft resumes the way they thought would be the best.
That’s because of the introduction of resume parsing integrated into the Applicant Tracking System (ATS) or just the resume parsing software in the market. The HR industry highly benefited from this software as it finally rescued them from manual screening of resumes in bulk.
But what makes resume parsing special for the recruitment and hiring process? This blog is about the basic feature of every Applicant Tracking System which makes it a necessity for every business organization to hire better candidates, and that is Resume Parsing.
Resume Parsing refers to the automated scanning, extracting, organizing and storing of information from resumes. A resume parser converts the unstructured data into a structured format and stores the candidates’ information in the ATS for hiring purposes.
Resume Parsing can be considered one of the basic features of an ATS in case the company is using a sophisticated ATS to ensure all the resumes go through a screening process and the essential information is extracted and stored in the database.
It identifies keywords like skills, experience, contact details, and education from resumes and provides key information to the hiring managers for identifying and selecting better candidates for the job position.
Imagine two hiring managers sitting beside a pile of resumes and looking at each one to check which candidate’s resume seems good enough for the job role and doing data entry tasks.
Now that you have imagined, I hope you will agree with the fact that resume parsing software automates the tiring task of manual data entry which is often prone to errors thus reducing the time and effort of HR managers.
By taking care of this, the HR managers are free to focus on more critical tasks like interviewing and assessing candidates.
Resume parsing enhances the ability to evaluate candidates accurately. By structuring the extracted information, you can effortlessly search for specific skills or qualifications, ensuring that no relevant details are missed and allowing you to make better decisions.
Additionally, it promotes a fair and unbiased evaluation process by allowing the software to objectively analyse and compare data across various resumes, eliminating the risk of personal biases.
There are various types of resume parsing namely rule-based, LLM-powered, Natural Language Processing (NLP), and Machine Learning (ML). Among these, the integration of AI with ATS is the most recent and popular.
By using AI models for resume parsing, one can gain a significant edge in both accuracy and efficiency over traditional methods. These AI models are trained on vast datasets of resumes, allowing them to understand the subtleties of human language and identify relevant details across various formats. Plus, they work much faster, handling multiple resumes at once and speeding up the entire process.
Now that we have seen what resume parsing is and why it is important, we can look at the advantages it offers to the HRs of the companies.
As mentioned previously using resume parsing technology saves you valuable time and cuts costs by automating the tedious task of manually reviewing each resume. The smart software can quickly extract and organize key information, allowing you to focus on more meaningful aspects of hiring, like engaging with candidates and making the right hiring decisions.
This efficiency not only speeds up the recruitment process but also reduces administrative costs, helping you allocate resources more effectively and achieve better results in less time.
Resume parsing enhances accuracy by eliminating the potential for human error when manually entering data from resumes. Instead of worrying about missing key details or making mistakes due to fatigue or oversight, you can trust the technology to capture every piece of relevant information precisely and consistently.
This means you have reliable data at your fingertips, allowing you to assess candidates more confidently and fairly. With accurate information, you’re better equipped to identify the right talent for the job, making smarter hiring decisions with peace of mind.
Resume parsing offers incredible scalability, allowing your recruitment process to grow effortlessly with your needs. Whether you’re handling a handful of applications or thousands, resume parsing tools can manage any volume without slowing down or compromising on quality.
Instead of feeling overwhelmed during peak hiring seasons or when expanding rapidly, you can rely on this technology to efficiently process countless resumes at once.
Resume parsing significantly enhances the candidate experience by speeding up the entire recruitment process. Instead of leaving candidates waiting for weeks, you can quickly and efficiently review their applications, leading to faster feedback and communication.
This responsiveness shows candidates that you value their time and effort, creating a positive impression of your organization right from the start. With a smoother, more streamlined process, candidates feel more engaged and appreciated, increasing the likelihood that top talent will remain interested and enthusiastic about joining your team.
Resume parsing elevates the candidate evaluation process by providing a clearer and more structured view of each applicant’s qualifications. It organizes all the key details—skills, experience, education—into a consistent format, making it easier to compare candidates fairly and thoroughly.
You no longer have to worry about missing important information hidden in lengthy resumes or struggling with different formats. Instead, you can focus on what truly matters: understanding each candidate’s potential and making better, more informed hiring decisions. This ensures you’re selecting the right talent, every time.
Resume parsing supports data-driven decisions by turning scattered information from countless resumes into organized, actionable insights. Instead of relying on gut feelings or subjective opinions, you have concrete data at your fingertips to guide your hiring choices.
You can easily identify trends, pinpoint the most sought-after skills, and make strategic decisions based on real evidence. This approach not only enhances the fairness of your recruitment process but also increases your confidence in selecting candidates who truly meet your needs, ensuring your team is built on a solid foundation of data-backed decisions.
Seamless integration of resume parsers with HR software, such as Applicant Tracking Systems (ATS), Human Resource Management Systems (HRMS), and Customer Relationship Management (CRM) tools, elevates HR workflow efficiency.
By connecting directly to these platforms, resume parsers ensure that candidate data is instantly and accurately captured, stored, and made accessible across various HR functions.
Technology can have its drawbacks due to its ever-evolving nature. So let’s have a look at some of them.
Resume parsing software can sometimes miss highly qualified candidates if their resumes don’t align with the software’s specific standards or format requirements. This can happen when candidates use unconventional layouts, unique wording, or creative designs that the parser isn’t designed to recognize.
That’s why candidates are advised to follow a simple format and include all possible keywords related to the position and relevant skills in the resume to ensure that it gets successfully parsed. The formats of resumes which are most likely to get parsed are .pdf, .docx or .doc, .pdf. They are also advised to use the same font and avoid any kind of word art and double columns.
Automated resume parsing can fall short because it needs more human judgment and intuition to assess a candidate’s true potential or cultural fit within a team. It also often needs to identify crucial soft skills, like communication and leadership. This limitation means that some candidates who could be a perfect fit may not be recognized by the software.
Handling large amounts of personal data with resume parsers comes with privacy and security risks. If your company is planning for global recruitment and hiring practices then you must navigate through complex and resource-intensive data protection regulations, like GDPR and CCPA, to stay compliant.
Resume parsers are not only time savers for recruiters but are also testimonies of how well recruitment and hiring can be streamlined with ATS integration to identify the best talent. While being vigilant of the cons, resume parsers’ pros are indicators of why they should be used by companies.
Resume parsing, along with other AI-based automation and integrations, will pave the way for better hiring processes in the coming years and create opportunities for improved managerial skills, increased productivity in tasks and operations, and a better employee experience.
Resume parsing significantly enhances the candidate experience by speeding up the entire recruitment process. Instead of leaving candidates waiting for weeks, you can quickly and efficiently review their applications, leading to faster feedback and communication.
Resume parsing software automates the tiring task of manual data entry which is often prone to errors thus reducing the time and effort of HR managers. By taking care of this, the HR managers are free to focus on more critical tasks like interviewing and assessing candidates.
By using AI models for resume parsing, one can gain a significant edge in both accuracy and efficiency over traditional methods. These AI models are trained on vast datasets of resumes, allowing them to understand the subtleties of human language and identify relevant details across various formats.
Candidates are advised to follow a simple format and include all possible keywords related to the position and relevant skills in the resume to ensure that it gets successfully parsed. The formats of resumes which are most likely to get parsed are .pdf, .docx or .doc, .pdf. They are also advised to use the same font and avoid any kind of word art and double columns.