Candidate Distrust in Online Job Postings

WORD OF WARNING JOB SEEKERS! A dear friend of mine was recently contacted by someone presenting as a recruiter about a role with a well-known software company. He provided very specific details — the role, company, salary, and benefits. He even boasted that the candidates he puts forward “always get interviews” because he prescreens their references and submits both the resume and the references to the client. Trusting the process, she provided several references. Soon after, all of those contacts received calls — not about her candidacy, but with sales pitches for the recruiter’s services. Here’s what she uncovered: there was no job. When she called the company directly, they confirmed they weren’t hiring for that role and had never heard of his recruiting firm. She documented everything with screenshots and reported him to LinkedIn. Red flags to watch for: • Requests for multiple references before you’ve had any interview or confirmation of candidacy. • A recruiter who emphasizes “prescreening” or “special access” to gain your trust. The job market is challenging enough without tactics like this. Sharing this as a reminder to all candidates: protect your network, and trust your instincts.

Jobseekers, this one’s for you. If you’re applying to every job that says We’re hiring, stop right now. Because sending your CV everywhere doesn’t increase your chances. It just increases your frustration. Let me tell you about one candidate. He was excited when a reputed tech firm called after he applied through a job portal. Two quick interview rounds, lots of praise for his portfolio, and a verbal offer. He told his family, stopped attending other interviews, and waited for the email that would change his life. Weeks passed. Then silence. No offer letter. No replies. No updates. When he finally checked online ❌ The company had no website. ❌ No real LinkedIn presence. ❌ The HR email was from Gmail, No proper domain. It was all fake. A data scam. He didn’t just lose time, he lost his confidence too. That’s why, before applying anywhere, do these 5 checks: 1️⃣ Google the company. No real presence? Big red flag. 2️⃣ Check LinkedIn. Real people or fake accounts? 3️⃣ Verify the email domain. Legit companies rarely use Gmail for HR. 4️⃣ Ask for a written offer letter before resigning anywhere. 5️⃣ Trust your gut. If it feels off, it probably is. Remember,  The goal isn’t to get a job. It’s to get the right job safely, smartly, and confidently. Have you ever come across a fake job posting? Share your experience, it could save someone else’s time and trust. #jobsearch #career #corporateworld #hiring #fraudalert #jobseekers #company

Candidates should be genuinely concerned about how companies use AI-powered Applicant Tracking Systems (ATS) and sourcing tools. TA Tech companies also have a real opportunity to continue to improve and differentiate. Here's why ↴ 1. Fairness and Bias → Concern: AI systems may perpetuate or even amplify biases if the training data is not diverse or if the algorithms are not rigorously tested. → Candidate Worry: Will the AI unfairly disqualify me based on factors like my name, background, or employment history? 2. Transparency → Concern: Candidates often don’t know how AI evaluates their resumes or application responses. → Candidate Worry: How are decisions being made, and what criteria are used? If I’m rejected, will I even know why? 3. Loss of Human Touch → Concern: Over-reliance on AI may result in less personal interaction during the hiring process, which requires empathy and context. → Candidate Worry: Am I being overlooked because a machine doesn’t see my unique skills or context that a human recruiter might appreciate? 4. Accuracy of Matching → Concern: AI might prioritize keyword matching over context or nuance in a candidate’s experience. → Candidate Worry: Will the system recognize my transferable skills, or is it just searching for buzzwords? 5. Data Privacy → Concern: AI tools often process large amounts of candidate data, raising privacy and security issues. → Candidate Worry: How is my personal information being stored, shared, or used? 6. Over-automation → Concern: If AI is used too heavily in sourcing and screening, good candidates may slip through the cracks. → Candidate Worry: Am I being filtered out by rigid algorithms before anyone even looks at my application? 7. Algorithmic Accountability → Concern: Candidates want assurance that AI errors can be identified and corrected. → Candidate Worry: If the AI makes a mistake about my application, who’s accountable, and can it be reversed? How would I even know? How Companies and Vendors Can Address These Concerns ↴ →Self-audit their AI tools regularly for bias and fairness. → Provide transparency by clearly communicating how AI impacts the hiring process. → Use AI to assist, not replace, human decision-making. → Ensure data privacy through compliance with laws like GDPR or CCPA. 👆 These efforts can help build trust with candidates while ensuring that AI remains a tool to enhance, not diminish, the recruitment process. ✅ Candidates: Did I miss anything? ✅Companies: There is a massive opportunity to listen to job seekers and internal TA teams in the trenches as you develop the next phase of AI-powered TA tools. Exciting times, people! And I am here for all of it!

Fake job postings and profiles on LinkedIn are a growing issue, with scammers exploiting the platform’s trust to target job seekers. ✓ Here’s how to stay vigilant and spot these scams- • Postings Vague or Unrealistic Job Descriptions: Legitimate job postings include specific responsibilities, qualifications, and company details. Be wary of posts with generic language, unrealistically high salaries, or promises of rapid career advancement with minimal experience. For example, a job offering $250k/year for entry-level work is a red flag. • Suspicious Company Profiles: Check the company’s LinkedIn page. Authentic companies have active profiles with regular posts, a complete “About” section, a website link, and multiple employee connections. Fake profiles often have few followers, no recent activity, or missing details like a logo or physical address. • Requests for Sensitive Information Upfront: Scammers may ask for personal details like Social Security numbers, bank account information, or passport copies before an interview. Legitimate employers only request such information after a formal job offer. • No Interview or Unusually Fast Hiring: Be cautious if you’re offered a job without a proper interview process (phone, video, or in-person). Scammers may claim text or email exchanges suffice as an “interview” to avoid revealing their identity. • Grammatical Errors or Unprofessional Communication: Poorly written job posts or messages with spelling errors, excessive emojis, or overly pushy language (e.g., pressuring you to act quickly) are warning signs. Legitimate recruiters maintain professional communication. • Requests for Payment: Genuine employers never ask for money for applications, training, or equipment. Scammers may disguise fees as “mandatory” for securing a role or accessing job portals.Posts Encouraging • Comments or Likes: Job postings asking you to “like,” “comment,” or “say hi” to be considered are often scams or data-harvesting schemes. Real recruiters provide clear application instructions, like an email or link to a career page. ✓ How to Spot Fake LinkedIn Profiles: 1. Incomplete or Suspicious Profiles 2. Lack of Engagement 3. Impersonation of Legitimate Companies 4. Unverified Accounts ✓ What to Do If You Suspect a Scam: 1. Report to LinkedIn: Use the “Report this job” or “Report/Block” feature to flag fake postings or profiles. 2. Secure Your Accounts: If you clicked a suspicious link or shared information, update your passwords, enable two-factor authentication, and scan your device for malware. 3. Seek Professional Help 4. Contact Authorities Always verify job postings and profiles through independent research, and never share sensitive information prematurely. If you’re unsure about a job offer, feel free to share details with me, and I can help you assess its legitimacy. Stay cautious and good luck with your job search.

Ghost jobs are everywhere, and candidates keep applying to roles that don't exist. I get messages from candidates I've worked with asking about positions they found on Monster or Indeed. Positions at my company that I know for a fact aren't open. Job boards use a practice called "job scraping" - they pull old postings from across the internet and republish them as if they're active. These sites need content to drive traffic, so they keep dead listings alive for months. The result? You're sending applications into a void that was never connected to an actual opening. I've seen candidates waste weeks pursuing ghost jobs. Following up on applications that no one will ever see. Customizing resumes for positions that were filled six months ago. The worst part is how this destroys confidence. You start questioning your qualifications when really you're just applying to digital mirages. Your safeguard: Always check the company's careers page directly. If the role isn't listed there, it probably doesn't exist. Company websites are the source of truth - they have zero incentive to list fake openings. Before you apply anywhere else, go straight to the company site. It takes 30 seconds and saves you from chasing ghosts. You deserve to spend your energy on real opportunities, not digital mirages that waste your valuable time.

A candidate thought they were scheduling an interview, but the link would have given someone FULL ACCESS to their computer. This is exactly the kind of scam circulating job search platforms right now, including LinkedIn and Indeed. The candidate noticed something off: -The sender’s domain had an extra letter. -The job description in the subject line was not the same as the one to which they had applied. -The link was an .exe application called "Screen Connect", hidden behind a customized button labeled "Interview Calendar Setup". They called the company directly to verify and discovered that the outreach was fraudulent. In fact, they were the third person that day to reach out with the same concern. How to spot these scams? • Legitimate interviews never require installing software. • Check the sender's contact information closely for typos or duplicate letters. • Mouse over the link before clicking to see the actual destination address. • When in doubt, check the company website or call the employer directly to confirm they're hiring.

The volume of fake job postings has crossed from frustrating to unacceptable. Talented, experienced people I respect are actively looking for work. They are doing everything right. Applying broadly. Tailoring resumes. Showing up with professionalism. Yet many of the “open roles” they are responding to are not real. These are not obvious scams. Many of these listings are nearly indistinguishable from legitimate jobs. Real company names. Polished descriptions. Credible titles. The intent is not to hire. The intent is to harvest data, exploit desperation, or manipulate engagement metrics. That is not just unethical. It is predatory. If you are job searching, assume nothing. Do not trust a posting simply because it appears on a major job board. Always verify the role on the company’s official careers page. Apply directly through the company if the position actually exists. If you are a company that tolerates this behavior on your platforms or benefits from inflated posting volume without accountability, you are part of the problem. People are not “leads.” They are not “traffic.” They are not disposable inputs to an algorithm. They are trying to work. This needs to stop. #InternalAudit #CyberSecurity #JobSearch #HiringEthics #EmploymentScams #Careers #CyberControls

Ever wonder what really happened to those 250 job applications that ghosted you? You’re not alone. I spent the last month tracking companies that posted "We're hiring!" on LinkedIn. What I discovered made me angry. Four in 10 companies posting job openings have ZERO intention of hiring. Not eventually. Not maybe. Never. Last week, I spoke with a client (a product manager) who'd been interviewing for 4 months. She'd made it to the final rounds six times. Each time, radio silence. She started digging. Three of those companies never removed the posting. One reposted it monthly for a year. She wasn't being rejected. She was being played. On Greenhouse alone, 18-22% of job listings are fake. And surprisingly, 85% of companies with fake jobs still interviewed candidates. Think about that. Real people taking time off work. Buying new interview clothes. Practicing with friends. Dreaming about finally leaving their toxic job. All for a role that was never real. Why this deception? Companies want their overworked teams to think relief is coming. They want competitors to think they're growing. They want to collect resumes "just in case." Some even want current employees to feel replaceable. A fear tactic disguised as opportunity. Seven in 10 hiring managers believe posting fake jobs is morally acceptable. So how do you protect yourself? Red flags I've identified: - Requirements so vague they could fit anyone (or no one)  - Posted 60+ days ago but still "actively recruiting"  - No salary range in pay-transparent states  - Identical role reposted every few weeks - Zero response after multiple follow-ups How you can stay ahead of the curve: - Message employees at the company. Ask if they know anyone in that role  - Look for the job on the company's actual careers page  - Track reposting patterns using LinkedIn's date filters - Check if the hiring manager's title even exists This is personal for me. Scale.jobs exists because I've been there. Sending applications into the void, wondering if anyone even read them. Now we verify every single job before our assistants apply. Your hope isn't something to be toyed with. The job market is hard enough without phantom positions. What's the most obvious ghost job you've encountered? Drop it below. Let's help each other. 

✍️Dear Hiring Managers, 🔎Job seekers are losing trust due to a growing issue: Ghost jobs. These are roles advertised but already filled or reserved internally. Candidates apply, interview, and invest time, only to realize the role was never truly open. This wastes their time and damages your company’s reputation. Let’s fix this: 📌Be transparent about hiring. 📌Avoid posting jobs without genuine opportunities. 📌Communicate clearly when positions are filled. Transparency builds trust, strengthens your brand, and attracts better talent. Let’s normalize accountability in hiring. Share this to spread awareness!

My husband is hiring right now, and the other night at dinner, I listened to what can only be described as a bit of a rant. He explained that he had been reading resumes flagged for further review. At first glance, several candidates looked exceptionally well aligned, which got him very excited. These resumes included the right keywords and used the right language and terminology. The resumes appeared to address the role's needs directly. But the closer he looked…the faster these ‘perfect resumes’ started to fall apart. How was someone working in a completely unrelated industry performing highly specialized manufacturing work? How did responsibilities from vastly different sectors suddenly mirror the exact language used in the job posting? The deeper he dug, the more confused he became. What he ultimately discovered was disappointing but not entirely surprising. Several candidates appeared to have copied large portions of the job posting directly into their resumes, or perhaps used AI to do so, creating the illusion of alignment without the experience to back it up. The result? Immediate rejection. And frustration. As he vented, I found myself nodding because I hear variations of this story all the time. Job seekers are frustrated because they feel pressured to create perfectly aligned resumes simply to get noticed. Or, they are letting AI create the files without thinking through the consequences. Employers are frustrated because they are drowning in applications that appear relevant on the surface but quickly fall apart under scrutiny. Recent research from Robert Half found that 64% of hiring managers believe AI-enhanced resumes make it harder to verify candidates' skills. At the same time, Jobvite's latest Job Seeker Nation report points to a growing trust problem throughout the hiring process, with candidates increasingly questioning hiring practices, communication, and transparency. What strikes me is that the trust problem doesn’t sit on just one side of the hiring table. Candidates are losing confidence in the process and often feeling desperate, and employers are spending more time trying to determine whether applications accurately reflect a candidate's experience. Everyone seems to be investing more effort while feeling less certain about the outcome. To me, the solution is not about abandoning technology or giving up on the process, but acting responsibly. For job seekers, authenticity and alignment matter — a lot! The strongest resumes connect real experience to real business needs, tell a truthful story, and stand up to deeper scrutiny when a hiring manager decides to take a closer look. For employers, there is also an opportunity to build trust by setting realistic requirements, communicating promptly, and leaning on hiring processes that prioritize genuine capability over perfect keyword matches. Trust is built when both sides show up honestly.