AI recruiting is going nowhere

The Futility of AI in Modern Recruiting: A Critical Perspective

In recent years, the recruiting industry has experienced a surge of technological innovations, with artificial intelligence (AI) tools promising to revolutionize talent acquisition processes. These solutions often boast of rapid candidate sourcing, automated outreach, and intelligent summarization—all designed to streamline hiring. However, despite their promising pitch, many seasoned professionals in the field remain skeptical about the true efficacy of these AI-driven approaches.

A Veteran Recruiter’s Insight

With over 15 years of experience in corporate recruiting, I have observed firsthand the evolution of hiring tools and techniques. Unfortunately, the latest wave of AI recruiting products appears to be heading down a misguided path. For instance, a recent example involved a founder touting a “powerful sourcing tool” that, with a simple job description input, could generate hundreds of candidate profiles within seconds. It promised AI-generated summaries, resume reviews, outreach, and follow-ups—all delivered with the latest buzzwords.

Yet, beneath this shiny surface lie fundamental issues. The core challenge in recruiting has never been a lack of profiles to review. Adept recruiters can already identify numerous qualified candidates. The real obstacle is engaging the right talent—particularly passive candidates—without damaging your employer brand or turning off potential applicants.

Automation: Speed Without Substance

When tools intensify coverage and automate outreach, they tend to amplify bad recruitment practices. Instead of solving genuine recruitment hurdles, they often facilitate the dissemination of targeted spam—disguised behind more polished user interfaces. This approach devalues genuine engagement and worsens the candidate experience.

Candidate Engagement Is King

The true difficulty in hiring lies on the candidate side. Talented professionals are often passive—off the market quickly and not actively seeking opportunities. Engaging these individuals requires more than automated messages and generic outreach; it demands building trust and offering value based on ongoing relationships.

Platforms that dominate hiring—like LinkedIn or niche communities such as daily.dev—hold a better chance of success because they involve consistent interactions with candidates who already engage with their content and community. These platforms operate from a foundation of familiarity and trust, rather than cold outreach or indiscriminate messaging.

The Limitations of “More, Faster” and AI Outreach

Founders frequently promote ideas centered around “finding more candidates, faster,” and scaling outreach through AI. However, from my perspective, this approach is fundamentally flawed. Increasing volume and automating messages tend to diminish response rates—both for those employing such tactics and for the candidates being targeted.

This cycle leads to lower candidate trust, noisier inboxes, and employer brands that appear desperate or impersonal. It does not foster meaningful connections or improved hiring outcomes; instead, it perpetuates a cycle of generic, impersonal communication that ultimately harms the reputation of employers.

A Call for Thoughtful Innovation

My appeal to fellow entrepreneurs and innovators in the recruiting space is straightforward: if your primary solution involves simply “finding more people and hitting them harder,” it’s time to reconsider. Developing tools that prioritize trust, consent, and meaningful candidate engagement will serve the industry—and candidates—far better.

The future of recruiting does not lie in another AI-powered email blast disguised as innovation. Instead, it requires building platforms and processes rooted in genuine relationships, ongoing engagement, and respect for candidates’ time and preferences. Only then can we create a more effective, humane, and sustainable hiring ecosystem.

In summary, AI has a role in recruiting, but it should complement, not replace, authentic candidate relationships. The industry must pivot from volume-driven automation toward trust-centric approaches—because at the end of the day, hiring is about people, not algorithms.*

We really need to stop stigmatizing “job hopping” and just ask better questions during the interview process.

Rethinking the Stigma Around Job Hopping: A Call for Better Interview Practices

In today’s dynamic labor market, the practice of changing jobs frequently—commonly referred to as “job hopping”—often carries an unfair negative connotation. Having over a decade of experience managing teams and reviewing countless resumes, I’ve come to realize that this bias is rooted in outdated assumptions and fails to acknowledge the nuanced realities many professionals face. Instead of dismissing candidates based solely on previous job changes, hiring managers should ask more insightful questions during interviews to better understand a candidate’s motivations and potential fit.

Recognizing the Complexities Behind Career Moves

1. Toxic Work Environments and Mental Health Awareness
Workers today are increasingly prioritizing mental health and overall well-being. Remaining in a toxic or unsupportive environment for the sake of loyalty is no longer justified—especially when the stakes include personal health and happiness. Recognizing this shift is essential for evaluating a candidate’s employment history without prejudice.

2. The Impact of Organizational Changes
Frequent reorganizations, leadership transitions, and strategic pivots happen almost constantly within organizations. A company that originally hired someone for a specific role may see that role evolve dramatically following a restructuring. These changes can significantly alter job expectations, making early employment history less indicative of a candidate’s actual skills or dedication.

3. External Factors Accelerating Job Transitions Since 2019
The COVID-19 pandemic has profoundly affected the global workforce. Many professionals relocated, adapted to new working conditions, or faced layoffs due to economic shifts. These external pressures have prompted an unprecedented level of mobility, which should be viewed within context rather than as mere career instability.

4. Internal Mobility at Larger Companies vs. Small Firms
Employees at large corporations or consulting firms often switch roles, teams, or projects within the same organization. These moves are sometimes perceived as loyalty; however, they may just reflect strategic career development. Conversely, experience at smaller firms or startups—often marked by more frequent job changes—can be unfairly scrutinized, despite the valuable skills gained through such transitions.

5. Personal Life and Family Responsibilities
Life events such as family health issues, divorce, or caregiving commitments can significantly impact a professional’s career trajectory. These challenges often necessitate changes in employment or taking a step back temporarily, and should be understood as part of the broader human experience rather than career flaws.

The Value of Movement: Skill Growth and Talent Discovery

Many high performers actively seek new opportunities to broaden their skill sets or explore new initiatives. This curiosity, diversity of experience, and drive to grow are traits that can make such candidates invaluable. Companies that recognize and nurture this potential are likely to attract top talent and foster innovation.

Elevating the Interview Process

Rather than fixating on the number of jobs someone has held, interviewers should focus on understanding candidates’ motivations, aspirations, and resilience. Asking targeted questions about what inspires them, their long-term goals, and how they have navigated past challenges provides richer insights into their potential for long-term fit and contributions.

Conclusion

The conversation around job hopping needs to evolve. By moving beyond superficial judgments and adopting more thoughtful, context-aware interview strategies, organizations can better identify talented, motivated candidates. Embracing the full story behind a candidate’s work history not only fosters fairness but also unlocks access to a more diverse and skilled talent pool—ultimately driving greater organizational success.

Turned down an Amazon AWS Job Offer ($260k TC) … Here’s why

Why I Declined a $260,000 Amazon AWS Job Offer: A Reflection on Values and Expectations

Introduction

In today’s competitive job market, offers with substantial compensation packages often catch the eye. Recently, I was presented with a non-technical role at Amazon Web Services (AWS) that included a total compensation (TC) of $260,000—comprising a $155,000 base salary, stocks, and bonuses. As someone currently working in local government, the figure was astonishing and well beyond what I ever anticipated.

Initially, I verbally accepted the offer, agreeing to a six-month relocation timeline. However, shortly after, I received a call from the hiring manager that dramatically shifted the narrative. What unfolded served as a stark reminder that transparency, clarity, and alignment with company culture are just as vital as compensation.

The Turning Point

During the follow-up call, I was informed that the position I had applied for and interviewed for was no longer available in its original form. The scope of the role had changed significantly: the territory responsibilities, key performance indicators (KPIs), and core functions had all been altered. Moreover, the remote work arrangement shifted from a flexible schedule—originally communicated as one week per month—to an in-office requirement. Additionally, the company requested that I spend 50% of my time in the target market until I relocated, a stark difference from the initial expectations.

These sudden changes signaled a reorganization within AWS that affected the role I was offered, coupled with increased demands and decreased flexibility. It became apparent that the company’s priorities and expectations had shifted post-interview, leading to a fundamental disconnect.

Decision and Reflection

Given these developments, I made the decision to decline the offer, doing so within 15 minutes of the conversation. While turning down such a lucrative offer was not an easy choice, I prioritized aligning with organizations that value transparency, effective communication, and respect for their candidates’ time and commitments.

My reasoning is rooted in the belief that financial remuneration is only one facet of job satisfaction. If a company begins a recruitment process with certain promises and then reneges or alters the terms unexpectedly, it raises concerns about future stability and mutual respect. In this case, the experience underscored that if an employer is willing to make drastic changes at the offer stage, how might they behave once I’ve started?

Conclusion

Although I recognize the incredible opportunity that a $260,000 package represents, I am convinced that a positive, transparent work environment is equally, if not more, important. For others navigating similar decisions, my advice is to prioritize clarity and consistency from potential employers. Money can open doors, but it shouldn’t come at the expense of integrity and mutual understanding.

In the end, I believe that if I successfully navigated Amazon’s rigorous hiring process, I will find many other opportunities where my value is genuinely recognized and where expectations are clear from the outset. Choosing a company aligned with these principles is ultimately more rewarding than a hefty paycheck short-circuited by uncertainty and miscommunication.

Thank you for reading.

If I don’t ask, please don’t tell me.

The Power of Thoughtful Communication in Professional Settings

Effective communication is a cornerstone of successful professional interactions. Whether during job interviews, performance reviews, or casual workplace conversations, the way we share information significantly impacts perceptions and relationships. Clarity, relevance, and tact are essential components of meaningful dialogue.

Respecting Boundaries by Asking and Listening

When someone in a professional context invites you to share about yourself, it’s important to understand the intent behind the question. For instance, if an interviewer asks, “Tell me about yourself,” it’s best to focus on pertinent details such as your skills, experiences, and achievements that relate to the role. Sharing personal history, like multiple divorces, when not relevant, can detract from your professional qualifications and may inadvertently create discomfort.

Providing Relevant Experience Without Over-Detailing

Similarly, when asked about previous professional experience, it’s advantageous to present a concise overview highlighting positions, responsibilities, and accomplishments that demonstrate your suitability for the role. While transparency is valued, delving into exhaustive explanations about why you left past jobs—especially unprompted—can appear unnecessary or unfocused.

Sharing Motivations with Purpose and Positivity

When discussing why you’re interested in a particular position or company, framing your response positively and thoughtfully is more impactful than citing negative or trivial reasons. For example, saying “because I think it will be easy” may convey a lack of genuine enthusiasm or effort. Instead, expressing genuine interest in the company’s mission, culture, or opportunities for growth reflects a proactive and engaged attitude.

Conclusion

Cultivating effective communication involves understanding what to share, when to share it, and how to do so appropriately. By focusing on relevant, positive, and professional information, you foster clearer interactions and build stronger workplace relationships. Remember, sometimes, the most effective response is as simple as respecting boundaries and choosing your words with care.

Candidate hung up on me during call.. would you give another chance?

Should You Give a Second Chance to a Job Candidate Who Hung Up During Your Initial Call?

Hiring the right talent is a critical component of building a successful organization. However, sometimes a candidate’s behavior during the recruitment process can leave hiring managers puzzled. One such incident involves a recent experience I encountered with a job applicant named Sarah, which prompts us to consider whether a first bad impression warrants a second chance.

The Encounter

Approximately a month ago, Sarah applied for a position within my company. Upon reviewing her application, I found her background promising enough to proceed to the next step: a phone interview. I scheduled a call and expressed my enthusiasm for our upcoming conversation, which she acknowledged by accepting the Outlook calendar invite.

When the time arrived, I initiated the call with a cordial greeting: “Hello Sarah, this is Fair_Cod calling from [Company Name]. How are you doing today?” However, instead of engaging in the interview, I was met with an immediate hang-up. Surprised, I waited an additional ten minutes, considering she might have been caught off guard or experiencing connectivity issues, but there was no callback or further contact.

An Unexpected Follow-up

Curiously, despite this abrupt ending, Sarah has since continued to apply for other positions within our organization. This pattern raises important questions: Was the initial call a one-time anomaly? Should we interpret her earlier actions as a red flag, or could there be mitigating circumstances?

Reflecting on the Candidate’s Behavior

Acts of unprofessional conduct during the hiring process, such as hanging up, can be concerning. They may reflect a lack of seriousness, poor communication skills, or external issues affecting the candidate. However, they can also result from genuine misunderstandings, technical difficulties, or unforeseen personal circumstances.

In Sarah’s case, her subsequent applications suggest she remains interested in working with us. This persistence could indicate strong motivation or misjudged initial circumstances.

To Retry or Not to Retry?

Deciding whether to offer Sarah another chance depends on multiple factors:

• Context of the Hang-up: Was the call accidental or intentional? Did she provide any explanation when she re-applies or in subsequent communication?
• Candidate’s Follow-up Behavior: Does she exhibit professionalism in her later interactions?
• Position and Urgency: Is this role critical, and can we afford to take risks with candidates who exhibit unprofessional conduct?
• Company Culture: Does our organization value forgiveness and second chances, or is a more cautious approach preferable?

Recommendations for Employers

When faced with such situations, consider the following steps:

1. Reach Out for Clarification: Before making a decision, consider calling or emailing her to understand the reason for her initial behavior, offering her an opportunity to explain.

2. Assess Overall Behavior: Review her subsequent applications and interactions. Is she responsive, respectful, and professional now?

3. Evaluate the Role’s Requirements: For critical roles where professionalism is paramount, it may be prudent to adhere to strict screening standards.

4. Make an Informed Decision: Weigh her motivation and future interactions against the initial misstep to determine if offering a second chance aligns with your hiring philosophy.

Conclusion

A candidate’s first impression is important, but it should not solely define their prospects. While hanging up during a call is concerning, it does not necessarily preclude future success or suitability. Employers should evaluate each situation contextually, maintaining a balanced approach that considers both professionalism and potential.

In Sarah’s case, it might be wise to reach out and clarify before making a final decision. Sometimes, giving someone another chance can lead to discovering valuable talent who simply had an off moment.

Have you encountered similar situations in your hiring process? Share your experiences and insights in the comments below.

Remote work as a free candidate stealing tool

Remote Work as a Strategic Tool for Talent Acquisition

In today’s evolving work environment, the shift back to in-office work has sparked a fascinating employer strategy: leveraging remote work opportunities to attract talented professionals from competitors.

Recently, a colleague shared an incident where two employees left his company shortly after the organization reverted to a traditional five-day in-office schedule, transitioning from a flexible, two-day remote model. Initially, it seemed their departure was due to dissatisfaction with the new schedule. However, upon closer investigation, it became clear that the employees had been targeted and recruited away by a competitor offering remote work options shortly after the change.

This situation highlights an emerging trend within talent acquisition strategies. Traditionally, luring candidates from other firms required offering higher salaries, extra perks, or both. But with many organizations returning to full-time office work, some companies are capitalizing on remote work as a cost-effective, no-cost perk to attract talent—essentially offering the flexibility of remote work to entice employees elsewhere, without necessarily increasing compensation.

The implications for businesses are significant. Companies aiming to maintain a strong and engaged workforce need to consider the broader benefits and potential risks associated with remote work policies. While flexibility remains a highly valued employee benefit, it’s also becoming a strategic tool in competitive hiring landscapes.

In summary, as the corporate world navigates the renewed emphasis on in-office presence, some organizations are subtly turning remote work into a competitive advantage—using it as a no-cost incentive to lure away talent from rivals. For employers, understanding this dynamic is crucial to developing sustainable, strategic workforce policies that balance operational needs with the demands of a flexible, modern workforce.

The Problem is hiring managers

Understanding the Challenges of Hiring Managers in the Tech Industry

The hiring landscape within the tech sector often presents significant hurdles, especially for those tasked with sourcing specialized talent. Many recruitment professionals and hiring managers find themselves navigating complex issues that can be both frustrating and disheartening.

The Challenge of Niche Talent Acquisition

For those working at organizations with highly specialized or “unicorn” candidates, the recruitment process can become particularly arduous. In some cases, companies are seeking senior engineers and managers for niche roles, yet are offering below-market salaries. This disconnect frequently leads to difficult decisions, including rejecting promising candidates simply because they do not meet every listed requirement—despite the fact that sourcing these candidates is already a challenge in itself.

Misalignment Between Expectations and Reality

One common frustration is the perception of overly rigid candidate requirements. Often, hiring managers may expect candidates to possess a perfect match of skills and experience, even when the labor market outside the organization is limited. Recruitment professionals frequently find themselves in a position where they have to justify why qualified candidates weren’t selected, despite efforts to identify suitable matches.

Communication Breakdowns and Organizational Support

Attempts to bridge understanding between recruiters and hiring managers can sometimes be met with resistance or indifference. When professionals raise concerns about realistic candidate expectations or market conditions, the responses may be dismissive, complicating the hiring process further. This lack of support and alignment can contribute to a sense of frustration and stagnation within recruiting teams.

Considering Career Moves

For many in the field, prolonged challenges and organizational disconnects may lead to contemplating a transition to different roles or industries. While exploring new opportunities can be a proactive solution, it is also worth reflecting on internal improvements or organizational changes that could alleviate some of these frustrations.

Final Thoughts

The recruitment process is inherently complex, and navigating the expectations of hiring managers adds an extra layer of difficulty. Recognizing these challenges is the first step toward advocating for more realistic hiring practices and fostering better communication within organizations. Whether through internal dialogue or external career moves, professionals in recruitment must balance their passion for finding the right talent with the realities of the current job market.

Thank you for taking the time to read this reflection on the intricacies of hiring in the tech industry. Sometimes, sharing frustrations can lead to better understanding and change.

Anyone else seeing unconscionably low salaries lately?

The Surprising Decline in Recruiter Salaries: A Reflection on Today’s Job Market Trends

The current job market landscape is experiencing unprecedented shifts, particularly within the recruiting industry. As a professional recruiter myself, recently laid off and navigating the competitive terrain for over six months, I’ve observed some concerning trends that warrant discussion.

Alarming Competition and the Challenges of Job Search

The volume of applicants for open positions has skyrocketed, making it increasingly difficult for even experienced candidates to get noticed. In just a few hours, a single posting can attract hundreds of applications, overwhelming hiring teams and complicating the selection process. For many job seekers and recruiters alike, standing out has become a monumental challenge.

An Onset of Unsustainable Salary Expectations

One of the most troubling developments is the apparent willingness of some companies to offer significantly below-market salaries for qualified candidates. Recently, I’ve noticed organizations seeking to fill recruiter roles that require five years of experience at compensation levels comparable to entry-level positions.

To put this into perspective, consider the salary landscape from over eight years ago. My first recruiting role in New York paid around $50,000—a figure once considered average for the industry. Today, it seems that some companies are attempting to fill mid-level roles at similar or even lower pay rates, despite inflation and the rising cost of living.

The Disconcerting Reality

This trend raises important questions: How can companies justify offering the same or lower salaries for positions demanding more experience and skill? Is this a reflection of a broader economic shift, or are there other factors at play that are devaluing experienced recruiters?

Conclusion

As the recruiting profession faces these salary challenges, both job seekers and industry insiders must remain vigilant. It’s crucial for candidates to advocate for fair compensation and for organizations to recognize the value that experienced professionals bring to their teams. Understanding these market dynamics is essential for navigating today’s employment landscape effectively.

Disclaimer: This article is based on personal experiences and observations within the industry and aims to shed light on evolving employment trends.

Why do people accept a job and then just not do onboarding?

Understanding the Disconnect: Why Do Some New Hires Delay Completing Onboarding Processes?

In the seamless world of talent acquisition, onboarding is a critical step that sets the tone for an employee’s integration and productivity within an organization. However, it’s not uncommon for employers to encounter a perplexing phenomenon: new hires accept offers yet show reluctance or delay in completing onboarding procedures. This disconnect can pose challenges and raise questions about how to streamline and motivate timely compliance.

A Personal Observation: Varied Onboarding Experiences

Recently, I observed firsthand the differing behaviors of new employees during the onboarding phase. Among three individuals who accepted job offers within a two-week span, one individual, a retiree, impressively completed onboarding and credentialing in under a week, demonstrating proactive engagement. Conversely, the other two candidates accepted their offers but have yet to log into the onboarding portal or begin completing required paperwork.

This disparity begs the question: why is it so often a challenge to encourage new hires to complete onboarding tasks? And what factors contribute to this reluctance or procrastination?

Potential Reasons Behind Delayed Onboarding Completion

1. Lack of Urgency or Motivation: Some candidates may not fully grasp the importance of timely onboarding or might underestimate its impact on their employment process.

2. Overwhelm or Confusion: Administrative procedures can sometimes be daunting or confusing, leading candidates to postpone or avoid initial steps.

3. Timing and Competing Priorities: Candidates might be managing personal commitments or juggling multiple responsibilities, delaying their engagement.

4. Communication Gaps: Insufficient or unclear communication from HR or hiring managers can lead to uncertainty about the next steps or the importance of prompt onboarding.

5. Technical Barriers: Difficulties navigating onboarding platforms or technical issues can hinder progress.

Implications of Delayed Onboarding

While a minor delay might seem inconsequential, it can have ripple effects, including increased administrative workload, decreased employee engagement, or even potential attrition if the onboarding process isn’t effectively followed through. Moreover, persistent delays can generate nervousness about candidate commitment and organizational efficiency.

Encouraging Prompt Completion: Strategies for Employers

• Clear and Consistent Communication: Set expectations early and send timely reminders emphasizing the importance of completing onboarding steps promptly.

• Simplify the Process: Ensure that onboarding procedures are user-friendly, mobile-compatible, and free of unnecessary complexity.

• Personalize the Onboarding Experience: Personalized follow-ups can foster a sense of belonging and accountability.

• Offer Assistance: Be available to answer questions or resolve technical issues swiftly to facilitate progress.

• Highlight the Benefits: Reinforce how completing onboarding benefits the employee, such as quicker integration, access to resources, and starting their new role smoothly.

A Positive Update

In a recent case, two out of three new hires successfully completed their onboarding processes. The third individual has logged into the platform but has yet to complete the required forms. This progress underscores that with perseverance and targeted engagement, most delays can be overcome.

Conclusion

Understanding why some new hires hesitate or delay during onboarding is essential for enhancing recruitment and retention strategies. By fostering clear communication, providing support, and emphasizing the importance of completing onboarding promptly, organizations can ensure a smoother transition for new employees, ultimately contributing to their success and the company’s growth.

I hate company job websites that can’t parse your resume and want you to enter every field.

Title: Streamlining the Job Application Process: Why Automated Resume Parsing Matters

In today’s digital age, a seamless application experience is crucial for both job seekers and employers. However, many modern job portals fall short by demanding detailed manual entry of resume information, which can deter qualified candidates from completing their applications. As a professional navigating numerous job sites, I’ve observed a common pain point: the failure of company websites to effectively parse resumes, leading to unnecessary frustration and lost opportunities.

The Limitations of Manual Data Entry

Despite leveraging various resume builders and upload tools, I’ve frequently encountered issues with resumes not parsing correctly. This often results in applicants spending excessive time manually inputting data—time they could better allocate elsewhere. From my perspective, expecting candidates to re-enter comprehensive details when a well-structured resume already exists seems inefficient and discouraging.

The Case for Automated Resume Parsing

Ideally, companies should embrace and improve upon automated resume parsing technologies. This approach streamlines the application process, reduces candidate frustration, and enhances the likelihood of matching skilled applicants to open roles. By simply uploading a resume, candidates could have their information accurately extracted and populated into application fields, saving everyone time and effort.

Concerns About Application Platforms

Another common grievance involves platforms like Workday, which often require creating dedicated accounts solely to submit a resume. This additional step can be a barrier, especially when subsequent access or interaction isn’t encouraged or necessary. I believe that job portals should adopt a more candidate-friendly approach—allowing resume uploads without obligatory account creation while providing optional follow-up questions to assess suitability.

Balancing Data Collection and User Experience

While it’s understandable that employers want to gather relevant information about candidates’ experience and skills, excessive or overly intrusive questionnaires can be counterproductive. A streamlined application that respects the applicant’s time can result in higher completion rates and better-quality applications.

Moving Forward

In conclusion, enhancing the usability of job application platforms requires a focus on effective resume parsing and minimal barriers to entry. Companies that prioritize these features will likely attract more qualified candidates and create a more positive hiring experience. For job seekers, advocating for these improvements and choosing platforms that respect their time can make the job search process less stressful and more efficient.

If you’re an employer or platform developer, consider investing in reliable resume parsing tools and simplifying the application process. For job seekers, look for sites that offer easy resume uploads and low-commitment application procedures. Together, we can make employment opportunities more accessible and efficient for everyone.