Man Beats AI Job Rejection: Lands Role via LinkedIn Outreach

Matthew Pastorius was rejected for a tech job via automated systems but secured it by politely contacting the hiring manager on LinkedIn, highlighting his value. This case underscores persistence in AI-driven hiring, though experts warn of risks like seeming desperate. It highlights flaws in recruitment, urging balanced outreach for job seekers.
Man Beats AI Job Rejection: Lands Role via LinkedIn Outreach
Written by Jill Joy

In the competitive job market of 2025, where automated applicant tracking systems often dictate fates before human eyes intervene, one candidate’s bold move has sparked renewed debate on persistence and networking. Matthew Pastorius, a 32-year-old professional with a background in sales and operations, applied for a role at a mid-sized tech firm in Chicago earlier this year. His application was swiftly rejected via email, citing a mismatch in experience. Undeterred, Pastorius decided to bypass the standard channels and directly contact the hiring manager through LinkedIn, politely expressing continued interest and highlighting specific ways his skills aligned with the company’s needs.

This outreach led to an unexpected phone call, followed by an informal coffee meeting that ultimately secured him the position. As detailed in a recent Business Insider profile published on August 4, 2025, Pastorius attributed his success to framing the message as a value-add rather than a plea, emphasizing how he could solve the team’s pain points based on public job descriptions and company news.

The Power of Direct Outreach in a Digital Age
While Pastorius’s story might seem like a feel-good anomaly, it underscores a growing tactic among job seekers amid high unemployment rates for certain sectors post-2024 economic slowdown. Recruiters note that with AI filters rejecting up to 75% of applications before review, as per data from talent platforms, candidates are increasingly turning to personal connections. A 2019 Forbes article highlighted how treating rejected applicants courteously can create a pipeline for future hires, a strategy that paid off here when the initial top candidate declined the offer.

Industry insiders, including career coaches, argue this approach requires finesse to avoid appearing desperate. “The key is research and relevance,” says Andrew Seaman in a 2022 LinkedIn post, advising professionals to nurture relationships post-rejection without aggression. Pastorius’s case aligns with this, as he waited a week before reaching out, allowing time for reflection.

Risks and Ethical Considerations for Candidates
However, not all such efforts yield positive results. Posts on X (formerly Twitter) from users like one who shared a similar success story in December 2024 describe a friend messaging a hiring manager on LinkedIn, leading to an interview after an initial rejection. Yet, cautionary tales abound; a July 2025 X thread detailed a candidate ghosted after persistent follow-ups, labeling it “pushy.” Experts warn that overstepping can damage reputations, especially in tight-knit industries.

From the employer’s side, hiring managers face their own dilemmas. A 2013 Ask a Manager blog post discusses the challenges of handling insistent rejects, recommending clear communication to set boundaries. In Pastorius’s scenario, the manager appreciated the initiative, revealing that the rejection was partly due to an algorithmic error in the screening process.

Broader Implications for Hiring Practices
This incident highlights systemic flaws in modern recruitment. With 2025 seeing a surge in AI-driven hiring tools, as reported in recent web searches aggregating news from outlets like CNBC, companies are reevaluating human elements. A 2020 CNBC piece advises rejected candidates to respond gracefully, potentially opening doors later—a tactic Pastorius mastered.

For industry leaders, stories like this prompt calls for more transparent processes. “Rejections aren’t final,” notes a career advisor in an Indeed guide updated July 26, 2025, on responding to rejection emails, suggesting thank-you notes that keep lines open. As job markets evolve, Pastorius’s turnaround serves as a blueprint for resilience, blending digital savvy with old-school networking.

Lessons for Future Job Seekers and Employers
Ultimately, this case study reveals that while technology streamlines hiring, human persistence can disrupt it positively. Data from X posts in 2025, including one from July 31 where a user reapplied multiple times and landed an interview, show a pattern of success through iteration. Yet, balance is crucial; as one Hindustan Times article from April 12, 2025, recounts a candidate rejected abruptly after missing a call, illustrating how thin the line is between proactive and problematic.

For hiring teams, embracing such outreach could tap into overlooked talent pools. Pastorius now advocates for candidates to “own their narrative,” a sentiment echoed in emerging 2025 career forums. As economic pressures mount, expect more stories challenging the finality of rejection letters, reshaping how professionals navigate career hurdles.

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