How Remote Work Is Narrowing Early-Career Opportunities

The model for early-career opportunities is to recruit first-to-employment candidates who value the experience of working, learning, and developing their capability for higher-level positions in the IT industry. This model appointment is the best pathway to a career these days, as it is like an apprenticeship stage on top of the candidate’s formal education at a time when graduate opportunities are vanishing. “ The hidden costs of remote work are not inevitable. They arise because many organisations have changed where people work without rethinking how people learn, develop, and build meaningful connections. The hiring decision of choosing an experienced candidate over a promising talent will continue to happen.” by Zhenyu Liao, Letian (LT) Zhang and Shinan Wang, HBR Contributors

An apprenticeship prepares candidates to apply for higher positions, as stated in the Harvard article.

Inzenius HRM, Rostering and Payroll Company the Best Team Member Careers Builder

Inzenius Case for Graduates to Work in the Office

The Ashleigh story is an Inzenius case for the apprenticeship development model of graduates.

As a graduate builds their capabilities, they set a great career path.

An example is Ashleigh, who pivoted from her psychology to HR and IT. Over time, she reached out and took on meaningful business learning activities, as well as earning her MBA and a higher-level position at a larger HR systems company,

It is critical that graduates can be mentored into a level 3-plus role with the experiences employers value, as the traditional graduate position they used to use for their future leaders has declined. 

Graduate Conundrum Today

Reduces entry-level internships or positions with a structured career pathway due to AI and economic conditions, which impacts opportunities   

Harvard Article on the Situation 

Remote work is quietly reshaping early-career opportunity. A study that included analysis of 50 million European job postings and experiments with 1,200 hiring managers found that remote roles demand roughly 25% more skills, plus more experience and credentials than otherwise identical in-person jobs. This change is driven by larger applicant pools, harder-to-verify fit, and the perceived cost and burden of onboarding new talent remotely. This last reason, in particular, has major implications for leaders managing their talent pipelines. As organizations find it harder to develop inexperienced employees remotely, they increasingly hire people who require less development. That, in turn, leaves fewer opportunities for the next generation to gain the very experience employers now demand, while weaker mentoring, slower learning, and greater isolation further erode young talent’s development and wellbeing. To maintain a strong pipeline of talent, leaders must recalibrate remote hiring criteria, systematically rebuild mentoring and training infrastructure foster deliberate social connection, and evaluate performance on outcomes, not visibility

Imagine that somewhere, a hiring manager faces a decision between two candidates for a remote position. One is a recent graduate: competent, motivated, and full of potential. The other has accumulated five years of experience and can hit the ground running. Not long ago, managers would regularly take a chance on the graduate, confident that the organization could turn raw potential into exceptional performance. The right team, strong mentors, and moments of informal learning can transform a promising newcomer into a high-performing professional.

In our recent research, published in Administrative Science Quarterly, we found that, for remote positions, companies have become far less willing to take a chance on rookie candidates.

We analyzed more than 50 million job postings across 28 European countries and conducted 37 in-depth interviews with hiring managers and executives. We found that remote positions consistently required about 25% more skills, more years of work experience, and higher educational credentials than otherwise identical non-remote positions from the same employer, with the same job title, in the same year. The only difference is where the work is done. We replicated this pattern in a controlled experiment with 1,200 hiring managers recruited online, who set requirements for the same job randomly described as either remote or in-person. The pattern held: simply labeling a job remote pushed companies to demand more skills and more experience.

Our study found that the shift in requirements is primarily driven by three reinforcing forces: larger applicant pools, an increased reliance on measurable credentials, and the training challenges inherent in remote work.

The first two are self-explanatory. Remote work passively expands applicant pools, with companies often receiving anywhere from 20% to ten times more applicants than comparable in-person roles. This has prompted employers to raise hiring thresholds simply to narrow the field. Second, when face-to-face interaction offers fewer opportunities to assess potential and cultural fit directly, some employers may place greater weight on verifiable credentials, such as degrees, certifications, and documented experience. Though the evidence for this mechanism is mixed, our interviews suggest that it shapes hiring decisions in ways beyond what job postings alone may capture.

However, we believe that by far the most consequential factor at play here, and the one that leaders urgently need to recognize, is the way remote work has hindered on-the-job training, making hiring managers seek out those who already have experience. We argue that the problem is not with remote work per se, but with the short-sighted decision-making companies are falling back on when it comes to hiring for remote positions. In this article, we’ll explain why this bias occurs and what leaders can do to build more sustainable talent pipelines.

How Remote Work Can Hurt Early Learning Opportunities

High-potential, inexperienced talent has not become less valuable, but hiring leaders in our interview study explained firsthand how organizational conditions that once nurtured it have quietly disappeared in remote work environments. They’re referring to the hallway conversations that resolve questions before they became problems, the shoulder-tap corrections after missteps, the tacit knowledge gained simply by working alongside more experienced colleagues. These informal, spontaneous learning opportunities, leaders said, are way harder to replicate remotely. As one manager in our study put it: “It would have been smarter to recruit someone for that position who had established experience instead of putting someone new in that role.”

As developing new hires becomes more challenging, organizations are more likely to hire experienced workers who require less development in the first place. This fear is justified, as recent studies point to the same shift. Economists studying software engineers at a Fortune 500 firm from 2019 to 2024 found that simply sitting near teammates increased the opportunities of informal mentoring and improved performance, with the largest benefits accruing to younger, less-experienced employees. Once the offices closed, the study found, such opportunities largely disappeared. Extending this finding, researchers who analyzed national U.S. labor market data found that young college graduates experienced a sharper unemployment rise after the pandemic—yet only in occupations that can be performed remotely.

These increased training difficulties in remote environments are reflected in the responses of managers in our own study. “Because in a remote setting,” one HR manager explained, “it’s a lot harder to find an organic mentor within the organization who can help develop the skill sets of team members. So, when folks are working remotely, we need people that know what they’re doing.” Another respondent put it more starkly: “Being fully remote, especially as an entry-level employee, is really hard … you learn in person in your first few jobs how to interact and find mentorship and do all of those intangibles and get to know folks. I can’t imagine having just been dropped into a remote world and said, ‘Good luck’…”

In addition to training challenges, a Science study which followed 588,000 American workers over more than a decade, also revealed that physical isolation arising from remote work—even years after the Covid-19 pandemic—is associated with measurable negative consequences for mental health, particularly for those early-career workers, the same workers already losing ground in a hiring market that increasingly favors experience over potential. Our own interviews surfaced the same dynamic from the inside. “Without the informal interactions and opportunities for social bonding,” one respondent told us, “It’s just hard to build strong connections with the manager and other senior people.” Another put it more bluntly: “It is much harder to make someone feel like they are truly part of the team and culture when everyone is remote.”

Together, these studies share a common thread: while remote work offers clear benefits, it may also carry severe, less visible consequences by subtly reshaping how early-career professionals learn, grow, connect, and ultimately transform into high-performing employees. These are not separate challenges but parts of the same reinforcing cycle. As organizations find it harder to develop inexperienced employees remotely, they increasingly hire people who require less development. That, in turn, leaves fewer opportunities for the next generation to gain the very experience employers now demand, while weaker mentoring, slower learning, and greater isolation further erode development and wellbeing.

A few caveats are worth noting. Our job posting evidence comes from European labor markets, although our experiment and interviews with U.S. professionals point to the same underlying pattern. The effects we documented were also most pronounced in fully remote arrangements: in our data, hybrid roles resembled in-person positions far more than fully remote ones, suggesting that even periodic in-person interactions may preserve much of the developmental infrastructure at stake. The evidence on social connection and mental health comes from complementary studies, not our own research. While those studies consistently document strong associations, they do not establish that remote work causes these outcomes. These nuances matter because they suggest that the primary risks, and the key opportunities for intervention, lie in fully remote teams, particularly those with early-career employees.

It is tempting to attribute the recent decline in early-career hiring to the rise of generative AI. The evidence, however, suggests that remote work is a more robust explanation. A recent study examining both AI exposure and remote work simultaneously found that while both independently predicted declines in junior hiring, the remote work effect remained robust when the two were estimated together, whereas the AI effect largely disappeared. Remote work, not AI, appeared to be the primary driver of declining opportunities for early-career workers, at least for now. This does not rule out future effects of AI, but it suggests that changes in how organizations work, not just the technologies they adopt, are already reshaping the talent pipeline.

How to Build a More Sustainable Pipeline

Rebuilding the social and developmental infrastructure that physical proximity once provided will not be accomplished by simply raising hiring standards or tweaking individual policies. It is, rather, one of the key challenges for remote work firms. The question is: how can managers do it?

Recalibrate hiring standards deliberately as credential creep is not a sustainable strategy.

Our research suggests that employers raise skill and experience requirements for remote roles largely as a response to weaker training capacity and larger applicant pools. In many cases, these higher standards are less about what the job truly requires than about compensating for organizational capabilities that have become harder to provide remotely. Managers should therefore scrutinize every requirement in a remote job description. Simply ask: Is this capability essential on day one, or is it compensating for mentoring and development we are no longer confident we can deliver? Requirements tied to genuinely independent, high-stakes work should remain. Those added primarily to reduce applicant volume or substitute credentials for managerial judgment deserve closer examination.

The goal is not to lower standards indiscriminately, but to distinguish between requirements driven by the work itself and those driven by the organization’s diminished capacity to develop talent. Organizations that rebuild effective mentoring and onboarding can afford to hire more for potential and reduce their dependence on an increasingly scarce and expensive market for fully formed talent.

Rebuild the training infrastructure systematically.

Our research suggests that the rise in hiring requirements reflects a structural shift of how work is organized. This requires systematically rebuilding the developmental infrastructure that proximity once provided. Formalizing mentoring could be a good starting point. Pair every new remote hire with an experienced senior colleague whose role extends beyond answering questions to sharing tacit knowledge, judgment, context, and informal norms that employees once absorbed simply by working alongside others. Make these conversations a core part of onboarding rather than an optional extra.

More importantly, consider rotating mentors periodically to expose new hires to a broader range of expertise and perspectives. This also helps distribute the mentoring workload across the organization. Doing so also recreates the broader learning environment that once emerged naturally when people worked in close proximity.

Foster social connection deliberately.

Remote work can increase psychological distress, but its effects rarely appear all at once. Instead, they accumulate gradually through the slow erosion of everyday social interactions. Organizations may create structured opportunities for in-person connection, preserve time for informal, virtual interactions, and develop team rituals that foster belonging.

First, periodic in-person gatherings, such as quarterly off-sites, onboarding retreats, or cross-functional learning days, serve a purpose that video calls cannot replicate. Research shows that periodic face-to-face interaction strengthens trust, facilitates richer knowledge exchange, and builds more enduring bonds that continue to benefit collaboration after employees return to distributed work. A learning retreat, for example, where junior and senior employees work through real challenges side by side, can achieve in days what months of virtual meetings rarely accomplish. Second, deliberately create opportunities for informal interaction. Remote work dramatically reduces the spontaneous conversations through which employees build relationships, exchange knowledge, and solve problems. Regular virtual coffee chats, rotating peer conversations, open office hours, and a few agenda-free minutes before or after meetings can help restore these low-stakes interactions. The objective is not to recreate the office, but to recreate the informal connections that remote work makes less likely. Third, teams can also establish simple but consistent rituals that create ambient belonging. Recurring team rituals such as weekly reflections, rotating project walkthroughs, or regularly celebrating small wins, can strengthen cohesion and reinforce employees’ sense of belonging. The key is consistency and genuine participation as rituals derive their value from being meaningful collective practices rather than performative exercises.

Evaluate performance on work outcomes, not visibility.

Remote work changes not only where and how people work, but also what managers can observe. When day-to-day work is less visible, it is easy to rely on imprecise signals. Those who respond fast, who are always online, who speak most often in virtual meetings, or who simply appear busiest tend to get more recognition, largely due to visibility effects. Yet, these cues could be inaccurate measures of work contributions and can disadvantage employees whose work is less visible yet equally valuable. Managers need to make performance goals and expectations explicit, define performance standards based on tangible outcomes rather than activity, evaluate projects against documented contributions and measurable results, and ensure that promotion decisions reward output and impact rather than constant availability. Regular feedback and transparent evaluation criteria can further reduce the temptation to substitute visibility for performance.

. . .

The hidden costs of remote work are not inevitable. They arise because many organizations have changed where people work without rethinking how people learn, develop, and build meaningful connections. The hiring decision of choosing an experienced candidate over a promising talent will continue to happen. But managers may choose differently and optimally when they understand the forces behind that decision and rebuild the conditions that make investing in potential worthwhile. This is a management challenge that requires management solutions.

Some smaller entrepreneurial businesses like Inzenius are providing opportunities. 

Smaller businesses expose graduates to a broader range of software activities, delivering expedited learning opportunities and team work  

ChatGPT identified list of Smaller Melbourne Employers offering Graduate positions Worth Looking at.

Company Current/recent Melbourne opportunity Area Ranking
Expedient Software Graduate / Junior Full Stack Developer Software, SQL, databases, AI, Agile ⭐⭐⭐⭐⭐
base2Services Graduate Cloud Engineer – AWS AWS/cloud engineering ⭐⭐⭐⭐⭐
Inzenius Graduate Software  Software Support and Dev Ops  ⭐⭐⭐⭐⭐
Jirotech Pty Ltd Junior Software / DevOps Engineer Software, DevOps ⭐⭐⭐⭐⭐
Pronto Software / Pronto Woven Graduate Developer Full-stack/digital consulting ⭐⭐⭐⭐
Blackmagic Design Graduate Software Engineer Software/cloud/product engineering ⭐⭐⭐⭐⭐
The Red Fox Group AI Agent Builder Applied AI ⭐⭐⭐⭐
Nitrosend Junior Ruby on Rails Developer SaaS/software development ⭐⭐⭐⭐

The Inzenius model is particularly advantageous, offering a structured program of tech and leadership exposure on innovative projects.

The Pathway to a Great Career Built on a Post Graduate Apprenticeship

Frequently Asked Questions

What would a graduate earn? 

As a graduate, they should focus on applying the skills learned and gaining demonstrable project experience for their resume; they should expect only a package commensurate with the award conditions for the roles undertaken, including traineeship or apprentice rates of pay if the role is a recognised apprenticeship.

How long should the traineeship or apprenticeship take?

An apprenticeship may take as little as 1 year or as long as 3 years to complete, with some shorter courses available through the VET system. Traineeships are more flexible, and promotion will depend on the availability of the position and each candidate’s attainment of the appropriate skills 

Why would a graduate undertake this apprenticeship style of working?

In the current market, very few graduate and industry starting roles are available, and gaining full employment in the graduate’s chosen career path is a step up the career ladder. 

What could the career look like?

Assume you are successful in securing a position; you will be applying your graduate-level technical learning in formal training while simultaneously gaining referencable project and managerial experience. of]ver a shorter period if with a samller business. These experiences will be what a level 3+ role looks for in the future. The graduate will be positioned well to apply for such roles 

A much better pathway than working in a Mini Mart  or Uber Eats for career progression 

Which company is recognised as the best option?

The principal of a smaller enterprise with a structured program is best, like Inzeniuis 

Inzenius HRM, Rostering and Payroll Company the Best Team Member Careers Builder