Remote Work Dataviz

How remote work became a job-market signal

Remote work was once a relatively niche feature of the labor market, concentrated in jobs that could be done digitally and with limited physical presence. The COVID-19 pandemic changed this rapidly: as offices closed and mobility restrictions spread, working from home became a practical necessity for many employers and workers. Even after restrictions eased, remote and hybrid work remained part of job advertising, suggesting that the pandemic did not simply create a temporary shift, but accelerated a longer-term change in how work is organized.

Illustration of a person working remotely on a laptop at home

Job postings

Remote work is nowadays an essential part of the job market's vocabulary. But how does this translate in numbers over the years?

Remote work by year

Posting-weighted average share of job postings advertising remote or hybrid work across 20 countries.

Source: Linkedin / Indeed remote job postings dataset. About data

The overall average shows remote work moving from a niche signal in job postings to a much more visible part of the labour market after 2020.

Before 2020, remote-work signals were strongest in remote-friendly industries, while industries like the lowest-remote industry barely registered.

After the COVID-19 outbreak, previously less remote-heavy industries moved sharply upward. For example, remote education grew as teaching, training, and administrative work were forced into remote formats.

By 2022, remote-work growth was no longer evenly accelerating. It slowed most in industries such as industries with the smallest post-2022 growth, even though the market did not return to its pre-pandemic baseline.

That makes the recent return-to-office push by some companies less like a full reversal and more like a negotiation over where remote work settles. Job postings suggest that remote job availability cooled after the emergency years, but it remained far above where it began.

Satisfaction

How satisfied are workers with their work model? These charts show satisfaction, productivity, work-life balance, and commute patterns across Remote, Hybrid, and Onsite workers.

RMAP survey

Productivity change

Self-reported change in productivity across all work models.

Many companies are pushing employees back to the office out of concern that remote workers are less productive. These numbers tell the opposite story. The fear driving return-to-office mandates is not supported by how workers themselves experience their output — and acting on it risks alienating the very people the policy is meant to motivate.

Productivity gains are reported across all work models, but remote workers lead: the majority say their output has increased. Hybrid workers follow closely, while onsite workers show a more even split between increase and decrease.

Workers in their first two years show a sharper productivity drop than any other group when working remotely — but the drop onsite is even steeper. Early-career employees may miss the in-person mentorship and guidance that offices once provided, yet the data shows that simply mandating their return does not fix the problem.

RMAP survey

Work model satisfaction

Self-reported preference for remote over in-office work, across all work models.

Remote workers overwhelmingly prefer working remotely over in-office work. Hybrid workers lean strongly the same way — nearly three quarters prefer remote over in-office — while onsite workers are the ones most evenly split on the question.

Preference is not just a comfort metric — it is a retention signal. When employees strongly favour a work model and employers take it away, the most mobile workers leave first. Maintaining remote and hybrid positions is one of the lowest-cost ways to keep people from looking elsewhere.

Among workers with eleven or more years of experience, there is almost no neutral ground. Onsite workers split almost evenly between satisfied and dissatisfied, with near-zero neutral responses. Experienced workers know exactly what they want — and forcing the wrong arrangement on them is the most reliable way to make them leave.

RMAP survey

Work-life balance difficulty

Self-reported difficulty maintaining work-life balance across all work models.

Beyond retention, flexible work arrangements expand the candidate pool. A role that is not tied to a commuting radius can draw applicants from anywhere — cities, regions, or countries that a purely onsite position would never reach. The companies that keep remote and hybrid options open are not just holding on to their current teams; they are competing for a much larger share of available talent.

Both remote and hybrid workers report similarly low difficulty maintaining work-life balance. Onsite workers stand out as the group most likely to struggle — suggesting that the lack of location flexibility, not switching between locations, is the real friction.

New workers feel the onsite burden most acutely. Workers in their first two years report by far the greatest difficulty maintaining work-life balance when working onsite. Commuting, early start times, and rigid schedules hit hardest when you are still finding your footing outside work too.

RMAP survey

Commute time distribution

One-way commute duration in minutes across all work models. Zero-minute commuters are fully remote.

The commute is one of the most overlooked costs of onsite work. What looks like a 30- or 45-minute trip each way adds up to hours lost every week — time that belongs to the employee, spent in traffic or on crowded transit instead of with family, on rest, or on anything they choose.

It is also a financial burden that rarely appears in salary comparisons. Fuel, transit passes, parking, and vehicle wear are real expenses that erode take-home pay — costs that disappear the moment someone works from home. Remote work is, quietly, a pay rise.

Workers early in their careers have the smallest share of zero-minute commuters — fewer remote workers among them. Without the track record to negotiate flexible arrangements, newer employees are more likely to be required onsite, absorbing the full cost of the commute.

The pattern reverses for workers with eleven or more years in their field. The zero-minute share climbs sharply — fully remote becomes far more common. Experience brings negotiating power, and experienced workers have used it to reclaim their time.

Relocation

Remote work has loosened the traditional link between where people work and where they live — reshaping not just how people work, but where.

RMAP survey · Remote workers only

Workplace location change since 2020

Share of remote workers who changed the geographic location from which they work since 2020.

Remote work has loosened the traditional tie between job location and physical presence. A meaningful share of remote workers changed the location from which they work since 2020 — across cities, countries, or between home and co-working spaces.

RMAP survey · Remote workers only

Place of living change due to remote work

Share of remote workers who changed their place of living due to favourable remote working arrangements since 2020.

For a notable share, the change went further. Remote work enabled an actual move of home — some once, a smaller cohort repeatedly — making location flexibility a repeatable life choice, not a one-off disruption.

RMAP survey · Relocators only

Why remote workers relocated

Most important reasons selected by respondents who changed their place of living due to favourable remote working arrangements.

Once work no longer fixed people to one place, relocation became a way to rebalance everyday life. The reasons span lifestyle, housing, costs, family, safety, and access to the places people want to be near.

Among those who relocated, quality of life is the clearest pull factor — suggesting the decision is driven more by aspiration than necessity.

Housing also matters: affordability, living expenses, and home size sit near the top of the reasons list, reflecting the economic logic of decoupling salary from location.

The move is not only economic. Family, nature, safety, and access to work-related places all shape where remote workers go — pointing to a broader search for a different kind of life.

At the edge of this shift are digital nomads: workers who turn flexibility into mobility. For them, relocation is less about a single permanent move and more about choosing places for culture, connectivity, and remote-work community.

Try it yourself

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