The Future of Residency Interviews

If you graduated into the era of hotel-ballroom interview days and hand-cramping
pre-interview dinners, the current residency landscape probably feels like
science fiction. Laptops instead of boarding passes, ring lights instead of
rental cars, and “you’re muted” has replaced awkward elevator small talk.

The pandemic didn’t just nudge residency interviews toward virtual formatsit
shoved the entire system off a cliff and forced it to grow wings on the way
down. Now, with several cycles of data and experience behind us, it’s clear:
the future of residency interviews will be virtual-first, more structured, and
increasingly shaped by tools like preference signaling, holistic review, and
(carefully used) technology.

For applicants and programs, that future holds huge opportunitiesalong with
new pitfalls to avoid. Let’s look at where residency interviews are headed and
how you can thrive in the next generation of Match seasons.

How We Got Here: From Travel Marathons to Zoom Marathons

Before 2020, residency interviews were overwhelmingly in person. Applicants
crisscrossed the country, racking up airline miles and credit card debt in a
whirlwind of hotel rooms, hospital tours, and lukewarm conference-room coffee.
Travel costs routinely reached thousands of dollars, and students often missed
weeks of clinical training just to show up in person for each program.

Then COVID-19 hit. Within one cycle, video-based interviews went from rare to
universal. National organizations quickly recommended virtual formats to
protect safety, reduce cost, and improve equity for applicants who couldn’t
afford expensive travel. As the emergency phase faded, something surprising
happened: many programs and applicants realized that virtual interviews weren’t
just a stopgapthey were, in many ways, better.

Today, a typical cycle features heavy use of virtual interviews, with some
specialties and programs experimenting with in-person or hybrid elements. The
next phase is about refining that balance: keeping what works from virtual
formats while addressing what everyone misses about being there in person.

Why Virtual Residency Interviews Are (Mostly) Here to Stay

Cost, Equity, and Sustainability

One of the biggest reasons virtual interviews will remain central is simple:
money. Virtual interviews dramatically cut travel and lodging costs, helping
level the playing field for applicants who don’t have the budget for cross-
country interview tours. That’s not just convenientit’s an equity issue.
Reducing financial barriers means more students can realistically apply to and
interview with programs that truly fit their goals.

There’s also a time cost. Every day spent on a plane or in a hotel is a day not
spent on the wards. Virtual interviews allow students to attend more interviews
with less disruption to clinical training. And as a bonus, fewer flights and
road trips mean a smaller environmental footprinta nontrivial factor for
academic institutions that publicly commit to sustainability.

Applicant Preferences and Program Realities

Surveys in multiple specialties have consistently found that many applicants
actually prefer virtual interviews or at least want them to remain an option.
They appreciate the flexibility, lower stress, and ability to compare programs
without needing a suitcase permanently half-packed.

Program directors, meanwhile, are navigating a more complex landscape. Virtual
interviewing makes it easier to offer more interviews and broaden the applicant
pool, but that also risks interview “hoarding” and makes it harder to judge
the elusive concept of “fit.” This tensionbetween access and authentic
connectionis exactly what is driving the next phase: smarter hybrid models and
more structured selection tools.

The Rise of Hybrid and “Second Look” Models

Many leaders now argue that the future shouldn’t be a binary choice between
“all virtual” and “all in person.” Instead, they envision a virtual-first
system, complemented by optional, carefully designed in-person experiences.

One frequently proposed model looks like this:

• Step 1: Standardized virtual interviews. All applicants and
  programs meet virtually for the formal interview. This keeps the cost and
  equity benefits while maintaining a level playing fieldno one gains an
  advantage just because they could afford to fly out.
• Step 2: Optional in-person open houses or “second looks.”
  After interviews, programs may host voluntary on-site visits focused on
  culture, facilities, and community. These are explicitly non-evaluative and
  scheduled so that attendance (or lack thereof) does not influence rank lists.
• Step 3: Clear rules and timing. To keep things fair, there’s
  a strong push toward clear policies from specialty societies and national
  organizations about what’s allowed, what’s optional, and how these visits
  intersect with the Match process.

In practice, different specialties are experimenting in different ways. Some
are sticking with purely virtual cycles. Others allow local or optional
in-person days. The trend line, though, points toward structured hybrid
approaches where virtual is the default and in-person is an add-on, not a
requirement.

Smarter Screening: Signals, Supplemental Questions, and Holistic Review

Technology hasn’t just changed how we talk; it has also changed
who gets invited to talk in the first place.

Preference Signaling and ERAS Changes

As application numbers exploded, programs found themselves drowning in
applications while applicants feared being lost in the noise. Enter
preference signaling.

Within ERAS, many specialties now allow applicants to send a limited number of
“signals” to programs they are especially interested in. These signals are
designed to say, “I am genuinely serious about you,” in a sea of mass
applications. Early data suggest that a well-placed signal can significantly
increase a candidate’s chances of receiving an interviewand even of matching
at that program.

Alongside signaling, the ERAS application has incorporated supplemental
questions and structured experiences sections intended to support
holistic review. Instead of focusing solely on test scores,
programs are encouraged to look at meaningful experiences, attributes, and
contexts that explain who a candidate is, not just what numbers they’ve
achieved.

Holistic Review Meets Virtual Recruitment

Virtual recruitment pushes programs to improve how they evaluate applicants
without the advantage (or bias) of casual in-person impressions. National
research has highlighted how programs are increasingly relying on structured
review of experiences, letters, and mission fit, rather than informal
“gut feelings” from a dinner the night before.

Going forward, expect:

• More explicit rubrics for interview scoring and rank list decisions.
• Greater emphasis on alignment with a program’s mission, patient population,
  and educational philosophy.
• Continued useand refinementof signaling and supplemental questions as tools
  to reduce noise and promote fairness.

Technology Upgrades: Beyond “Can You See My Screen?”

Structured Interviews and Data-Informed Selection

Another defining feature of future residency interviews will be structure.
Organizations are already urging programs to move away from unstructured
“chats” and toward standardized questions, behavior-based prompts, and
consistent scoring systems across applicants.

This structured approach works well in virtual settings:

• Interviewers can use shared digital score sheets and rubrics.
• Breakout rooms allow multiple mini-interviews to run smoothly.
• Training on bias mitigation and fair interviewing practices can be
  standardized and tracked.

Looking slightly ahead, we’re likely to see more AI-assisted
tools for scheduling, timekeeping, and note-taking during interviews.
Programs may experiment with AI-generated summaries of interviewer feedback or
dashboards that pull together application data, interview scores, and signals.
The key will be using these tools as decision support, not
decision-makersand maintaining human oversight to avoid amplifying bias.

Virtual Tours, Asynchronous Content, and Extended “Visits”

Programs are increasingly investing in high-quality online content to fill the
gap left by in-person tours. Think:

• 360° videos of hospitals and clinics.
• Resident-led video walk-throughs of call rooms, lounges, and neighborhoods.
• On-demand Q&A videos about schedules, wellness, research, and life in the city.

Over time, this is likely to evolve into more immersive experiencesintegrating
interactive maps, resident “day in the life” stories, and potentially even
extended reality (XR) tours for applicants who want a deeper sense of place
but can’t or don’t want to travel.

What This Future Means for Applicants

If you’re an applicant, here’s what you can reasonably expect over the next
few cycles and beyondand how to adapt:

• Virtual will remain the default. Plan your strategy assuming
  that most, if not all, interviews will be online, with occasional optional
  in-person opportunities.
• Use signals like gold, not glitter. Study each specialty’s
  rules and place signals where mission fit and genuine interest are strongest,
  not as a Hail Mary for brand-name programs.
• Treat your setup as part of your professional presence. Good
  audio, clean background, stable Wi-Fi, and a camera at eye level are no
  longer “extra”they’re baseline expectations.
• Prepare for structured questions. Practice behavioral and
  scenario-based answers (“Tell me about a time…”) that highlight teamwork,
  resilience, communication, and patient-centered care.
• Do your homework on culture. Use virtual open houses, social
  media, program websites, and resident panels to understand values, workload,
  and support systems. You’ll rely more on these signals when you can’t
  physically walk the halls.

What This Future Means for Programs

For residency programs, the future interview environment demands intentional
design, not just a Zoom link and a prayer.

• Commit to a transparent format. Clearly communicate whether
  your interviews are virtual, in person, or hybrid, and spell out what is
  optional versus evaluative.
• Standardize the experience. Structured questions, calibrated
  scoring rubrics, and interviewer training are essential to fairness
  especially in virtual settings where informal cues are limited.
• Coordinate with national policies. Adhering to interview
  release windows, caps, and best-practice guidelines helps reduce stress and
  last-minute chaos for applicants.
• Invest in tech and support. Smooth interviews require solid
  platforms, backup plans, and staff who can troubleshoot quicklyor rescue a
  frozen breakout room without derailing the whole day.
• Keep equity front and center. Avoid formats that reward
  extra travel or discretionary spending. Ensure that optional visits truly
  remain optional and that attendance is not used as a proxy for “commitment.”

Potential Pitfalls and Ethical Questions

Of course, no system is perfectvirtual and hybrid interviews bring their own
challenges:

• Technology gaps. Not all applicants have identical access
  to quiet spaces, high-speed internet, or high-quality equipment. Programs
  will need to remain flexible and avoid penalizing applicants for factors
  outside their control.
• Signal pressure. As preference signaling becomes more
  common, applicants may feel anxious about “wasting” a signal or fear missing
  out if they don’t apply widely enough. Clear education about how signals are
  used can keep expectations realistic.
• Interview hoarding and burnout. Virtual formats make it
  easier to accept more invitations than any human should reasonably attend.
  Efforts like interview caps, coordinated release dates, and stronger
  communication norms will likely keep evolving to address this.
• AI and bias. If AI tools begin to assist more visibly with
  screening or analysis, programs will need strong guardrails, audits, and
  transparency to avoid reinforcing inequities.

The ethical future of residency interviews will depend on how intentionally
programs, specialties, and national bodies balance innovation with fairness.

Experiences: What the Next Generation Is Already Seeing

To understand where residency interviews are heading, it helps to look at what
applicants are already living through. Imagine three fictionalbut very
realisticstudents navigating a modern cycle.

Ana is a first-generation medical student applying in internal
medicine. She grew up across the country from most of her target programs and
has limited financial support from family. In a pre-virtual era, visiting even
five or six programs in person would have meant choosing between credit card
debt and drastically shrinking her list. In a virtual-first system, she’s able
to interview broadly while staying put in her apartment, using a carefully set
up laptop, a borrowed ring light, and a Wi-Fi hotspot as backup. For her,
keeping interviews virtual isn’t just convenient; it’s the difference between
realistic access and being priced out.

Malik is applying in a highly competitive surgical specialty.
He sends signals to a handful of programs whose missions truly match his
background and interests, including a safety-net hospital that serves a
community similar to where he grew up. During virtual interviews, he gets
structured questions about operating room teamwork, crisis communication, and
responding to complications. Later, one of his signaled programs offers an
optional in-person open house. Malik decides to attend, not because he thinks
it will “boost his rank,” but because he wants to see if he can picture
himself spending long call nights there. He leaves with a strong sense of the
residents’ camaraderie and the program’s culturewhich ends up mattering more
than the glossy brochure ever could.

Linh is applying in pediatrics and juggling family
responsibilities while finishing sub-internships. She’s relieved that virtual
interviews mean she doesn’t have to coordinate childcare around airport runs.
But she also finds that back-to-back Zoom interviews leave her emotionally
drained in a different way. She starts building in intentional breaks, short
walks between sessions, and post-interview notes to capture her impressions
before they blur together. By the time she ranks programs, those notesabout
how faculty treated residents, how honestly wellness was discussed, and how
residents described their typical daymatter far more than whether the
background on someone’s screen was a bookshelf or a virtual beach.

On the program side, directors and coordinators are also adapting. A mid-sized
family medicine program, for example, might discover that virtual interviews
allow them to reach applicants from regions and schools that previously never
applied. They start tracking interview scores, resident performance, and
retention over several cycles and find that their virtual-era residents are
just as strong clinicallyand more diverse in lived experiencethan their
pre-pandemic cohorts.

At the same time, they notice that applicants often ask the same questions
about call, clinics, and community life. In response, the program builds a
short video series with residents walking through common topics, plus an FAQ
webpage and quarterly virtual open houses. The formal interview day becomes
more focused, structured, and predictable for everyone. The “vibe check” shifts
from a one-off pre-interview dinner to a richer, curated set of interactions
spread over weeks.

These kinds of experiences hint at what the future will look like: fewer
frantic travel days, more intentional interactions, and a larger toolboxsignals,
supplemental questions, structured interviews, virtual toursto help programs
and applicants find the right match. The challenge will be using those tools
thoughtfully, not just because they’re new.

The Bottom Line

Residency interviews aren’t going “back to normal”they’re moving forward to
something new. Virtual-first models, hybrid second looks, preference signaling,
structured interviews, and smarter use of technology will define the next era.

For applicants, that means preparing for polished virtual interviews, using
signals strategically, and doing deeper homework on culture and fit. For
programs, it means deliberately designing fair, transparent, and equitable
processes that make the most of virtual access without losing the human
connection that makes residency training unique.

The future of residency interviews will be less about where you sit on
interview dayand more about how clearly you can show who you are, what you
value, and how you’ll grow in the place you ultimately match.