Opportunities: What new opportunities arose as a result of the pandemic?
The pandemic spurred advancements in online courses, degree programs,
virtual instruction, and adaptations in teaching methodologies across
higher education and K–12 settings. There was a clear shift towards
flexible working and learning arrangements, with changes in remote and
in-office work requirements, highlighting the challenges and benefits of
these arrangements. Recent graduates faced skill and knowledge gaps and
had to adapt to new work and learning modes, engaging in professional
development opportunities and learning new technical skills. There were
significant fluctuations in hiring trends, with changes in desired
skillsets, recovery, and rebound in hiring rates, modifications in
requirements for potential employees, and contrasting trends between
academic and geoscience employers.
New opportunities
The pandemic has prompted the emergence of various new work and research
opportunities across different cohorts. Specifically, over a third of
academic departments and geoscience employers, as well as over half of
the individuals surveyed, reported such opportunities. These included
collaborations with other U.S. organizations, international entities,
and initiatives within their own organizations. Around a third of all
study cohorts reported new work or research projects. Additionally, half
of the academic departments reported a shift in their work or research
focus due to the pandemic, a change echoed by just under a fifth of
geoscience employers and individual survey participants.
I started really taking advantage of the virtual networking
opportunities. With the transition to hybrid or fully virtual meetings
that's allowed me to really stretch my travel budget to attend some
meetings and connect with some colleagues virtually that I might not
have the opportunity to otherwise...and that's been the other asset is
certainly the switch to virtual and hybrid has really allowed not only
for domestic here in the United States but also for broader connections
internationally as well as with colleagues that I probably wouldn't see
but you know once every four or five years if I was lucky prior to the
pandemic.
–recent graduate
We have expanded our remote partnership network, including potential
for remote instruction by teaching lecturers (instructors) in
disciplinary areas not locally available.
–academic department
Links to relevant survey data charts
New opportunities for work or research due to the pandemic
Types of new work and research opportunities due to the pandemic
Change in the focus of work or research due to the pandemic
Technological integration into instructional environments
The pandemic spurred significant advancements in incorporating new
technologies into educational settings. These included fully online
courses and degree programs, as well as the use of virtual modules and
online activities within courses. These technologies were used in
various ways by instructors to enhance their curriculum and boost
student engagement, especially during the early stages of the pandemic
when teaching was primarily conducted online.
Before the pandemic, two-thirds of departments offered no online
options, while nearly a third provided fully online courses, and only 1%
had online degree programs. However, plans for the Fall 2021 term showed
a substantial shift: over half of the departments planned to offer fully
online courses, and just over a tenth intended to provide fully online
degree programs. The most substantial growth was observed in hybrid
courses, with less than a tenth of departments offering this format
pre-pandemic, but nearly two-thirds indicating they would be offering
hybrid courses in Fall 2021. Interestingly, while just under a fifth of
departments offered online course modules before the pandemic, none of
the departments surveyed indicated plans to offer this format in Fall
2021.
From December 2020 to January 2022, academic faculty progressively
utilized a range of components in virtual instruction across all course
formats, including lecture courses, labs, and field activities. These
components encompassed essays or papers, online tests, virtual talks,
in-person field activities, at-home lab activities, video
demonstrations, online discussions, and both recorded and real-time
lectures. The application of datasets, maps, and third-party course
modules grew overall, peaking in 2021.
I have explored new possibilities with virtual field trips and have
become more engaged in Zoom conferences, including one on diversity and
equity in geoscience.
–academic faculty
Many of our faculty are participating in dissemination of online
teaching strategies, in particular with virtual field trips.
–academic department
I have been exploring virtual field experiences including Virtual
Reality, Augmented Reality, 360 imagery, LiDAR imagery and other
resources to bring the field to students.
–academic faculty
Virtual instructional components
The usage of virtual instructional components varied depending on the
type of course being taught. In virtual lecture courses, essays or
papers, online tests, and virtual talks were the most prevalent,
followed by recorded and real-time lectures, online discussions, and
video demonstrations. Fewer than half of the faculty used datasets and
maps, except for a surge in September 2021. In-person field activities
were seldom used, while the utilization of at-home lab activities
slightly decreased. On the other hand, the usage of third-party course
modules saw a minor increase over the period. In the context of virtual
lab sections and courses, the components most often used were essays or
papers, at-home lab activities, video demonstrations, virtual talks, and
maps. Datasets and online tests were widely used in 2021, but less than
half of faculty reported using these components in 2022. For virtual
field activities, faculty mainly used maps, in-person field activities,
and essays or papers. Most other components were used by less than a
third of the faculty over the period, with the exceptions being virtual
talks in April 2021 and real-time lectures in September 2022.
It's important to note how in-person activities were integrated into
virtual field courses and virtual field components to courses. While the
primary mode of the field course or field component was virtual,
specific activities within that course or component, such as homework or
extra credit exercises, were in-person. During the early part of the
pandemic, in-person field activities were usually conducted by students
on their own with a faculty-provided instructional handout. Later in the
pandemic, students would work together in the field on activities,
sometimes in small groups with instructional handouts or accompanied by
instructors.
K–12 faculty, much like academic faculty, utilized a diverse range of
components in virtual instruction. The most commonly used included
essays or papers, online tests, virtual talks, video demonstrations,
online discussions, and both recorded and real-time lectures. At least
half of the faculty used at-home lab activities in 2020 and Spring 2021,
but usage decreased by Fall 2021. Components like datasets, maps,
third-party course modules, and in-person field activities were less
commonly used.
Benefits of virtual instruction
While virtual instruction presented challenges, it also offered several
benefits. From December 2020 to February 2022, an increasing percentage
of academic faculty highlighted the flexibility that virtual instruction
provided for students, with over half recognizing this benefit in
February 2022. The percentage of faculty noticing improvements in
teaching and learning through virtual instruction fluctuated between 20%
and 30% over the period. Around one-fifth of faculty acknowledged the
enhanced accessibility for students in 2021, but this proportion
decreased to less than one-tenth by 2022. Only a small fraction of
faculty recognized the advantages of student collaboration and grading
assignments, while perceptions of increased student engagement
fluctuated during the period, with between roughly one-tenth and
one-fifth of faculty acknowledging the benefit. Less than one-fifth of
faculty noted that virtual instruction provided new tools and resources.
I have also a lot of alternatives now, so students are sick or
something else comes up and they can't come to class. They can do an
all online lab alternative. They can do an online field trip
alternative. So, a lot of additional resources and supplements that are
all online that weren't created before the pandemic.
–academic faculty
Members of our department created a fully online field camp last
summer. They worked with education faculty to assess the outcomes of
this and are now presenting the results of that research and writing
manuscripts. They are also continuing to assess student learning by
taking the same cohort of students out for mapping projects (on a
volunteer basis, with social distancing and masking). This work should
open up a lot of interesting possibilities for accessible field
instruction.
–academic department
Preference for virtual instruction among faculty and students
Preferences for instructional formats between faculty and students
varied throughout the pandemic. From September 2020 to February 2022,
academic faculty consistently favored in-person instruction and showed
the least preference for online instruction across all course types
(i.e., introductory courses, undergraduate courses, and upper division
courses). Although the preference for hybrid instruction varied over
time, it was generally the second least favored format.
However, student preferences displayed a different trend. Students
showed the least preference for online instruction for undergraduate and
upper division courses, with a noticeable increase in this trend by
February 2022. In contrast, for introductory courses, students
demonstrated the least preference for both in-person and online
instruction. Students most preferred in-person instruction for upper
division courses and a mix of formats for introductory and undergraduate
courses. By February 2022, one-third of students indicated a preference
for hybrid and online formats over in-person instruction for
introductory courses. For undergraduate courses, slightly more students
preferred hybrid formats over in-person instruction.
Interest in virtual teaching and learning
Throughout 2021 and 2022, varying trends emerged regarding the interest
in conducting lectures, labs, and field activities in hybrid and virtual
formats among academic faculty and students. However, both cohorts had a
higher interest in hybrid and virtual lectures compared to hybrid or
virtual field activities. For academic faculty, half expressed interest
in hybrid lectures, but interest in virtual lectures decreased from
nearly half of faculty in 2021 to just over a third by 2022. There was a
slight uptick in faculty interest for hybrid labs and virtual labs, but
this interest was expressed by less than a third of faculty. Interest in
hybrid and virtual field activities remained stable, attracting
approximately a quarter and slightly over a tenth of faculty,
respectively.
For students, there was a general decrease in interest in all virtual
and hybrid formats. Interest in hybrid lectures declined from over
three-quarters to nearly two-thirds of students. Interest in virtual
lectures saw a less dramatic drop, decreasing from over half to just
under half of students. Interest in hybrid labs declined to just over a
third, and interest in virtual labs decreased to less than a tenth of
students. Interest in hybrid and virtual field activities dropped
significantly to less than a fifth and less than a tenth of students
respectively. Among K–12 faculty, less than a third expressed interest
in hybrid or virtual formats for instruction. Similar to academic
faculty and students, the highest interest was observed in virtual and
hybrid lectures.
Links to relevant survey data charts
Course format most preferred by academic faculty by format and level
Course format least preferred by academic faculty by format and level
Course format most preferred by students by format and level
Course format least preferred by students by format and level
Interest in teaching or learning via virtual modes
Interest in teaching via virtual modes (K–12 faculty)
Virtual instruction pre-pandemic and plans for Fall 2021
Benefits to teaching courses, labs, and field activities in an online setting
Components used by academic faculty in virtual teaching (labs, lectures, and field activities)
Components used by academic faculty in virtual field courses or field components to courses
Components used by academic faculty in virtual lab sections / courses
Component by academic faculty used in virtual lecture classes
Components used by K–12 faculty in virtual teaching (labs, lectures, and field activities)
Flexible working and learning arrangements
The pandemic presented an opportunity for employers and employees to
assess the advantages of remote and in-person work, as well as find a
balance between the two for daily and weekly operations. In 2022,
employers were surveyed about the number of days they required employees
to be physically present in the office each week. In the second quarter
of 2022, three-quarters of employers did not mandate any office
presence, 8% required at least 5 days in the office, 12% needed 3 to 4
days, and 4% required 1 to 2 days. However, by the third quarter, the
percentage of employers not requiring office presence decreased to
two-thirds, and there was an increase to 12% in employers requiring at
least 5 days. Equal percentages of employers (12%) required either 3 to
4 days or 1 to 2 days in the office. By the fourth quarter, the
percentage of employers not requiring office presence rose to over
three-quarters, with one-fifth of employers requiring employees to work
from the office at least 3 days per week.
The perceived necessity of physical presence at the office varied among
different groups over time. For all participants, there was a noticeable
increase in those viewing office presence as moderately to extremely
necessary, rising from just over a quarter of respondents at the end of
2020 to 42% by the end of 2022. Academic faculty's perceived need for
being on-campus notably increased from nearly a quarter at the end of
2020 to two-thirds by the end of 2022. K–12 faculty showed a similar
trend, with the percentage considering office presence as necessary
doubling from one-third to two-thirds over the period. Interestingly, at
the end of 2020, over a third of post-doctoral fellows deemed office
presence necessary, but by the end of 2022, none felt it was necessary.
This could be due to the smaller sample size of this group and the
specific nature of their work. Lastly, for non-academic geoscientists,
their perception of the necessity of office presence remained fairly
stable near 30% throughout the period.
Benefits from remote work environments
Throughout the pandemic, employers, departments, and individuals
reported various challenges and benefits related to their work
environments. Key advantages included increased flexibility in work
location, improved use of virtual platforms and virtual communication,
and greater opportunities to attend conferences. Benefits more
frequently reported by employers and individuals than departments were
the flexibility in work hours, decreased work-related expenses, and
increased productivity. Employers noted an improved work/life balance
more than individuals or departments did. Other advantages mentioned
less frequently encompassed improved employee retention, enhanced
collaboration, reduced usage of active office space, increased job
satisfaction, absence of scheduling conflicts, and better teaching
practices.
It's incredibly flexible, and some people are going to continue
working from home. There's no reason for them to come in. And we've
had some people in the office say, "Hey, if we're forced back to work,
we will quit." We want to retain them. I can't say it inhibited hiring
either over this time period because we hired so many people that
aren't in the office anyway. I mean, they're working from all over.
And actually, I think that's kinda positive if they can do the computer
work, and if they're not you know, required to do field work and stuff
like that. There's a lot of things now that can be just done online.
And you know, obviously you're trusting the person is working 8 hours a
day and isn't taking advantage of the situation. But you know, I think
you're willing to take that risk to hire good people. And a lot of the
people that we hire, they don't necessarily want to move from where
they are. So you know, that's been a positive. I think things have
really worked out.
–geoscience employer
Between 2020 and 2022, both academic departments and geoscience
employers noted substantial changes in the benefits of work environments
during the pandemic. The most commonly reported benefits included
improved communication through virtual platforms, increased
opportunities for staff and faculty to attend conferences, and location
flexibility for employees. Other benefits, though reported less
frequently, encompassed improved work-life balance, reduced work-related
expenses, and flexibility in employees' work hours, along with
decreased active use of office spaces. However, departments recorded a
decrease in benefits related to collaboration, productivity, focus, and
teaching practices.
Geoscience employers highlighted substantial benefits regarding
employees' work-life balance, enhanced communication through virtual
platforms, flexibility in work hours and location, better use of virtual
platforms, and reduced work-related expenses. Additionally, they noticed
improvements in collaboration, opportunities for employees to attend
more conferences, reduced active use of office spaces, and increased
productivity and focus. The benefits reported in 2022 also included
improved employee retention and a reduction in scheduling conflicts.
Between 2020 and 2022, study participants reported improvements in the
benefits of their work environments during the pandemic. By 2022, the
majority of participants noted benefits such as improved communication
via virtual platforms, increased opportunities to attend conferences,
reduced work-related expenses, and flexibility in work hours and
location. Over a third of participants acknowledged improved
productivity, focus, and work-life balance. Fewer participants reported
benefits that included fewer scheduling conflicts, increased job
satisfaction, and improved collaboration.
However, these benefits varied by the cohort of study participants. Most
academic faculty highlighted benefits such as improved communication via
virtual platforms, the ability to attend more conferences, and
flexibility in work hours and location. Approximately 30% of faculty
also reported improved teaching practices.
Post-doctoral fellows cited improvements in collaboration, communication
through virtual platforms, flexibility in work location and hours, and
better utilization of virtual platforms. In 2020, they also noticed an
increase in productivity and focus.
Similarly, students acknowledged improvements in communication via
virtual platforms, increased opportunities to attend conferences,
reduced work-related expenses, and flexibility in work hours and
location. They also reported increased productivity and focus in 2020.
Non-academic geoscientists noted enhancements in work-life balance,
communication through virtual platforms, opportunities to attend more
conferences, reduced work-related expenses, increased flexibility in
work hours and location, and increased productivity and focus. They also
mentioned improved collaboration and job satisfaction.
Links to relevant survey data charts
Minimum number of days employees are required to work in the office per week
How necessary is it for you to be physically present at your employer's office to do you work duties?
How necessary is it for you to be physically present at your employer's office to do you work duties? (academic faculty)
How necessary is it for you to be physically present at your employer's office to do you work duties? (K–12 faculty)
How necessary is it for you to be physically present at your employer's office to do you work duties? (post-docs)
How necessary is it for you to be physically present at your employer's office to do you work duties? (non-academic geoscientists)
Benefits from work environments during the pandemic (2020–2022)
Benefits to faculty and staff from work environments during the pandemic
Benefits to employees from work environments during the pandemic
Benefits from work environments during the pandemic
Benefits from work environments during the pandemic (academic faculty)
Benefits from work environments during the pandemic (post-docs)
Benefits from work environments during the pandemic (students)
Benefits from work environments during the pandemic (non-academic geoscientists)
Learning new skills
During the pandemic, work and learning modes shifted, leading study
cohorts to adapt their research and work modalities. As a result, some
individuals learned new skills, driven by changes in project direction
and design. Furthermore, some pandemic-era graduates found themselves
with gaps in skills and knowledge due to disruptions in their academic
programs. These gaps forced them to seek alternative methods to acquire
the necessary skills and knowledge.
Recent geoscience graduates expressed a strong preference for technical
skills they wished they had obtained before graduation. These included
programming, data visualization, mapping software, machine learning,
artificial intelligence, and data science, as well as field skills. Less
than a third of these graduates noted that they wished they would have
acquired database and lab skills, project management skills, and
proficiency with virtual platforms prior to graduation. Remarkably,
about one-tenth of the recent graduates felt they did not need any
additional skills or knowledge.
To bridge these skills and knowledge gaps, recent graduates engaged in
learning on their own or through employer-provided training. Most relied
on self-taught instruction to gain the skills they wished they had
acquired prior to graduation. Just over a third utilized professional
training, and slightly more than a quarter turned to online training.
Traditional methods, such as college courses, were used by one-fifth of
recent graduates, while less than a tenth opted for topical bootcamps.
Employers played a key role in skills development, providing on-the-job
training, mentorships, and apprenticeships for the majority of recent
graduates. Other prevalent employer training methods included
self-taught instruction, professional training, in-house workshops, and
online training. Short courses were also employed, though college
courses were rarely provided by employers. Of note, nearly one-fifth of
recent graduates reported that their employers did not offer any skills
development training at all.
Professional development engagement
Throughout the pandemic, study cohorts explored various professional
development opportunities. The most popular activities across all groups
included attending online workshops, seminars, or conferences, and
mentoring students or colleagues. Active volunteering for professional
societies was a common pursuit among all cohorts except students.
Writing about research for both technical and non-technical audiences
was a practice often cited by recent graduates (2019–2022), geoscience
retirees, and students. Active volunteering on academic campuses was
frequently mentioned by recent graduates (2014–2018), academic faculty,
and students.
As far as research goes we actually had lots of undergraduates help
with creating those classroom virtual activities and we were able to
have them scan all of the samples that we would normally be giving out
as hand samples in class but they were able to scan them so that they
could be rotated in 3D for a virtual lab for a lot of our like intro and
mineralogy type classes and so the students were able to learn how to
use the various imaging scanners that we were using for those projects
and come in on their own when nobody else was in the building to scan
them for us and send them to us to make the labs out of so that ended up
being counting for their undergraduate research experiences.
–academic faculty
Being forced out of the lab I looked towards improving my
statistical/data analysis skills via online courses and am now pursuing
some large datasets in my research that I previously did not use.
–academic faculty
When I was looking at post docs, they all had some sort of coding
component to them and I didn't have and I enrolled in a data analytics
certificate program. The skills I got I have used them and in
publications So that I think that was the one thing I wouldn't have had
unless I went outside of my degree program is working with Python or
having formal training and doing some coding for analysis 'cause again
you can always teach yourself but the scripts I wrote before I knew the
rules are not exactly but most efficient or user friendly or anything
like that.
–recent graduate
Looking more into how to do things I've never done before but heard
about it. I have more time to do online research and watch videos of
those who do the skill that I want to learn. I've had time to do more
personal research and look into working on my skillsets that I can use
to teach to my students.
–K–12 faculty
When considering the subject matter of online workshops, seminars, or
conferences, geoscience topics were the most frequently mentioned by
almost all study cohorts, with the exception of academic faculty and
K–12 faculty, who primarily focused on teaching. Interest in technical
topics increased across all cohorts during 2020 and 2021. However, while
academic faculty reported an increase in geoscience topics during this
period, there was also a decline in total interest in geoscience topics
across all other cohorts between 2020 and 2021. Career development
topics gained prominence among recent graduates, academic faculty, and
non-academic geoscientists but were mentioned less frequently in 2021 by
K–12 faculty, retirees, students, and unemployed students. Other
subjects, such as geoscience professional society meetings, diversity,
equity, and inclusion, and various other themes were generally noted by
less than a third of respondents across all cohorts.
Links to relevant survey data charts
How recent graduates are acquiring the skills and/or knowledge they
wished they had prior to graduation
https://covid19.americangeosciences.org/data/charts/individual-grnr-skills-knowledge-gain/
Types of employer-provided skills development training during new hire
onboarding
https://covid19.americangeosciences.org/data/charts/individual-grnr-skills-knowledge-train/
Skills and/or knowledge recent graduates wished they had obtained prior
to graduation
https://covid19.americangeosciences.org/data/charts/individual-grnr-skills-knowledge-want/
Topics of professional development webinars and online events
https://covid19.americangeosciences.org/data/charts/profdev-webinar-topics-2014-2018/
Topics of professional development webinars and online events
https://covid19.americangeosciences.org/data/charts/profdev-webinar-topics-2019-2022/
Topics of professional development webinars and online events
https://covid19.americangeosciences.org/data/charts/profdev-webinar-topics-if/
Topics of professional development webinars and online events
https://covid19.americangeosciences.org/data/charts/profdev-webinar-topics-ik/
Topics of co-curricular webinars and online events
https://covid19.americangeosciences.org/data/charts/profdev-webinar-topics-ir/
Topics of professional development webinars and online events
https://covid19.americangeosciences.org/data/charts/profdev-webinar-topics-is/
Topics of professional development webinars and online events
https://covid19.americangeosciences.org/data/charts/profdev-webinar-topics-iu/
Topics of professional development webinars and online events
https://covid19.americangeosciences.org/data/charts/profdev-webinar-topics-iw/
Engagement with professional development activities
https://covid19.americangeosciences.org/data/charts/professional-development-2014-2018/
Engagement with professional development activities
https://covid19.americangeosciences.org/data/charts/professional-development-2019-2022/
Engagement with professional development activities
https://covid19.americangeosciences.org/data/charts/professional-development-if/
Engagement with professional development activities
https://covid19.americangeosciences.org/data/charts/professional-development-ik/
Engagement with professional development activities
https://covid19.americangeosciences.org/data/charts/professional-development-ir/
Engagement with co-curricular activities
https://covid19.americangeosciences.org/data/charts/professional-development-is/
Engagement with professional development activities
https://covid19.americangeosciences.org/data/charts/professional-development-iw/
Changes in hiring practices
Hiring trends experienced significant fluctuations during the pandemic
among both academic departments and geoscience employers. These shifts
led to changes in the desired skillsets and knowledge sought for new
hires. For academic departments, active faculty hiring between February
2020 and December 2022 showed marked variations. There was reduced
activity at the peak of the pandemic in 2020. After 2020, hiring rates
became more erratic, with noticeable spikes in January and October 2021,
as well as October 2022, during which nearly 40% of departments were
hiring.
For geoscience employers, hiring rates for all degree levels generally
increased from May 2022 to November 2022. At the Bachelor's degree
level, the percentage of employers hiring dropped from three-quarters in
June 2021 to under half in May 2022 but then dramatically increased to
90% in November 2022. For the Master's degree level, hiring increased
from over three-quarters in June 2021 to all employers in May 2022. This
was followed by a drop to just under two-thirds in July 2022 before
rebounding to full hiring at that level in November 2022. Doctorate
degree hiring saw a decline from over half of employers in June 2021 to
just over a third in July 2022, but it recovered to over half again by
November 2022.
Since the onset of the pandemic, the hiring landscape within the
geoscience field has seen noticeable changes. By the end of 2020, just
over a third of geoscience employers noted that they had changed what
they were looking for in potential new hires since the start of the
pandemic. This proportion decreased to less than a fifth by the second
quarter of 2021, a level that remained consistent through the first
quarter of 2022. Interestingly, only a fifth of employers believed that
the preferred and required skillsets for new hires had undergone
fundamental changes compared to the pre-pandemic period.
The fundamental skills, the basic skills for each position haven't
changed. What will have changed is we need people to be familiar with
the online and virtual worlds in a more thorough way. We need you to
know Zoom and we need you to know them all because people use all kinds
of different platforms. We’ve actually talked about starting a Discord
server because there’s that immediate connection. You can just get
online. You don’t have to dial in. You can chat, you can talk, right?
We’ve talked about something like that. Some sort of virtual community.
It doesn’t have to be Discord. There are others out there. But I think
going forward, that’s going to be one of the skillsets we’re going to be
looking for is people that are far more familiar with the online world
and more familiar with virtual communities because I think that’s going
to be if we’re going to truly be able to have a national or even global
workforce. We’re going to have to be more comfortable in the online
realm.
–geoscience employer
Changes in skillset preference and requirements
The preferences for specific skillsets among employers for new hires
fluctuated from mid-2021 to late-2022. The preference for project
management skills dropped from a majority to just over half of
employers, while the percentage requiring these skills rose from less
than a tenth to a third. The preference for field skills increased from
a third to half of employers, with the requirement for this skillset
fluctuating between about a third and a half. The preference for lab
skills ranged between a third and a half of employers, with the
requirement for these skills growing from less than a fifth to a
quarter.
In the realm of technology, preference for data visualization and
mapping skills jumped from just under half of employers to over
three-quarters, even as the requirement for these skills fell from a
third to just over a tenth. While the preference for database skills
increased from 60% to 85% of employers, the percentage of employers
requiring these skills remained near 15%. The preference for data
science, machine learning, and AI skills edged up slightly from just
under a third to just over a third, with less than a tenth of employers
mandating these skills. Programming skills preference saw a minor
decline, from half of employers to just under half, with most not
requiring this skillset. Finally, the preference for virtual platforms
skills grew from just over a third of employers to nearly half, with the
requirement for this skillset also increasing, moving from a quarter to
nearly a half of employers.
Links to relevant survey data charts
Academic departments with active faculty searches
Degree levels at which geoscience employers are hiring
Employer preference for skillsets in new hires
Has what you are looking for in potential geoscience employees changed since the start of the pandemic?
Are the preferred and required skillsets for new hires fundamentally different from before the pandemic?