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Mission Impossible: Can A.I. Save
the Candidate Experience?
Somen Mondal
CEO & Co-Founder of Ideal
@ideal @somenmondal #SHRMTalent
From Where We Started to Where We’re
Going
Help
Wanted
Signs
Newspaper
Ads
Job Boards
& ATSs
Artificial
Intelligence
Now!
@ideal @somenmondal #SHRMTalent
65% of candidates say
they applied to more than
10 opportunities
@ideal @somenmondal #SHRMTalent
On average,
up to 88% of candidates
are unqualified
@ideal @somenmondal #SHRMTalent
“Some people call this artificial
intelligence, but the reality is this
technology will enhance us. So instead of
artificial intelligence, I think we'll
augment our intelligence.”
— Ginni Rometty
@ideal @somenmondal #SHRMTalent
Agenda
● What What Is A.I. and Why Does HR Need
It?
● A.I. for the Candidate Experience
● A.I. for the Recruiter Experience
● What This Means for You & Your Company
@ideal @somenmondal #SHRMTalent
Artificial Intelligence Defined:
Artificial intelligence is when computers
and machines can mimic human abilities
such as learning, communicating, and
pattern matching.
@ideal @somenmondal #SHRMTalent
What year was the term
A.I. coined?
@ideal @somenmondal #SHRMTalent
1956!
@ideal @somenmondal #SHRMTalent
Why Has A.I. Taken Off?
Google Searches for
“Artificial Intelligence”
in the past 5 years
100
75
50
25
0
2012 2017
@ideal @somenmondal #SHRMTalent
Why Has A.I. Taken Off?
@ideal @somenmondal #SHRMTalent
90% of the world’s data
has been created in the
last two years
The A.I. Landscape
The A.I. Landscape
@ideal @somenmondal #SHRMTalent
A.I. In Pop Culture AlphaGo won a three-game match
against Ke Jie
Surprising as AlphaGo is an extremely
complex game and Ke Jie was the top
player in the world.
1997
Deep Blue beats Garry Kasparov
Watson beats both Brad Rutter and Ken
Jennings by a significant margin.
2011
IBM Watson beats the greatest Jeopardy
champions
Watson beats both Brad Rutter and Ken Jennings
by a significant margin.
2017
@ideal @somenmondal #SHRMTalent
Everyday A.I.
@ideal @somenmondal #SHRMTalent
Netflix Fails
@ideal @somenmondal #SHRMTalent
Netflix Fails
@ideal @somenmondal #SHRMTalent
3 Types of A.I.
1. Machine Learning
2. Natural Language Processing
3. Sentiment Analysis
@ideal @somenmondal #SHRMTalent
The 6 Main Recruiting Applications
of A.I. in 2018:
1. Job Postings
2. Sourcing
3. Rediscovery
4. Screening
5. Messaging
6. Digitized Interviews
@ideal @somenmondal #SHRMTalent
Why A.I. Still Needs the Human
Touch
@ideal @somenmondal #SHRMTalent
Why A.I. Still Needs the Human
Touch
@ideal @somenmondal #SHRMTalent
Areas Where A.I. Will Impact Recruiters
• Gauging interpersonal skills
• Gauging culture add
• Selling the role
• Negotiations/persuasion
• Understanding candidate’s needs
• Community building
• Setting pre-screen criteria
• Recruitment marketing
• Pre-screening/assessments
• Candidate propensity ranking • Candidate matching
• Interview scheduling Candidate sourcing•
• Resume collection/parsing • De-duping/ATS updates
Automation potential LOWHIGH
Valueaddedwithhumantouch
HIGHLOW
@ideal @somenmondal #SHRMTalent
What A.I. Can’t Do
There are many tasks that should be left to human
recruiters, especially those particularly connected to
emotional intelligence such as:
● Building Relationships with Candidates
● Seeing Candidate Potential Beyond Credentials
● In-Person Interviews
● Judging “Culture Add” or “Culture Fit”
● Gauging Interpersonal Skills
@ideal @somenmondal #SHRMTalent
Why Candidate Experience (CX)
Matters
● 43% of candidates never hear back from a company
● 60% of job seekers report having a poor candidate experience
● Of those 60% who had a poor candidate experience, 72% shared
information on it “online on an employer review site, such as
Glassdoor, on a social networking site, or directly with a colleague
or friend”
● Top candidates are off the market < 10 days
@ideal @somenmondal #SHRMTalent
How A.I. Can Improve the CX
1. Reduce Time to Contact
2. Communicate Via Chatbot
3. Provide Feedback to Candidates
4. “Rediscover” Past Candidates
@ideal @somenmondal #SHRMTalent
Benefits to CX
1. Eliminate Black hole
a. Candidates know where they stand
b. Drastically shorten application-to-hire time
2. More Efficient Application Process, Less Frustrating
3. Past Candidates Have New Opportunities
@ideal @somenmondal #SHRMTalent
Why Recruiter Experience (RX)
Matters
● Recruiters are facing increasingly aggressive hiring targets
● The demand for talent is increasing while recruiting teams are
staying the same or shrinking
● Recruiters are overwhelmed with unqualified candidates
● Recruiter’s time is being wasted on tedious, administrative tasks
and initial outreach
@ideal @somenmondal #SHRMTalent
How A.I. Can Improve the RX
1. Automate Mundane Tasks
2. Free Up Time for High-Value,
Enjoyable Work
@ideal @somenmondal #SHRMTalent
Unfit Applicants
(Time Wasted)
Top
Candidates
Top
Candidates
How A.I. Can Improve the RX
@ideal @somenmondal #SHRMTalent
Next Steps for Your Business
Four actionable next steps for your
business are:
● Identify Your Most Pressing Recruiting Problem
● Get Buy-In from IT and Management
● Start with Small Tests, Pilots, Proof of Concepts
● Work with Trusted ATS Partners
@ideal @somenmondal #SHRMTalent
A.I. is Our Friend,
Not Our Enemy!
@ideal @somenmondal #SHRMTalent
Let’s Connect!
Somen Mondal
CEO & Co-Founder of Ideal
somen@ideal.com
Ideal
A.I. For Recruiting
contact@ideal.com
“The talent was already
there, we just didn’t have
the resources to unlock it.
Ideal found a way to triple
our pace — meaning we
could catch the best
candidates quickly.”
Sarah Wilson,
Director of Talent
Acquisition, Indigo
Over 6 Months:
• Time to fill reduced
from 34 to 9 days
• 3,158 (63%) fewer
screens with Ideal
• 1,000 (40%) fewer
interviews with Ideal
for the same amount
of great hires
Case Study: Indigo Books & Music
Case Study: Ideal Image Med Spa
“By bringing the most
qualified candidates to the
top, our recruiters know
who to call first and can
invest their time building
relationships with strong
applicants.”
Steve Cohen,
Director of Talent Acquisition,
Ideal Image
Over 3 Months:
• 100% Applicant
Screen Rate
• Reduced interviews
30% for the same
amount of great hires
• Top candidates
contacted by
recruiters within two
business days

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SHRM Talent 2018 Keynote: Somen Mondal of Ideal, AI for Recruiting

  • 1. Mission Impossible: Can A.I. Save the Candidate Experience? Somen Mondal CEO & Co-Founder of Ideal
  • 2. @ideal @somenmondal #SHRMTalent From Where We Started to Where We’re Going Help Wanted Signs Newspaper Ads Job Boards & ATSs Artificial Intelligence Now!
  • 3. @ideal @somenmondal #SHRMTalent 65% of candidates say they applied to more than 10 opportunities
  • 4. @ideal @somenmondal #SHRMTalent On average, up to 88% of candidates are unqualified
  • 5. @ideal @somenmondal #SHRMTalent “Some people call this artificial intelligence, but the reality is this technology will enhance us. So instead of artificial intelligence, I think we'll augment our intelligence.” — Ginni Rometty
  • 6. @ideal @somenmondal #SHRMTalent Agenda ● What What Is A.I. and Why Does HR Need It? ● A.I. for the Candidate Experience ● A.I. for the Recruiter Experience ● What This Means for You & Your Company
  • 7. @ideal @somenmondal #SHRMTalent Artificial Intelligence Defined: Artificial intelligence is when computers and machines can mimic human abilities such as learning, communicating, and pattern matching.
  • 8. @ideal @somenmondal #SHRMTalent What year was the term A.I. coined?
  • 10. @ideal @somenmondal #SHRMTalent Why Has A.I. Taken Off? Google Searches for “Artificial Intelligence” in the past 5 years 100 75 50 25 0 2012 2017
  • 11. @ideal @somenmondal #SHRMTalent Why Has A.I. Taken Off?
  • 12. @ideal @somenmondal #SHRMTalent 90% of the world’s data has been created in the last two years
  • 15. @ideal @somenmondal #SHRMTalent A.I. In Pop Culture AlphaGo won a three-game match against Ke Jie Surprising as AlphaGo is an extremely complex game and Ke Jie was the top player in the world. 1997 Deep Blue beats Garry Kasparov Watson beats both Brad Rutter and Ken Jennings by a significant margin. 2011 IBM Watson beats the greatest Jeopardy champions Watson beats both Brad Rutter and Ken Jennings by a significant margin. 2017
  • 19. @ideal @somenmondal #SHRMTalent 3 Types of A.I. 1. Machine Learning 2. Natural Language Processing 3. Sentiment Analysis
  • 20. @ideal @somenmondal #SHRMTalent The 6 Main Recruiting Applications of A.I. in 2018: 1. Job Postings 2. Sourcing 3. Rediscovery 4. Screening 5. Messaging 6. Digitized Interviews
  • 21. @ideal @somenmondal #SHRMTalent Why A.I. Still Needs the Human Touch
  • 22. @ideal @somenmondal #SHRMTalent Why A.I. Still Needs the Human Touch
  • 23. @ideal @somenmondal #SHRMTalent Areas Where A.I. Will Impact Recruiters • Gauging interpersonal skills • Gauging culture add • Selling the role • Negotiations/persuasion • Understanding candidate’s needs • Community building • Setting pre-screen criteria • Recruitment marketing • Pre-screening/assessments • Candidate propensity ranking • Candidate matching • Interview scheduling Candidate sourcing• • Resume collection/parsing • De-duping/ATS updates Automation potential LOWHIGH Valueaddedwithhumantouch HIGHLOW
  • 24. @ideal @somenmondal #SHRMTalent What A.I. Can’t Do There are many tasks that should be left to human recruiters, especially those particularly connected to emotional intelligence such as: ● Building Relationships with Candidates ● Seeing Candidate Potential Beyond Credentials ● In-Person Interviews ● Judging “Culture Add” or “Culture Fit” ● Gauging Interpersonal Skills
  • 25. @ideal @somenmondal #SHRMTalent Why Candidate Experience (CX) Matters ● 43% of candidates never hear back from a company ● 60% of job seekers report having a poor candidate experience ● Of those 60% who had a poor candidate experience, 72% shared information on it “online on an employer review site, such as Glassdoor, on a social networking site, or directly with a colleague or friend” ● Top candidates are off the market < 10 days
  • 26. @ideal @somenmondal #SHRMTalent How A.I. Can Improve the CX 1. Reduce Time to Contact 2. Communicate Via Chatbot 3. Provide Feedback to Candidates 4. “Rediscover” Past Candidates
  • 27. @ideal @somenmondal #SHRMTalent Benefits to CX 1. Eliminate Black hole a. Candidates know where they stand b. Drastically shorten application-to-hire time 2. More Efficient Application Process, Less Frustrating 3. Past Candidates Have New Opportunities
  • 28. @ideal @somenmondal #SHRMTalent Why Recruiter Experience (RX) Matters ● Recruiters are facing increasingly aggressive hiring targets ● The demand for talent is increasing while recruiting teams are staying the same or shrinking ● Recruiters are overwhelmed with unqualified candidates ● Recruiter’s time is being wasted on tedious, administrative tasks and initial outreach
  • 29. @ideal @somenmondal #SHRMTalent How A.I. Can Improve the RX 1. Automate Mundane Tasks 2. Free Up Time for High-Value, Enjoyable Work
  • 30. @ideal @somenmondal #SHRMTalent Unfit Applicants (Time Wasted) Top Candidates Top Candidates How A.I. Can Improve the RX
  • 31. @ideal @somenmondal #SHRMTalent Next Steps for Your Business Four actionable next steps for your business are: ● Identify Your Most Pressing Recruiting Problem ● Get Buy-In from IT and Management ● Start with Small Tests, Pilots, Proof of Concepts ● Work with Trusted ATS Partners
  • 32. @ideal @somenmondal #SHRMTalent A.I. is Our Friend, Not Our Enemy!
  • 33. @ideal @somenmondal #SHRMTalent Let’s Connect! Somen Mondal CEO & Co-Founder of Ideal somen@ideal.com Ideal A.I. For Recruiting contact@ideal.com
  • 34. “The talent was already there, we just didn’t have the resources to unlock it. Ideal found a way to triple our pace — meaning we could catch the best candidates quickly.” Sarah Wilson, Director of Talent Acquisition, Indigo Over 6 Months: • Time to fill reduced from 34 to 9 days • 3,158 (63%) fewer screens with Ideal • 1,000 (40%) fewer interviews with Ideal for the same amount of great hires Case Study: Indigo Books & Music
  • 35. Case Study: Ideal Image Med Spa “By bringing the most qualified candidates to the top, our recruiters know who to call first and can invest their time building relationships with strong applicants.” Steve Cohen, Director of Talent Acquisition, Ideal Image Over 3 Months: • 100% Applicant Screen Rate • Reduced interviews 30% for the same amount of great hires • Top candidates contacted by recruiters within two business days