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TALENT SOURCING &
DIGITAL RECRUITMENT
José Kadlec
Sourcing Technologist & Entrepreneur
Train to Fire Employees with XR Learning
Talespin
Robot for Job Interviews
Tengai Unbiased
AI Virtual Anchor XINHUA
Meet the MetaHuman
Unreal Engine
Face Recognition
Face Recognition
FaceCam by GoodCall
Face Recognition
3D printed chassis
loudspeaker $2
amplifier $2
5 Mbpx camera $15
Amazon AWS Rekognition $1
Face Recognition
FaceCam by GoodCall
From Geek …
… to Talent Sourcing Freak : )
SOSUEU
Amsterdam
2014
140+ employees (CZ + SK + PL)
5,3mil EUR annual turnover
1200+ placements per year
415th fastest growing company in Europe by Financial Times (FT1000)
48th fastest growing tech company in the Czech Republic by Deloitte (FAST50)
AGENDA
1) Recruitment Analytics & Benchmarks
2) Candidate Searching
3) Candidate Approaching
4) Recruitment Automation
1) Recruitment Analytics
& Benchmarks
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
JOB MARKET STATISTICS
Job Market Statistics
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Source: Randstad
JOB MARKET STATISTICS
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Candidates
Recruiters
Printed media, printed CVs
Internet, online job portals, e-mail
ATS, Excel
LinkedIn
Social Recruitment, mobile
JOB MARKET STATISTICS
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Sourcing CV‘s via Google
(payroll OR accountant OR contabil OR
socotitoare) (german OR french)
intitle:cv OR intitle:resume OR intitle:vitae
OR intitle:rezumat
filetype:pdf OR filetype:doc OR
filetype:docx OR filetype:rtf
site:.ro
CANDIDATE DATA DISTRIBUTION
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Sourcing People on Facebook
site:facebook.com "marketing manager"
Kaunas “to present” -posts
CANDIDATE DATA DISTRIBUTION
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Sourcing People on TikTok
CANDIDATE DATA DISTRIBUTION
MAP.SNAPCHAT.COM
MAP.SNAPCHAT.COM
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Sourcing on Airbnb via Google
site:airbnb.com/users java prague
CANDIDATE DATA DISTRIBUTION
VISUAL SOURCING
VISUAL SOURCING – Pimeyes.com
VISUAL SOURCING – generated.photos
Leaked + Dark Web Data
raidforums.com/Announcement-Database-Index-CLICK-ME
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Digital Manager [cosmetics]
SOURCING FUNNEL
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Marketing Manager [internet]
SOURCING FUNNEL
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Project Engineer [automotive]
SOURCING FUNNEL
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Javascript Developer [advertisement]
SOURCING FUNNEL
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
PHP Developer [newspaper & media]
SOURCING FUNNEL
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Source: Recruitment Academy 2019
Outbound Funnel
SOURCING FUNNEL
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
Source: Social Talent
SOURCING FUNNEL
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
SOURCING FUNNEL
Sourcing Funnel
Source: GoodCall &Datacruit.com
Sourcing & Recruitment
Funnel
Source: GoodCall &Datacruit.com
133
• Longlist
28
• Prescreen
7
• Interview
7
• 1st Interview
5
• 2nd Interview
1,3
• Offer
1
• Placement
Sourcingbenchmark
for 7interviews
Recruiterbenchmark
for 1placement
19
• Longlist
4
• Prescreen
1
• Interview
Sourcingbenchmark
for 1 interview
2) Candidate Searching
Job Market Situation Turmoil: Never Get Romantic About How You Hire Your Employees
LINKEDIN STATISTIKY V ČR
Zdroj: FOCUS
RA LINKEDIN INTELLIGENCE REPORT 2021
recruitment.academy/cz/hr-intelligence-report
TOP-LEVEL SOURCING METHODOLOGY
Maximize longlists - exhaustive searching
Maximize response rate - extreme engagement
Do it as fast as possible –sourcing automation
LinkedIn
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
Is the access to LinkedIn itself a competitive advantage?
HOW TO CREATE
A COMPETITIVE SOURCING ADVANTAGE
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
Rookie Search
“Product Manager“ 6 756 profiles
Location: Poland
LinkedIn Title Search
EXHAUSTIVE SOURCING
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
Rookie Search
“Product Manager“
Advanced Search
6 756 profiles
"product manager" OR "Menadżer Produktu" OR "Menedżer
Produktu"
6 965 profiles
Location: Poland
LinkedIn Title Search
EXHAUSTIVE SOURCING
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
Rookie Search
“Product Manager“
Advanced Search
6 756 profiles
"product manager" OR "Menadżer Produktu" OR "Menedżer
Produktu"
6 965 profiles
Hardcore Search
"product manager" OR "Menadżer Produktu" OR "Menedżer
Produktu" OR "Produkt Menadżer" OR "Menedżer ds. Produktu" OR
"Kierownik Produktu" OR "product manger" OR "product mamager"
7 234 profiles
Location: Poland
LinkedIn Title Search
EXHAUSTIVE SOURCING
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
Rookie Search
“Product Manager“
Advanced Search
6 756 profiles
"product manager" OR "Menadżer Produktu" OR "Menedżer
Produktu"
6 965 profiles
Hardcore Search
"product manager" OR "Menadżer Produktu" OR "Menedżer
Produktu" OR "Produkt Menadżer" OR "Menedżer ds. Produktu" OR
"Kierownik Produktu" OR "product manger" OR "product mamager"
product OR products OR produkt OR produktu
14 931 profiles
7 234 profiles
Recruitment Academy Search
Location: Poland
LinkedIn Title Search
EXHAUSTIVE SOURCING
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
Location: Romania
LinkedIn Title Search
Rookie Search
“Product Manager“
Advanced Search
2 694 profiles
"product manager" OR "manager de produs"
2 720 profiles
Hardcore Search
"product manager" OR "manager de produs" OR PM OR
"product mamager" OR "product manger" OR "mamager de
produs" OR "manger de produs"
product OR products OR produs OR PM
6 050 profiles
3 174 profiles
GoodCall Search
EXHAUSTIVE SOURCING
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
EXHAUSTIVE SOURCING
AngularDeveloper
RecordtoReport Accountant
LINKEDIN CASE-STUDY
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
LinkedIn users needn’t to mention any of their skills.
THE QUALITY OF DATA
▪ Boolean operators (George Boole)
AND (or space)
OR
NOT (or a hyphen -)
▪ Query modifiers
Parenthesis ( )
Quotes “ “
▪ No stemming - manag*, recruit
- ajax4jsf, *SQL
▪ Example
“HP Quality Center” AND (Microsoft OR IBM) AND (“Software Tester” OR “QA
Engineer”) -(recruiter OR “recruitment consultant”)
X
BOOLEAN OPERATORS
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
Using just the LinkedIn Industry field is not enough
5-step Technique
1) Searching by industry using the field Industry
1) Searching by industry using the field Keywords
1) Searching by industry using the field Company
1) Searching by industry using the field School
1) Searching by industry using LinkedIn groups
SEARCHING BY INDUSTRY
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
▪ Country, location, postal code
▪ City as a keyword
▪ Preferred location in LinkedIn Recruiter/RPS
▪ Location specific companies
▪ Other – not specified country
▪ Schools
“University of Economics” OR “Faculty of Finance and Accounting” OR “Faculty of Business
Administration” OR “Faculty of Economics” OR “Faculty of Economics and Management” OR
“International Prague University” OR “College of information Management and Business
Administration” OR “University of New York in Prague” OR “Metropolitan University Prague” OR
“Banking Institute” OR “University of Finance and Administration” OR “University of Economics and
Management” OR “Jan Amos Komensky University Prague” OR “Vysoka skola ekonomicka” OR
“Fakulta financi a ucetnictvi” OR “Fakulta podnikohospodarska” OR “Narodohospodarska fakulta” OR
“Fakulta ekonomiky a managementu” OR “Vysoka skola manazerske informatiky a ekonomiky” OR
“Metropolitni univerzita Praha” OR “Bankovni institute vysoka skola” OR “Vysoka skola financni a
spravni” OR “Vysoka skola ekonomie a managementu” OR “Univerzita Jana Amose Komenskeho”
SEARCHING BY LOCATION
Talent Sourcing Checklist
Link for download:
bit.ly/ChecklistEN
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
https://glossarytech.com/plugin
LINKEDIN PLUGIN: GLOSSARY TECH
www.datacruit.com
LINKEDIN PLUGIN: DATACRUIT ATS
Talent Mapping
WHAT CAN BE EASILY MAPPED WITH LINKEDIN
- Top companies where to take candidates from
- Mapping of Locations with the Talent You Need
- Which Company Uses which Technology
- Education & Experience
- Who's Hiring
- Who’s Firing
- Language Maps
SEARCH INSIGHT IN LINKEDIN RECRUITER
SEARCH INSIGHT IN LINKEDIN RECRUITER
SEARCH INSIGHT IN LINKEDIN RECRUITER
SEARCH INSIGHT IN LINKEDIN RECRUITER
SEARCH INSIGHT IN LINKEDIN RECRUITER
TALENT MAPPING WITH LINKEDIN SALES NAVIGATOR
LINKEDIN X-RAY SEARCH
site:cz.linkedin.com/in konstrukterbrno
TALENT MAPPING
WITH LINKEDIN SALES NAVIGATOR
Sourcing Beyond LinkedIn
Facebook
Intelligence Searchby ShaneMcCusker
StalkScan
StalkFace
SearchIsBack
WhoPostedWhat
Graph.tips
etc.
OSINTtoolsbyInteltechniques.com
Facebook Changes
X
Native Search
site:facebook.com“software tester” ”seattle” “to present” -posts
X-Ray Search
site:facebook.com“software tester” ”seattle” “to present” -posts
site:facebook.com“software tester” ”seattle” “profile photo”
X-Ray Search
site:facebook.com“software tester” ”microsoft”“to present” -posts
site:facebook.com“software tester” ”microsoft”“profile photo”
X-Ray Search
site:facebook.combuchhalter“to present” -posts
site:facebook.combuchhalter“profile photo”
X-Ray Search
Instagram
ProductManagerin London
site:instagram.com“product manager““london“
X-Ray Search
ProductManagerin London
site:instagram.com-site:instagram.com/p-site:instagram.com/explore
“productmanager“ ”london”
X-Ray Search
X-RAY SEARCH – INSTAGRAM PRIVATE
X-RAY SEARCH – INSTAGRAM PRIVATE
Twitter
Followerwonk.com
site:twitter.com -inurl:status”Marketing Director" "london"
Twitter X-Ray Search
Recruitin.net
Candidate Searching and Targeting: Hunt Them Down Before Your Competition Does
bit.ly/2kNcBLA
TALENT SOURCING STACK
Other Generic Social Networks
Vkontakte
XING
TikTok
Clubhouse
Youtube
Spotify
Twitch
About.me
About.me
site:about.me “IT consultant” “germany”
TikTok
site:m.tiktok.com “software developer”
Twitch.tv
Other Specific Social Networks
GitHub
StackOverflow
Behance
ResearchGate
Kaggle
Uncovering More
Profiles by Images
(intitle:"about me" OR inurl:"aboutme") (AI OR ML ORdata) scientist (london OR "unitedkingdom")
About Me Pages
(intitle:"the team" OR inurl:"theteam" OR intitle:"our team" OR inurl:"ourteam" OR inurl:"aboutus"OR
intitle:"about us")
(COO OR"operations officer" OR ”operating officer")
berlin
Meet Our Team Pages
("he is" OR "sheis")"investment manager" bank
Any Other Profile Pages
(recruiterOR recruitment)filetype:.xlsx OR filetype:.xls
Search for Lists with People
(intitle:speakers ORinurl:speakersORintitle:attendees OR inurl:attendeesOR intitle:registrants OR
inurl:registrantsORintitle:participants OR inurl:participants)
(recruitmentOR HR OR"human resources")
london
Search for Lists of Attendees
3) Candidate Approaching
LinkedInInvitation
LinkedInMessage
LinkedInInMail
E-mail
Telephone andVoIP
Other channelssuchas Instagram,Facebook,etc.
LinkedIn Communication Channels
OSINT Framework
www.OSINTframework.com
Phonebook.cz
Username Search Engines
• Namechk.com
• Namecheckup.com
• Knowem.com
• Usersearch.org
ContactOut, Lusha, Swordfish, etc.
People Search – Spokeo.com
Email & Telephone Search
• ContactOut.com
• Swordfish.ai
• Lusha.com
• Pipl.com
• Hunter.io
• Mailshunt.com
Email Verification
• Verify-email.org
• VerifyEmailAddress.org
• Hunter.io/verify
Kali Linux
Osintgram
Kali Linux
Osintgram
Twitter Web Tools
SleepingTime.org
Twitter Web Tools
TinfoLeak.com
Twitter Web Tools
MakeAdverbsGreatAgain.com
Candidate Approaching: How to Approach Anybody and Get a Response Every Time
SOURCING VIA HOBBIES
The Acision support center in Brno has about 300 employees and is
supporting over 300 clients (mobile operators) worldwide. It has about
1,200 installations in total.
Would you be available for a 10-min call? How about this Wednesday at 15:30?
As reference, I can mention some of my clients whom you probably know as your
colleagues from IBM and who were recruited to other companies including Acision, by
me. For instance, Viden Dimitrov or Pavel Krumnikl can provide you with references.
Candidate Approaching: How to Approach Anybody and Get a Response Every Time
CONTENT OF THE FIRST RECRUITMENT MESSAGE
Candidate Approaching: How to Approach Anybody and Get a Response Every Time
Video sourcing means
extreme engagement
By 2022, videos will make
up more than
…of all consumer internet
traffic.
82%
Source: Cisco
bit.ly/3b9Jbgs
13qualified candidates, 1 placement, 27daystooffer
Response rate: 59%
bit.ly/2GazQJJ
Individual video invitation
is your answer to the
question how to get a…
…response rate.
100%
On average you should
get around …
…response rate to your
individual video outreach.
60%
LinkedIn, Facebook,
WhatsApp, Telegram native
video message
Role: ECM Specialist at Tieto
20qualified candidates, LinkedIn response rate: 100%
bit.ly/34LA0S2
The latest video approaching
tools?
• Clapboard (Storyxpress.co)
• Loom (Loom.com)
• BombBomb (BombBomb.com)
Copy of the Loom video invitation:
bit.ly/31JPt31
Copy of the Loom video invitation:
bit.ly/34PN0Gp
4) Recruitment Automation
Robots in Sourcing & Recruitment
Search Automation
LinkedIn Automation
Content Engagement Automation
Interview Scheduling Automation
Email Follow-ups Automation
Content Posting Automation
Candidate Screening Automation
Chatbots & Voicebots
WHAT CAN BE AUTOMATED
LINKEDIN SAVED SEARCH ALERTS
LINKED HELPER version 2
PHANTOMBUSTER
Sourcing Transhumanism
– Sequence e-mailing: MixMax, Lemlist
– Semi-automatic reminders: Followupthen.com, Followup.cc
– Screening & interview scheduling: Calendly
– Content posting: Kontentino, Buffer
– Search automation: LinkedIn Search Alerts, Google Alerts
OTHER AUTOMATION FORMS IN SOURCING
LINKEDIN FAN…..ATIC :-)
Linkedinologist.com

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