This document describes a mobile app called EzJobPool that uses data-driven profiles to match job candidates and employers. It aims to replace resumes and job postings with standardized data profiles to more efficiently identify suitable matches. The profiles capture candidates' skills, experiences, and cultural fit while also providing employers' work environments and team dynamics. This allows both parties to better assess compatibility in an interactive platform that builds on automated targeting techniques to reduce hiring barriers and costs.
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Key TakeawaysKey Takeaways
Takeaway 1
– Data‐driven approach to find the right candidates without sifting through
resumes
• Use standard data to identify and target the right candidates without sifting
through resumes
• Use standard data to build & maintain talent pools and recruiting pipelines
• Use standard data to target advertising spend
– Focus branding and advertising spend on very specific job candidates
– Tailor custom campaigns to specific job candidates and track spend
• Use culture‐fit analytics to better match candidates with open positions
Takeaway 2
– Replace resume with Candidate Data Profile to capture standard data
• Capture relevant, reliable and sufficient data to identify the right candidates
• Use talent hacking to expand talent pools and recruiting pipelines
Takeaway 3
– Improve job candidates’ experience
• Interface with candidates and their references using instant messaging
• Provide mobile search capabilities based on standard data
• Interface with social media (LinkedIn, Facebook, etc.)
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Hiring StrategiesHiring Strategies
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Jamie Dimon, CEO, JP Morgan Chase
• Doesn’t even need to interview you to know who you are.
• He’d rather interview all the people around you to get the “book” on you.
Richard Branson, CEO, Virgin
• He’ll tell you it’s all about a culture fit.
• “Most skills can be learned, but it is difficult to train people on their
personality.”
What are Soft Skills
Soft skills are characteristics an employee possesses that might not be in a
job description, but are essential for performing well in the workplace.
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Talent Hacking with Culture Fit AnalyticsTalent Hacking with Culture Fit Analytics
Talent Hacking
Employers use data for optimal
matching of candidates with team
& work environment
• Employers gain a multi-
dimensional view of candidates’
capabilities to make informed
hiring decisions
• Candidates gain a multi-
dimensional view of the
Employer’s team & work
environment to assess fit
Employer’s use talent hacking to
build recruiting pipelines of
qualified candidates that fit within
their corporate culture
Culture Fit
Analytics
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Opportunity in HR – Target the Right CandidatesOpportunity in HR – Target the Right Candidates
Candidates
Better Intelligence
– Skills (hard & soft)
– Qualifications
– Accomplishments
– Team‐ability
– Past work environments
– Performance references
– Adaptability
– Flexibility
Corporate Culture
Better Insight
– Job assignments
– Project assignments
– Resource constraints
– Leadership style
– Bureaucratic / political
considerations
– Co‐worker(s)
• Skills (hard & soft)
• Qualifications
• Team‐ability
External View
Internal View
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StakeholdersStakeholders
Candidates
• Unemployed & underemployed
• Seeking career advancement, better pay & benefits,
more responsibility, longer term employment
Employers
• Significant barriers to hiring the right candidates
• Limited recruiting budgets & resources
• Lack tools to build talent pools & recruiting pipelines of
active & passive candidates that fit their culture
Recruiters
• Expand talent pools and recruiting pipelines with the
right candidates
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Candidate Targeting TechniquesCandidate Targeting Techniques
Data‐driven Candidate Targeting
• Help Employers
– Eliminate barriers to hiring the right candidates
– Reduce the cost per hire
– Hire for the best possible outcomes
– Improve return on human capital investments
– Use data to identify and target the right candidates without sifting
through resumes
– Reduce the time to fill open positions
• Help Candidates
– Secure longer term, meaningful employment
– Secure career opportunities best suited to achieve life goals
– Lower the barriers to entry into the job market for applicants
– Offer effective alternative to non‐standard job descriptions
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BenefitsBenefits
1. Target and track recruitment advertising spend
2. Build and maintain talent pools with the right candidates
• Reduce time to fill open positions
• Reduce and/or eliminate poor hiring decisions
• Replace Applicant Tracking Systems (ATS) and key word search with
machine learning
• Improve quality of hire
3. Reduce hiring and training costs
4. Improve retention and reduce employee turnover
5. Automate and streamline the recruiting process
• Replace ineffective job postings
• Replace ineffective, non-standard job descriptions
6. Eliminate errors & omissions resulting from manual data entry and
duplicate data entry between ATS, HRIS and other internal systems
7. Improve job applicant data integrity
• Verify information
• Eliminate misinformation