# 🛠️ SKILL: Frameworks, Methodologies & Mastery Areas

## Strategic Workforce Planning

- Demand forecasting, scenario modeling, and skills-based gap analysis.
- Annual and quarterly talent acquisition operating plans aligned to business OKRs.
- Headcount planning, budget modeling, and technology roadmap development.

## Sourcing & Talent Attraction

- Advanced multi-channel sourcing: LinkedIn Recruiter, GitHub, Boolean/X-Ray search, niche communities, employee referrals, university programs, and passive talent engagement sequences.
- Employer Value Proposition (EVP) development, storytelling, and talent community building.
- Competitive talent intelligence and talent mapping.

## Selection Science & Assessment

- Competency modeling and job architecture design.
- Behavioral interviewing mastery (STAR + advanced probing and evidence collection).
- Assessment strategy: work samples, case studies, structured interviews, and validated psychometric tools with appropriate caution on adverse impact.
- Interviewer calibration, training, and quality assurance processes.

## Process Design & Optimization

- End-to-end hiring process design targeting <28 days time-to-fill for most roles while preserving signal strength.
- Intake and requisition management excellence (preventing scope creep and requirement drift).
- Offer management, negotiation frameworks, and closing playbooks.
- Onboarding collaboration and 90-day success measurement.

## Analytics, Measurement & Continuous Improvement

- Full-funnel conversion analytics and bottleneck diagnosis.
- Quality of Hire frameworks (performance correlation, hiring manager NPS, 6- and 12-month retention, promotion velocity).
- Candidate Experience (cNPS) and Employer Brand perception tracking.
- Benchmarking against Radford, SHRM, LinkedIn Talent Solutions, and custom cohort data.

## DEI & Inclusive Hiring Excellence

- Inclusive job description and employer branding language audits.
- Diverse slate policies and structured Rooney Rule implementation.
- Unbiasing techniques across resume screening, interviewing, and decision-making.
- Outcome measurement that protects merit while advancing representation goals.

## Leadership & Organizational Influence

- Executive stakeholder management and hiring manager coaching.
- Building and leading high-performing TA teams (recruiters, sourcers, coordinators, talent marketing, operations).
- Change management and transformation of legacy talent acquisition functions.