Title VI / Equity Analyst

Ryan Mahoney

Why this role is hard · Ryan Mahoney

We need someone who can independently turn civil rights rules into actual route changes while keeping engineers and community advocates on the same page. The real test is not about running a regression model. It is explaining why a specific bus line needs a midday schedule shift and then defending that math to a skeptical operations director. The right candidate will treat demographic data as a practical constraint rather than a compliance checkbox. They should make their own analytical calls without waiting for approval and explain the trade-offs in plain language.

Core Evaluation

Critical questions for this role

The competency and attitude questions below are where the hiring decision is made. They run in the live interview rounds and are calibrated to the level selected above.

16 Competency Questions

1 of 16

  1. Discipline

    Regulatory Compliance & Public Engagement

  2. Job requirement

    Community Engagement & Public Input Synthesis

    Facilitates targeted engagement sessions and synthesizes qualitative feedback into actionable themes.

  3. Expected at Mid

    Mid-level analysts independently run engagement sessions and must reliably translate qualitative input into structured, actionable planning themes.

Interview round: Hiring Manager Technical: Title VI Compliance & Data Rigor

Describe a time you facilitated or supported public feedback regarding transit services. How did you capture stakeholder input and translate it into a structured report?

Positive indicators

  • Uses systematic coding frameworks
  • Identifies recurring themes versus outliers
  • Explicitly connects feedback to recommendations

Negative indicators

  • Simply tallies comments without analysis
  • Ignores marginalized voices
  • Fails to link feedback to planning outcomes

13 Attitude Questions

1 of 13

Accountability Mindset

The consistent practice of taking ownership for the equitable outcomes of analytical and compliance work by transparently acknowledging methodological limitations, accepting responsibility for disparate impacts, addressing community concerns without deflection, and committing to measurable corrective actions when processes or data reveal inequities.

Interview round: Hiring Manager Technical: Title VI Compliance & Data Rigor

You identify a gap in your demographic data that could underrepresent a low-income population's transit dependency. What steps do you take to address this in your compliance documentation and recommendations?

Positive indicators

  • Discloses data gap transparently in compliance reports
  • Adjusts recommendations to protect underrepresented populations
  • Proposes interim tracking for data collection gaps
  • Assigns clear responsibility for future data improvements
  • Communicates gap impacts clearly to leadership and public

Negative indicators

  • Conceals data gaps to avoid complicating compliance reporting
  • Proceeds with recommendations despite known underrepresentation
  • Fails to propose interim tracking or mitigation steps
  • Does not assign responsibility for data collection improvements
  • Communicates gaps only after formal complaints arise

Supporting Evaluation

How candidates earn the selection conversation

The goal is to reduce effort for everyone by collecting more useful signal before adding more interviews. Lightweight application prompts and structured screens help the panel focus live time on the candidates most likely to succeed.

Stage 1 · Application

Filter at the door

Runs the moment a candidate hits Submit. Disqualifying answers end the application; everything else is captured for review.

Knock-out Questions

1 of 2

Application Screen: Knock-out

Do you have direct, hands-on experience conducting disparate impact or adverse impact analyses in compliance with FTA Circular 4702.1B or equivalent federal transit civil rights regulations?

Yes
Qualifies
No
Auto-decline

Video-Response Questions

1 of 3

Application Screen: Video Response

You are preparing a Title VI disparate impact analysis for proposed schedule adjustments. Non-technical department heads and community advocates present conflicting interpretations of your preliminary findings, while leadership pressures you to expedite approval. What steps would you take to communicate the methodological limitations and trade-offs clearly, and how would you manage the competing timelines?

Candidate experience

REC
0:42 / 2:00
1Record
2Review
3Submit

Response time

2 min

Format

Recorded video

Stage 2 · Resume Screening

Read the resume against fixed criteria

Reviewers score every application that clears the door against the same criteria. Stronger reviews advance to live interviews; weaker ones are archived without further screening.

Resume Review Criteria

8 criteria
Independently applies statistical testing and econometric methods to evaluate fare burden, service benefit ratios, or demographic impacts per regulatory standards.
Builds and calibrates simulation models to forecast service changes, route frequency impacts, or accessibility metrics across demographic segments.
Synthesizes audit findings or compliance gaps into structured corrective action plans, board memos, or public hearing presentations.
Facilitates data sharing, pipeline automation, and methodological alignment across operations, finance, and planning teams.

Is the resume complete, well-organized, and free from formatting, spelling, and grammar mistakes?

Does the cover letter or personal statement convey clear relevance and familiarity with the job?

Does the resume show relevant prior work experience?

Does the resume indicate required academic credentials, relevant certifications, or necessary training?

Stage 3 · During Interviews

Where the hire is decided

Interview rounds use the competency and attitude questions outlined above, then add tests, work simulations, and presentations that reveal deeper evidence about how the candidate thinks and works.

Presentation Prompt

Prepare a short deck walking us through your approach to conducting an accessibility and service gap analysis. Discuss how you would translate spatial findings into actionable service planning recommendations, and how you would navigate cross-functional feedback or competing operational priorities.

Format

deck-and-walkthrough · 20 min · ~2 hr prep

Audience

Program managers, cross-functional planning leads, and community engagement coordinators.

What to prepare

  • 3-5 slides summarizing your analytical framework, key decision points, and stakeholder communication strategy.
  • Focus on a past project or a structured hypothetical scenario.

Deliverables

  • A 15-minute deck walkthrough emphasizing your analytical reasoning and cross-functional coordination, followed by 10 minutes of Q&A.

Ground rules

  • Do not produce net-new strategic artifacts or speculative compliance reports.
  • Anonymize any past work or use a clearly defined hypothetical.
  • Focus on your decision-making process, trade-off evaluation, and communication strategy.

Scoring anchors

Exceeds
Delivers a tightly structured narrative that seamlessly bridges spatial analysis, operational feasibility, and stakeholder alignment, while demonstrating clear boundary-setting and adaptive communication.
Meets
Provides a coherent walkthrough of the analysis process, identifies key service gaps, and outlines a reasonable plan for translating findings into recommendations with basic stakeholder coordination.
Below
Relies on unstructured data dumps, fails to connect analysis to actionable recommendations, or cannot articulate how to navigate cross-functional constraints or scope boundaries.

Response time

20 min

Positive indicators

  • Clearly separates analytical findings from policy recommendations and explains the linkage
  • Anticipates cross-functional constraints and addresses them proactively
  • Demonstrates clear communication by translating spatial metrics into actionable planning language
  • Sets realistic boundaries around data validation timelines and scope creep
  • Invites and integrates constructive feedback during the walkthrough

Negative indicators

  • Presents raw spatial data without translating it into service planning implications
  • Ignores operational or budgetary constraints when recommending adjustments
  • Uses unexplained technical jargon that obscures the actionable takeaways
  • Avoids direct answers when asked about methodology limitations or timeline trade-offs
  • Fails to establish clear boundaries when discussing scope expansion or stakeholder demands

Work Simulation Scenario

Scenario. You are meeting with a community liaison representing low-income, transit-dependent riders to review preliminary disparate impact findings from a proposed 10% fare increase. The liaison is concerned your quantitative model underestimates the burden on unbanked riders who rely on cash payments and lack access to discount programs.

Problem to solve. Address the liaison's concerns, synthesize their qualitative feedback into the public input process, and determine how to adjust your equity analysis methodology before the final compliance report.

Format

stakeholder-roleplay · 40 min · ~2 hr prep

Success criteria

  • Demonstrates active listening and cultural humility when receiving pushback
  • Translates qualitative community feedback into actionable analytical adjustments
  • Sets clear boundaries on the scope of the analysis while maintaining collaborative trust

What to review beforehand

  • Title VI disparate impact analysis frameworks
  • Common fare equity metrics and discount program structures
  • Public comment integration protocols

Ground rules

  • Drive the conversation to understand constraints and negotiate analytical adjustments
  • Focus on empathy, clear communication, and boundary-setting
  • The role player will present realistic community concerns and push back on vague assurances

Roles in scenario

Community Liaison (skeptical_stakeholder, played by peer)

Motivation. Wants to ensure the agency's equity analysis captures the real-world financial strain on unbanked riders and that community input meaningfully shapes the final report.

Constraints

  • Will not accept technical jargon or dismissive language
  • Expects concrete acknowledgment of cash-payment barriers
  • Needs assurance that qualitative feedback will alter the quantitative weighting

Tensions to introduce

  • Shares specific anecdotes of riders choosing between transit fares and groceries
  • Questions whether the agency's discount program enrollment process is accessible to unbanked populations
  • Pushes back if the candidate promises immediate changes without explaining the compliance review timeline

In-character guidance

  • Speak from the perspective of community trust and lived experience
  • Ask for specific examples of how feedback will be integrated
  • Remain firm but open to collaborative problem-solving

Do not

  • Do not escalate hostility or shut down the conversation
  • Do not accept vague commitments without asking for methodological specifics
  • Do not solve the analytical problem for the candidate

Scoring anchors

Exceeds
Seamlessly bridges lived-experience narratives with analytical methodology, establishes clear feedback integration protocols, and maintains regulatory boundaries while building strong community trust.
Meets
Listens actively to community concerns, explains analytical constraints clearly, and proposes reasonable adjustments to incorporate qualitative feedback into the compliance framework.
Below
Dismisses community input, relies on technical jargon without translation, overpromises unrealistic changes, or fails to address the core equity concerns raised.

Response time

40 min

Positive indicators

  • Validates community concerns without defensiveness and asks clarifying questions about cash-payment barriers
  • Translates qualitative feedback into specific, actionable adjustments to the equity model
  • Clearly communicates compliance timelines and analytical constraints while committing to meaningful integration of feedback

Negative indicators

  • Uses technical jargon without explanation or dismisses anecdotal evidence as non-representative
  • Overpromises immediate policy changes without explaining regulatory review processes
  • Fails to set boundaries on analysis scope or avoids direct answers about methodology adjustments

Progression Framework

This table shows how competencies evolve across experience levels. Each cell shows competency at that level.

Regulatory Compliance & Public Engagement

3 competencies

CompetencyJuniorMidSeniorPrincipal
Community Engagement & Public Input Synthesis

Logs public comments and assists in organizing community outreach events.

Facilitates targeted engagement sessions and synthesizes qualitative feedback into actionable themes.

Designs inclusive engagement strategies and integrates community insights into service planning.

Establishes institutional frameworks for sustained community partnership and co-design of transit equity initiatives, embedding public input into strategic planning.

Remediation Planning & Service Adjustment

Supports data collection for proposed service adjustments and tracks mitigation timelines.

Evaluates remediation alternatives and models equity impacts of proposed schedule changes.

Develops comprehensive remediation plans balancing operational constraints with equity mandates.

Directs strategic service realignments and institutionalizes proactive equity mitigation across the network, overseeing long-term corrective action frameworks.

Title VI Compliance Documentation & Auditing

Compiles required documentation and tracks public comment periods for minor service changes.

Conducts routine Title VI program reviews and prepares detailed compliance submissions.

Leads comprehensive compliance audits, identifies systemic risks, and develops corrective action plans.

Shapes agency-wide Title VI policy interpretation and ensures alignment with evolving federal mandates through strategic oversight of compliance frameworks.

Transit Data & Equity Analytics

4 competencies

CompetencyJuniorMidSeniorPrincipal
Accessibility & Service Gap Analysis

Runs standard isochrone analyses and identifies underserved census tracts using existing toolsets.

Conducts comparative service gap assessments and correlates findings with demographic vulnerability indices.

Leads comprehensive gap analyses, incorporating real-time performance data and equity weighting factors.

Defines strategic accessibility benchmarks and aligns gap analysis methodologies with regional equity mandates to guide capital and service planning.

Equity Metric Modeling & Forecasting

Applies established regression models and calculates baseline accessibility indices.

Develops customized forecasting scenarios and validates model outputs against observed ridership.

Designs probabilistic equity impact models and integrates multi-modal variables into simulations.

Pioneers novel equity valuation frameworks and advises on long-term network resilience strategies using advanced predictive and simulation methodologies.

Equity Reporting & Visualization Dashboards

Populates standard dashboard templates and generates routine compliance reports.

Develops interactive visualizations and automates report generation for stakeholder reviews.

Designs executive-level equity scorecards and integrates predictive indicators into monitoring platforms.

Sets organizational reporting standards for transparency and drives adoption of advanced storytelling techniques to communicate equity outcomes to executive and regulatory stakeholders.

Spatial & Demographic Data Integration

Cleans and joins demographic datasets with GTFS feeds using standard GIS tools under guidance.

Automates spatial joins and validates data quality across multiple transit network layers.

Architects scalable data pipelines for real-time and historical equity metric aggregation.

Establishes enterprise-wide spatial data governance standards and integrates novel open data sources to support high-fidelity equity analytics.