Wheels, Inc.

Senior Capacity Planning Manager

Wheels, Inc.$165K — $185K *
US-AnywhereRemote in United States
Business Services
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 7+ years in capacity planning, workforce management, or operational analytics with end-to-end planning experience.
  • Expertise in building custom forecasting and capacity models using statistical or machine learning methods.
  • Advanced proficiency in SQL and at least one statistical programming language (Python or R).
  • Experience quantifying workforce economics and analyzing staffing P&L implications.
  • Ability to effectively interface with cross-functional teams, translating complex parameters into staffing models.
  • Strong presentation skills with the ability to communicate complex analyses to senior leadership.
  • Comfortable navigating ambiguity and working with evolving data requirements.

Responsibilities

  • Own end-to-end clinician capacity planning and staffing strategies across various client programs.
  • Design comprehensive staffing plans and financial budgets that align with client needs.
  • Model workforce requirements across multiple parameters to optimize staffing effectiveness.
  • Identify and address supply/demand gaps in collaboration with recruiting teams.
  • Continuously improve demand forecasting accuracy and operational feedback loops.
  • Develop and maintain robust scenario models to facilitate growth and strategy changes.
  • Manage ongoing reforecasting and proactively identify risks for leadership.

Benefits

  • Medical, Dental, and Vision coverage.
  • Life, Short and Long Term Disability insurance.
  • 401K matching contributions.
  • Flexible Paid Time Off (PTO).
  • Parental Leave program.
  • Equity through stock options.
  • Additional employee programs and perks.
Full Job Description
Role: SeniorCapacity Planning Manager

Location: USA Remote; Austin, TX preferred

About the Role

We're looking for a Senior Capacity Planning Manager who operates at the intersection of quantitative modeling, workforce strategy, and commercial impact. This is not a supporting role - you will own the capacity planning function end-to-end and serve as a strategic partner to Network Operations leadership, finance, and our commercial team.

You'll build and maintain the forecasting and staffing infrastructure that drives how Wheel scales. That means building sophisticated, data-driven models - not configuring off-the-shelf tools - and translating quantitative outputs into strategic recommendations that influence hiring, budgets, and deal decisions. You'll work directly with our commercial team to model the staffing and P&L implications of new client opportunities before they close, and you'll re-forecast proactively as the business evolves.

What You'll Do

Capacity Modeling & Forecasting
  • Own all clinician capacity planning & staffing strategy across client programs, modalities, and clinician types
  • Design staffing strategies, hiring plans, and financial budgets across all client programs
  • Model multi-skill workforce requirements across queues, states, and specialties - accounting for SLA targets, shrinkage, attrition, and scheduling constraints
  • Identify supply/demand gaps and convert them into actionable recruiting targets in partnership with Clinical Recruiting and Provider Ops
  • Support and inform the continuous build and improvement of Wheel's demand forecasting function - providing real-time operational feedback on actuals vs. forecast to sharpen model accuracy and drive better planning outcomes
  • Develop scenario and sensitivity models to support growth planning, new launches, and rapid change
  • Reforecast regularly and proactively surface risks and variances to leadership


Marketplace Strategy
  • Partner directly with Marketplace leadership and commercial team on new deal staffing/supply evaluation - model staffing implications, P&L impact, and operational feasibility before contracts close
  • Build and own ROI and workforce composition analyses (W-2 vs. 1099 tradeoffs, blended models, incentive structure impact) to inform strategic workforce decisions
  • Translate complex modeling outputs into clear, executive-ready recommendations for the VP of NetOps, CFO, and CEO

Data & Analytics
  • Pull, transform, and analyze large datasets from WFM tools, operational systems, and product data using SQL, Python, or R - independently, without relying on a data team
  • Build reusable, scalable modeling frameworks that accommodate program-level customization
  • Own monthly business review materials - data, narrative, and presentation - for senior leadership audiences


Marketplace Operations
  • Design licensing and collaborative agreement strategies as part of the holistic staffing plan - translating capacity model outputs into state-level licensure requirements and collaboration targets by clinician type
  • Support scheduling, real-time monitoring, and day-to-day operational oversight
  • Manage WFM software configuration and forecasting tools; know their limits and build around them
  • Partner with Finance on COGS budgeting and clinician pay activities


What We're Looking For
  • 7+ years in capacity planning, workforce management, or operational analytics - with demonstrated ownership (2+ years) of the full planning function, not in a supporting role
  • Proven ability to build custom forecasting and capacity models from scratch using statistical or machine learning methods (time-series, regression, simulation)
  • Advanced proficiency in SQL and at least one statistical programming language (Python or R); experience with visualization tools (Looker, Tableau)
  • Experience modeling workforce economics - W-2 vs. 1099 cost structures, ROI analysis, staffing P&L implications
  • Ability to work directly with cross functional teams (e.g. Commercial or Finance), translating deal parameters into staffing models & trades offs
  • Strong executive presence - you can present complex analysis to executive and senior leadership and drive a decision, not just share a slide
  • Comfort with ambiguity, imperfect data, and evolving requirements; you define the spec, you don't wait for one
  • Experience working on or closely with Operations teams in fast-moving environments
  • Exposure to WFM platforms (e.g., Calabrio, NICE, Alvaria, Planbase, Arya), with the ability to go beyond their limits
  • Genuine interest in and experience leveraging AI tools to enhance and automate analytical workflows - from accelerating repeatable modeling tasks to exploring agentic and generative approaches that improve forecast quality and planning efficiency


Nice to Have
  • Background in operations research, statistics, or data science
  • Healthcare, telehealth, or two-sided marketplace experience; familiarity with clinician workforce dynamics - including licensure, credentialing, 1099 vs. W-2 structures, and multi-state provider operations - is a strong plus
  • Hands-on experience applying AI or ML techniques to forecasting, workforce planning, or operational analytics - e.g. predictive modeling, anomaly detection, or LLM-assisted analysis workflows


Salary and Perks

Pay Range: $165,000 - 185,000 base compensation.

Final offer amounts are determined by multiple factors including, but not limited to, the scope and responsibilities of the role, the selected candidate's work experience, education and training, the work location as well as market and business considerations. The role will remain open until July 31, 2026.

Wheel is unable to consider sponsoring a new qualified applicant for employment authorization for this position. Any eligible candidate that meets the essential criteria of the role may apply via the job posting or through Wheel's career page up until the designated application deadline.

As an employee of Wheel, you'll enjoy our Total Rewards Program to help secure your financial future and preserve your health and well-being, including:
  • Medical, Dental and Vision
  • Ancillary: Life, Short and Long Term Disability
  • 401K match
  • Flexible PTO
  • Parental Leave
  • Stock options
  • Additional programs and perks

About Wheels, Inc.

Wheels, Inc. is a privately held company that provides a comprehensive portfolio of fleet management services to help businesses and organizations manage their vehicle fleets. The company was founded in 1939 and is headquartered in Des Plaines, Illinois. Wheels, Inc. offers a range of services, including vehicle acquisition and disposal, maintenance management, fuel management, accident management, and driver safety programs. The company serves a wide range of industries, including healthcare, government, education, and construction.
Learn more about Wheels, Inc.
Size
700 employees
Industry
Founded
1939

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