Remote Field Labor Capacity Analyst III

Aptive Pest Control; Provo (UT); Remote; USD 90,000 - 130,000; Full time

Benefits offered by this job

Annual merit bonus

Health, dental, vision insurance

Pet insurance

Life insurance

EAP benefits

401(k) with employer match

Paid holidays and PTO

Growth opportunities

Job summary

Aptive Pest Control seeks a Field Labor Capacity Analyst III to join our data-driven team in Provo, UT or Remote. You will build capacity models, forecast labor needs, and influence cross-functional decisions with senior leaders.

Senior analysts mentor peers, validate models, and optimize staffing while managing costs and service impact. A strong analytical background and SQL proficiency are essential.

Qualifications

• 5+ years of experience in workforce planning, forecasting, capacity analysis, or operations analytics.
• At least 2 years independently owning a forecasting or capacity model and its recurring planning process.
• Advanced knowledge of labor capacity planning, demand forecasting, scenario modeling, and staffing strategy.
• Ability to connect service demand, service times, utilization, shrinkage, workforce readiness, and labor costs in one model.
• Experience evaluating forecast accuracy, bias, uncertainty, and model limitations.
• Advanced spreadsheet modeling skills and strong working proficiency in SQL.
• Experience using AI-assisted development tools to build and maintain models; writing code from scratch is not required.
• Knowledge of model governance, documentation, and version control.
• Sound judgment when data is incomplete or assumptions are uncertain.
• Strong communication skills and the ability to influence cross-functional decisions without formal authority.

Responsibilities

• Build and improve workforce capacity models that connect Field demand to productive hours, staffing requirements, and workforce supply.
• Evaluate short- and long-term labor capacity strategies and recommend staffing approaches to leadership.
• Partner with Forecasting to improve forecasting methods, backtest changes, assess uncertainty, and run scenario analysis across operating conditions.
• Assess hiring timing, attrition, training capacity, productivity, and operational constraints, and recommend actions based on labor cost, service impact, and feasibility.
• Define model validation standards and technical controls, and review material model changes.
• Use SQL and AI-assisted scripting to build reliable, well-documented analytical workflows.
• Present clear recommendations to senior leaders and align planning assumptions across teams.
• Mentor analysts in modeling, validation, and analytical judgment.

Skills

Workforce forecasting

Capacity modeling

SQL

AI-assisted scripting

Tools

Codex

Claude

App scripting

Job description

Aptive Pest Control seeks a Field Labor Capacity Analyst III to join our data-driven team in Provo, UT or Remote. You will build capacity models, forecast labor needs, and influence cross-functional decisions with senior leaders.

Senior analysts mentor peers, validate models, and optimize staffing while managing costs and service impact. A strong analytical background and SQL proficiency are essential.