McKesson

Sr. Analyst, Statistical Forecast & Accuracy

McKesson • $104K — $173K *
Healthcare
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Supply Chain, Statistics, Data Science, Mathematics, or a related quantitative field preferred.
  • 7+ years in demand planning or supply chain analytics with hands-on experience in statistical forecast configuration.
  • Direct experience with Kinaxis Maestro, including parameter configuration and model selection.
  • Proven ability to build and maintain a forecast accuracy and bias measurement framework.
  • Experience diagnosing and correcting statistical forecast failures.

Responsibilities

  • Own configuration and maintenance of statistical forecast parameters in Kinaxis Maestro.
  • Apply history cleansing disciplines to ensure the statistical baseline reflects true demand patterns.
  • Intervene when the system produces incorrect outputs, updating model parameters and documenting changes.
  • Serve as the primary contact for statistical forecast configuration and governance questions.
  • Track forecast accuracy and bias metrics, providing actionable insights.
  • Conduct root cause analysis on forecast misses and communicate findings clearly.
  • Partner with Channel Leads to assess forecast misses and prepare performance reporting for S&OP reviews.

Benefits

  • Hybrid work model with a minimum of two days in the office per week.
  • Opportunity for performance-based bonuses and long-term incentives.
  • Access to a competitive total rewards package including various benefits.
Full Job Description

Position Summary

The Sr. Analyst, Statistical Forecast & Accuracy is an individual contributor within the Demand Planning team, reporting directly to the Consensus Demand Planning Lead. This role is the technical authority for the statistical forecast that underlies the consensus plan. The Sr. Analyst is accountable for ensuring the system produces a reliable, accurate baseline forecast across portfolios, and governing forecast performance over time. This role intervenes when the engine produces outputs that do not reflect reality, manages model parameters and bias across portfolios, and drives the continuous improvement discipline that makes the consensus forecast credible and defensible.

This is a technical role that requires deep proficiency in statistical forecasting methods, hands-on expertise in Kinaxis Maestro, and the judgment to distinguish a model problem from a demand reality problem. The Sr. Analyst must be able to translate statistical findings into clear, actionable guidance for the Consensus Demand Planning Lead.


Key Responsibilities

Statistical Forecasting & Model Governance

  • Own the configuration and maintenance of statistical forecast parameters in Kinaxis Maestro, including model selection and parameter tuning.
  • Apply history cleansing disciplines prior to each forecast cycle, adjusting for outliers, customer losses, NDC switches, and new product launches to ensure the statistical baseline reflects true underlying demand patterns.
  • Intervene directly when the system produces outputs that are wrong: update model parameters, alter model selection, and document the rationale for every change so that interventions are traceable and auditable.
  • Serve as the primary point of contact for the COE on statistical forecast configuration, parameter governance, and planning engine integrity questions.

Forecast Accuracy & Bias Management

  • Own the forecast accuracy and bias measurement framework across all portfolios, tracking MAPE, bias, and error metrics at the appropriate level of granularity to surface actionable insights rather than just headline numbers.
  • Conduct structured root cause analysis on forecast misses, distinguishing between model failure, enrichment failure, and genuine demand variability, and communicating findings clearly to the Consensus Demand Planning Lead and Channel Leads.
  • Identify and flag systematic bias in the statistical forecast, whether directional over- or under-forecasting by product type, channel, or time horizon, and drive model adjustments to correct it.
  • Maintain a continuous improvement cadence, tracking accuracy trend over time and holding the team accountable to improving against a defined baseline as the system matures and data quality improves.
  • Partner with Channel Leads to determine whether a forecast miss originated in the statistical baseline or in enrichment inputs, and prepare forecast performance reporting for S&OP reviews facilitated by the COE, ensuring accuracy findings are visible to cross-functional participants and tied to operational implications for supply and inventory.

MinimumRequirement

Degree or equivalent and typically requires 7+ years of relevant experience.


Education

Bachelor's degree in Supply Chain, Statistics, Data Science, Mathematics, or a related quantitative field strongly preferred or equivalent experience.


Critical Skills

  • 7+ years in demand planning, supply chain analytics, or a related field, with demonstrated hands-on experience owning statistical forecast configuration and model governance in a production planning environment.
  • Direct experience working in Kinaxis Maestro, including parameter configuration, model selection, and demand planning engine operation. Experience in a comparable advanced planning system (SAP IBP, Blue Yonder, o9) considered with a clear expectation of rapid Maestro proficiency.
  • Demonstrated ability to diagnose and correct statistical forecast failures, including history cleansing, outlier management, and model parameter adjustment.
  • Proven ability to build and maintain a forecast accuracy and bias measurement framework, including root cause analysis and continuous improvement tracking.
  • Configuring, maintaining, and intervening in Kinaxis Maestro to ensure the statistical forecast engine produces reliable outputs across all portfolios.
  • Applying disciplined cleansing and data preparation so that the statistical baseline reflects real demand patterns rather than data noise.
  • Diagnosing forecast failures with precision, distinguishing model problems from enrichment problems from genuine demand variability, and routing accountability correctly.
  • Building and sustaining a bias management discipline that improves forecast quality over time rather than accepting persistent error as unavoidable.
  • Operating as the technical anchor for a team that is otherwise oriented toward commercial and market judgment, without creating a bottleneck or a knowledge silo.

Additional Skills

  • Experience operating within a structured S&OP or consensus planning process, including preparing performance reporting for cross-functional review.
  • Familiarity with pharmaceutical, healthcare, or wholesale distribution demand dynamics is a strong plus, particularly experience with product lifecycle events, NDC switches, and new business onboarding that create history anomalies.
  • Comfort operating in ambiguity and building process structure where governance is still maturing, particularly in the context of a large-scale system transition where baselines and benchmarks do not yet exist.
  • Ability to communicate technical findings clearly to non-technical stakeholders, including explaining why the system produced a wrong output and what was done to fix it.

Physical Requirements

  • Traditional office requirements. A large percentage of time performing computer-based work is required.
  • Hybrid role, must live near Las Colinas office.
  • Up to 5% travel.

Compensation Range

$104,000-138,600-173,300 with 15% MIPs bonus eligibility.

This role is a hybrid position. The selected candidate is expected to work on-site at our Las Colinas office a minimum of two (2) days per week, with the remaining days worked remotely. Specific in-office days may be designated based on team needs and business priorities.

We are proud to offer a competitive compensation package at McKesson as part of our Total Rewards. This is determined by several factors, including performance, experience and skills, equity, regular job market evaluations, and geographical markets. In addition to base pay, other compensation, such as an annual bonus or long-term incentive opportunities may be offered. For more information regarding benefits at McKesson, pleaseclick here.

About McKesson

McKesson Corporation provides medicines, pharmaceutical supplies, information and care management products and services across the healthcare industry. The Company operates in two segments. The McKesson Distribution Solutions segment delivers ethical drugs, medical-surgical supplies and equipment and health and beauty care products throughout North America. This segment also provides specialty pharmaceutical solutions for biotech and pharmaceutical manufacturers, sells financial, operational and clinical solutions for pharmacies (retail, hospital, long-term care) and provides consulting, outsourcing and other services. The McKesson Technology Solutions segment delivers enterprise-wide clinical, patient care, financial, supply chain, strategic management and software solutions. In July 2011, the Company acquired Portico Systems from Safeguard Scientifics, Inc. On March 25, 2012, it acquired the independent banner and franchise businesses of Katz Group Canada Inc. McKesson Distribution Solutions delivers pharmaceuticals to retail pharmacies and institutional providers like hospitals and health systems. They operate pharmaceutical distribution centers across the country, serving customers in all 50 states. They also deliver a comprehensive offering of health care products, technology, equipment and related services to the alternate site market, including physician offices, surgery centers, long-term care facilities and home care businesses across the country. McKesson is currently the largest pharmaceutical distributor in North America. McKesson also operates McKesson Canada and has an equity holding in Nadro, a leading distributor in Mexico.

McKesson Careers

Join McKesson, a leading global healthcare company, and be part of a team that is redefining the future of healthcare. With a variety of job opportunities available, McKesson is the perfect place to advance your career, whether you're a seasoned professional or just starting out. Work You’ll Do At McKesson, we are committed to improving care in every setting—one product, one partner, one patient at a time. We’re seeking talented professionals to join our team and contribute to a culture of innovation, diversity, and leadership. Our employees are driven by a deep sense of purpose and a desire for continuous growth and improvement. Empower Your Future in Healthcare With positions ranging from internships to leadership roles, McKesson offers unparalleled employment opportunities to develop your skills and advance your career. Our commitment to diversity training ensures that all team members have the opportunity to thrive. Join a team where your skills will be honed, your professional growth will be supported, and where you can genuinely see the difference you make in the lives of patients around the world. Innovative Work Environment McKesson is at the forefront of healthcare innovation. Our team is constantly exploring new ways to improve patient outcomes and streamline care processes. This commitment to innovation is what sets us apart and what makes McKesson an exciting place to work. Career Development and Benefits McKesson believes in nurturing the potential of its employees through robust career development programs and comprehensive benefits designed to support your life and well-being. From leadership training to health and wellness benefits, we ensure our team members are equipped to meet their professional and personal goals. Explore Job Opportunities Whether you’re looking for an internship to kickstart your career, or a senior position to utilize your extensive experience, McKesson offers a range of opportunities. Explore our open positions and find where you can make a difference at McKesson. Stay Connected Join Our Team Search for open positions that match your skills and interests. We are looking for passionate, curious, and solution-driven team players who are ready to take the next step in their careers. Keep Up to Date Stay ahead with career tips, insider perspectives, and industry-leading insights you can put to use today—all from the people who work here. Networking and Professional Growth At McKesson, networking and professional growth are part of our everyday environment. We encourage our employees to connect, share, and learn from each other to foster personal and professional development. Job Alert Emails Personalize your subscription to receive job alerts, latest news, and insider tips tailored to your preferences. Discover the exciting and rewarding career opportunities that await you at McKesson. Join McKesson today and be part of a team that is dedicated to shaping the future of healthcare.
Learn more about McKesson
Size
58,000 employees
Market Cap
$53.7 billion
Industry
Net Income
-$4.1 billion
Founded
1833
5 Year Trend
+5.9%
Revenue
$237.6 billion
NASDAQ

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