In a health-plan, hospital, or risk-pool operation, you analyze risk-adjustment data — diagnosis coding, member-acuity scoring, prospective and retrospective risk modeling — supporting the financial and operational decisions risk-adjustment payment frameworks generate.
A risk-adjustment analyst's week threads across coding data, member-risk modeling, and stakeholder engagement — pulling diagnosis and encounter data, running risk-score calculations (HCC, ACA, Medicaid HCCs), identifying gaps in documentation that affect risk capture, supporting clinical and coding teams on improvement initiatives. Risk-score accuracy and improvement outcomes anchor the operating measures.
What complicates the day-to-day is the regulatory layer behind risk adjustment — CMS-HCC for Medicare Advantage, HHS-HCC for ACA marketplace, and state-specific Medicaid risk-adjustment frameworks each carry distinct methodologies, audit expectations, and compliance considerations. Variance across employers shapes the role: Medicare Advantage plans run heavy risk-adjustment analytics; ACA marketplace plans run under HHS-HCC; Medicaid managed-care plans run state-specific work; provider organizations and ACOs run risk-adjustment-adjacent analytics.
It fits people analytically rigorous, fluent in medical-coding and HCC methodology, and patient under regulatory-audit scrutiny. CPC, CRC, and CHC credentials anchor advancement. The trade-off is the audit-scrutiny dimension — risk-adjustment work directly affects payment, and the analytical work faces audit review by CMS and state regulators with material financial consequence.
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View all Business Operations roles →In a health-plan, hospital, or risk-pool operation, you analyze risk-adjustment data — diagnosis coding, member-acuity scoring, prospective and retrospective risk modeling — supporting the financial and operational decisions risk-adjustment payment frameworks generate.
Median pay for a Risk Adjustment Analyst is about $106K nationally, with the field ranging roughly from $62K to $182K depending on experience, employer, and metro (BLS).
Employment in this field is projected to grow about 6.5% through 2034, with roughly 56,320 people working in it today (BLS).
Closely related roles include Risk Management Director, Senior Risk Adjustment Analyst, and Loss Prevention Operations Manager.
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