Risk Adjustment Analyst

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.