Healthcare Analytics – Payor/Provider Finance Data and AI, Managed Care Contracting & Optimization

Company: Guidehouse
Location: Chicago
Posted on: January 19, 2026

Job Description:

Job Family: Data Science Consulting Travel Required: Up to 10% Clearance Required: None What You’ll Do: The Healthcare Finance Data and AI team translates healthcare data into measurable healthcare financial performance. This role is dedicated to managed care contracting – you will learn to read payer contracts (commercial and government), model reimbursement terms in our existing tools, and enhance those tools with automation using SQL and Python. You will partner with contracting, revenue integrity, and patient financial services teams to ensure our modeled rates and rules align with contract language and adjudication behavior, and you will turn findings into clear, executive-ready recommendations. - Learn and interpret payer contracts (fee schedules, DRG/APC, per diem, percent-of-charge, case rates, carveouts, stoploss/outlier, multiple procedure reductions, modifiers, bundling/packaging rules, lesser-of logic, escalators, effective dates, term/renewal, amendments). - Translate contract terms into machine-readable logic and configure/model those terms in our existing pricing/adjudication tools. - Validate modeled results by reconciling remittance advice (835/ERA) and historical payments; investigate and resolve discrepancies with root cause analysis. - Maintain a controlled library of contract models (versioning, effective/expiry dates, audit trail, documentation of assumptions). - Build/optimize ETL/ELT pipelines to ingest fee schedules and contract artifacts; implement QA/validation checks (e.g., dimensional completeness, rate reasonableness, variance thresholds). - Use advanced SQL (window functions, CTEs, stored procedures, query tuning) to automate contract lookups, grouper logic, case mix normalization, and variance analytics. - Use Python (preferred) for parsing artifacts, applying calculation engines, regression/variance checks, and generating repeatable validation reports. - Develop Power BI/Tableau dashboards for contract performance (e.g., allowed vs. expected, underpayment/overpayment detection, denial patterns, yield by payer/product). - Own analytics workstreams; present findings that connect contract mechanics to RCM KPIs (denial rate, DNFB, AR days, first pass yield, cash acceleration, net revenue). - Work with Managed Care/Finance, Revenue Integrity/CDM, PFS, and IT/Data teams to align interpretation, data sources, and operationalization. - Support pursuits (POVs, demos) showcasing our contract modeling capabilities and automation. - Enhance our contract modeling tooling: propose schema/logic improvements, performance tuning, error handling, and test harnesses. - Contribute reusable assets (SQL/Python modules, validation checklists, samples, documentation); uphold SDLC/Agile practices and code review standards. What You Will Need: - Bachelor's degree is required - Minimum THREE (3) years of experience in healthcare analytics, consulting, or adjacent healthcare services with measurable data driven outcomes (revenue cycle management exposure strongly preferred). - Experience building production-grade ETL/ELT processes and implementing data quality frameworks. - Proficiency with BI/visualization tools (Power BI or Tableau) and strong Excel skills. - Excellent communication—able to translate technical and contractual details into concise, executive-ready insights. - Detail oriented, self-directed, collaborative teammate comfortable leading workstreams. What Would Be Nice To Have: - Hands?on with Azure Data Factory, Databricks, SSIS (or similar). - Understanding of payer/provider operations and payment methodologies; experience with contract modeling or payment variance analytics is a strong plus (we will train on contract reading). - Experience with Agile practices and Git-based version control. - Experience with regulatory reporting and transparency initiatives (e.g., CMS price transparency, charge master reviews). The annual salary range for this position is $102,000.00-$170,000.00. Compensation decisions depend on a wide range of factors, including but not limited to skill sets, experience and training, security clearances, licensure and certifications, and other business and organizational needs. What We Offer: Guidehouse offers a comprehensive, total rewards package that includes competitive compensation and a flexible benefits package that reflects our commitment to creating a diverse and supportive workplace. Benefits include: - Medical, Rx, Dental & Vision Insurance - Personal and Family Sick Time & Company Paid Holidays - Position may be eligible for a discretionary variable incentive bonus - Parental Leave and Adoption Assistance - 401(k) Retirement Plan - Basic Life & Supplemental Life - Health Savings Account, Dental/Vision & Dependent Care Flexible Spending Accounts - Short-Term & Long-Term Disability - Student Loan PayDown - Tuition Reimbursement, Personal Development & Learning Opportunities - Skills Development & Certifications - Employee Referral Program - Corporate Sponsored Events & Community Outreach - Emergency Back-Up Childcare Program - Mobility Stipend About Guidehouse Guidehouse is an Equal Opportunity Employer–Protected Veterans, Individuals with Disabilities or any other basis protected by law, ordinance, or regulation. Guidehouse will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of applicable law or ordinance including the Fair Chance Ordinance of Los Angeles and San Francisco. If you have visited our website for information about employment opportunities, or to apply for a position, and you require an accommodation, please contact Guidehouse Recruiting at 1-571-633-1711 or via email at RecruitingAccommodation@guidehouse.com. All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodation. All communication regarding recruitment for a Guidehouse position will be sent from Guidehouse email domains including @guidehouse.com or guidehouse@myworkday.com. Correspondence received by an applicant from any other domain should be considered unauthorized and will not be honored by Guidehouse. Note that Guidehouse will never charge a fee or require a money transfer at any stage of the recruitment process and does not collect fees from educational institutions for participation in a recruitment event. Never provide your banking information to a third party purporting to need that information to proceed in the hiring process. If any person or organization demands money related to a job opportunity with Guidehouse, please report the matter to Guidehouse’s Ethics Hotline. If you want to check the validity of correspondence you have received, please contact recruiting@guidehouse.com. Guidehouse is not responsible for losses incurred (monetary or otherwise) from an applicant’s dealings with unauthorized third parties. Guidehouse does not accept unsolicited resumes through or from search firms or staffing agencies. All unsolicited resumes will be considered the property of Guidehouse and Guidehouse will not be obligated to pay a placement fee.

Keywords: Guidehouse, Glenview , Healthcare Analytics – Payor/Provider Finance Data and AI, Managed Care Contracting & Optimization, IT / Software / Systems , Chicago, Illinois