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JobsJobs in ConnecticutDarien, CT JobsHealthcare Jobs in Darien, CTMedical Billing and Coding Jobs in Darien, CTCoding Jobs in Darien, CT
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Coding Jobs in Darien, CT

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    Jobs

    Jobot logo
    New!

    Outpatient Medical Coder (CPC) - Surgical - Temp to Perm Opportunity - HybridJobot

    New York, NY4 days ago
    • $32–$35 Per Hour

    Information collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. This is a fantastic temp-to-perm opportunity in the Revenue Cycle Department - you'll be working HYBRID out of any office in Long Island, Manhattan, Jersey, or Staten.

    Jobot logo
    New!

    Outpatient Medical Coder (CPC) - Surgical SettingJobot

    Bethpage, NY6 days ago
    • $31–$35 Per Hour

    Information collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. If interested reach out to me TODAY: https://jobot.com/apply/outpatient-medical-coder-cpc-surgical-setting/565308291?utm_source=Monster.

    Mitchell Martin logo

    Practice Site AdministratorMitchell Martin

    Bronx, NY10 days ago
    • $66,400–$85,000 Per Year

    By applying for this job, you agree to receive AI-generated calls, text messages, and/or emails from Mitchell Martin Inc and its affiliates and contracted partners at various frequency through traditional and automated methods. • This role involves managing daily operations of a large office, ensuring efficient workflows, and maintaining a tidy environment.

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    MDS AssessorAmsterdam Nursing Home

    New York, NYToday
    • $115,000–$130,000

    The essence of Amsterdam includes a unique combination of old-world charm, comfortable surroundings, and a state-of-the-art clinical care. Amsterdam Nursing Home is actively seeking an MDS Assessor or our Skilled Nursing Facility located in the heart of New York City.

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    Advanced Practice Clinician - Bilingual Mandarin/Cantonese requiredVNS Health

    New York, NY16 days ago
    • $109,900–$146,500

    Manages and provides comprehensive advanced nursing care including physical examination, comprehensive history, screening for physical and/or psychological conditions, emergent interventions, pharmacological and non-pharmacological interventions, ordering treatments and DME, preventative health maintenance activities, care management, referrals, discharge planning, counseling and patient education. We’re one of the largest nonprofit home- and community-based health care organizations in the country, and today, more than 11,500 team members work together to make a difference in the lives of more than 99,000 patients and members on any given day.

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    Advanced Practice Clinician, Full TimeVNS Health

    New York, NY16 days ago
    • $109,900–$146,500

    Manages and provides comprehensive advanced nursing care including physical examination, comprehensive history, screening for physical and/or psychological conditions, emergent interventions, pharmacological and non-pharmacological interventions, ordering treatments and DME, preventative health maintenance activities, care management, referrals, discharge planning, counseling and patient education. We’re one of the largest nonprofit home- and community-based health care organizations in the country, and today, more than 11,500 team members work together to make a difference in the lives of more than 99,000 patients and members on any given day.

    Barclays logo

    Senior Low-Latency Java Engineer – VPBarclays

    New York, NY16 days ago

    You’ll join the Equity Algorithmic Trading Technology team in New York/Whippany, developing and enhancing Java and C++ platforms that deliver market data, analytics, order management, and resiliency services for trading algorithms. You’ll work closely with Quant developers, Quant researchers, and Product teams to design, build, and enhance algorithmic trading logic, smart order routing strategies, and execution workflows.

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    Registered Nurse / MDS CoordinatorGreenlife Healthcare Staffing

    New York, NY1 day ago
    • $100,000–$110,000 Per Year

    This role involves conducting comprehensive patient assessments, ensuring regulatory compliance, and coordinating interdisciplinary care plans to optimize resident outcomes in a long-term care setting. Greenlife Healthcare Staffing is seeking an experienced Registered Nurse MDS Coordinator to join a Skilled Nursing Facility in New York, NY.

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    OB/GYN Physician with Community Health Community Network Medical GroupWaterbury Hospital

    Waterbury, CT12 days ago

    The region offers an exceptional quality of life with excellent schools, vibrant cultural attractions, and convenient access to New York City, Boston, Connecticut’s Gold Coast, and the Berkshires of Western Massachusetts. UConn Health, part of the nationally recognized University of Connecticut, delivers world-class patient care, groundbreaking research, and innovative medical education, serving over one million patients annually.

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    Patient RegistrarAxelon Services Corporation

    Brooklyn, NY3 days ago

    Interfaces with MEU and Social Services to determine Medicaid eligibility; informs patients of documents required initiating Medicaid applications. Requests patients charts from Health Information and or physicians files and requests various patients NYPMG medical record prior to appointment.

    Atria Consulting logo

    Claims Adjustment Specialist IAtria Consulting

    New York, NY24 days ago
    • $20–$30 Per Hour
    • Temporary
    • Contractor
    • Full-time

    When determining a team member's base salary and/or hourly rate, various factors may be taken into account as applicable (such as location, specialty, service line, years of relevant experience, education, credentials, negotiated contracts, budget, and internal equity). Join a mission-driven healthcare organization dedicated to ensuring accurate claims processing and supporting equitable access to care.

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    Profee Coding ConsultantDatavant

    New York City, NY30+ days ago
    • $20–$28 Per Hour

    Guided by our mission to make the world's health data secure, accessible and actionable, we provide critical data solutions for organizations across the healthcare ecosystem - including providers, health plans, researchers, and life sciences companies. The estimated base pay range per hour for this role is:$20—$28 USDTo ensure the safety of patients and staff, many of our clients require post-offer health screenings and proof and/or completion of various vaccinations such as the flu shot, Tdap, COVID-19, etc.

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    Auditor, HCC Risk Adjustment CodingDatavant

    New York City, NY30+ days ago
    • $29–$33 Per Hour

    The estimated base pay range per hour for this role is:$29—$33 USDTo ensure the safety of patients and staff, many of our clients require post-offer health screenings and proof and/or completion of various vaccinations such as the flu shot, Tdap, COVID-19, etc. Guided by our mission to make the world's health data secure, accessible and actionable, we provide critical data solutions for organizations across the healthcare ecosystem - including providers, health plans, researchers, and life sciences companies.

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    Certified Professional Coder, Charge Review and Coding Edits Specialist IIIAmbulatory Medical Practices MSO, Inc

    Valhalla, NY18 days ago
    • $31.40–$36.06 Per Hour

    When determining a team member’s base salary and/or hourly rate, several factors may be considered as applicable (e.g., job type, location, years of relevant experience, education, credentials, budgets, and internal equity). ColumbiaDoctors Medical Group / Ambulatory Medical Practices MSO, Inc.,is looking for experienced Medical Certified Professional Coder/Charge Review Billing Specialist III candidates: CPC/Coding Certification is required.

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    Billing and Coding SupervisorSB Clinical Practice Management

    STONY BROOK, New York30+ days ago
    • $27.89–$34.85 Per Hour

    StaffCo and SUNY have entered into a professional employer agreement under which StaffCo is the employer of Stony Brook Clinical Practice Management Plan employees and responsible for all aspects of employment, including hirings, promotions, disciplines, terminations, the day-to-day direction and supervision of work, as well as labor relations and collective bargaining. StaffCo is fully responsible for providing all payroll and human resources services, including the payment of wages, collecting and reporting payroll taxes and maintaining any and all employee benefits.

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    Medical Coding AnalystHealthCare Partners, MSO

    Garden City, NY25 days ago
    • $65,000–$75,000 Per Year

    Essential Position Functions/Responsibilities:Review and interpret medical record documentation to identify pertinent diagnoses and procedures and assigns ICD-10 CM and CPT 4 codes accurately and timely to the highest level of specificity based upon physician documentation. Position Summary: The Coding Analyst will provide Risk Adjustment/HCC coding and auditing services that include the analysis and translation of medical and clinical diagnoses, procedures, injuries, or illnesses into designated alphanumerical codes.

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    Revenue Cycle Specialist - CodingMercor

    New York, New York15 days ago
    Remote
    • $45–$65 Per Hour

    Expertise in ICD-10/CPT/HCPCS coding, denials and appeals, prior authorization, payer policy, or EHR billing workflows. Build long-horizon revenue cycle tasks with deterministic rubrics to evaluate agent performance against verifiable ground truth.

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    Billing and Coding Compliance Specialist (CPC)Essen Medical Associates

    Bronx, New York30+ days ago
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    Professional Coding EducatorCatholic Health

    Melville, New York30+ days ago
    • $70,000–$90,000 Per Year

    This position requires a solid understanding of complex coding principles, guidelines, and concepts and can broadly apply those guidelines resulting in effective auditing and education to assigned services/departments, coding and billing teams. Job Details: The Coding Educator position is high profile and requires a candidate who is proactive, mature, dynamic, consistent with professional appearance and demeanor, and has the ability to develop and maintain positive strong relationships through challenging situations.

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    Physician Coding EducatorEssen Medical Associates

    Bronx, New York30+ days ago
    • $75,000–$100,000 Per Year

    As the largest privately held multispecialty medical group in the Bronx, we provide high-quality, compassionate, and accessible medical care to some of the most vulnerable and under-served residents of New York State. Guided by a Population Health model of care, Essen has five integrated clinical divisions offering urgent care, primary care, and specialty services, as well as nursing home staffing and care management.

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    Coding and Documentation Review SpecialistCatholic Health

    Melville, New York30+ days ago
    • $66,000–$72,000 Per Year

    Identifies coding issues related to billing denials, collaborates with the Coding Educator and Revenue Integrity as needed to assist with the preparation of training materials and examples to prevent future coding/billing issues. Must be fluent with the Evaluation and Management guidelines, ICD10 coding guidelines for outpatient, inpatient, observation coding including but not limited to all office based services, procedural coding and hospital rounding.

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    DRG (Coding) Reviewer/AuditorMedReview

    new york, NY30+ days ago
    • Full-time

    Responsibilities:Analyze and review inpatient claims following the Official Coding and Reporting Guidelines to validate the reported ICD-10-CM/PCS codes to ensure proper DRG assignment for accurate billing. Under the direction of the DRG Operations Department leaders, the DRG Reviewer will conduct reviews of inpatient claims for both coding accuracy as well as perform screening referrals for clinical support of coded diagnoses.

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    ACO Risk Coding Specialist (Hybrid)Essen Medical Associates

    Bronx, New York30+ days ago

    Qualifications: Qualifications:- Strong working knowledge of CMS‑HCC risk adjustment model (required for accurate coding and compliance)- Solid understanding of ICD‑10‑CM coding guidelines- Ability to accurately identify and code chronic conditions requiring annual recapture- Experience reviewing face‑to‑face encounters and validating provider documentation- Skilled in retrospective and/or prospective chart reviews- Experience with provider education or documentation improvement initiativesKnowledge, Skills, & Abilities:- Deep understanding of chronic disease processes (e.g., CHF, CKD, COPD, diabetes with complications)- Familiarity with hierarchical logic and exclusion rules in HCC coding- Strong analytical, organizational, and problem‑solving skills, especially in Excel- Ability to research and resolve coding discrepancies independently- Effective written and verbal communication with clinical and non‑clinical staff- Team-based orientation with ability to manage and report out KPIs- Cultural sensitivity and ability to work with diverse team members, both US-based and offshore, and with medical providers- Consistent ability to meet productivity and quality benchmarksEducation:- High School Diploma or equivalent (required)- International Medical Graduate (preferred)- Certified Risk Adjustment Coder (CRC)- Certified Professional Coder (CPC) or CCS / RHIT / RHIA (AAPC or AHIMA)Compensation & Benefits. They will become experts in HCC-based risk adjustment (prior experience preferred, but not necessary), they will conduct medical chart reviews to identify suspect conditions, and they will design and manage workflows to ensure that providers are made aware of suspect conditions, so that they can evaluate the patient thoroughly and correctly document the patient’s risk factors.

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    Denials And Appeals Specialist II (Remote Medical Coding)CORPORATE

    Lynbrook, NY30+ days ago
    Remote

    Reviews and responds to commercial payers, managed care and third party review organizations in managing the appeals/denials process. Monitors inpatient denial types, volume and formulates responses to requesting agency.

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    Revenue Coding AnalystYale New Haven Health

    NEW HAVEN, Connecticut4 days ago

    Requires occasional ability to lift, push and pull objects such as files and office supplies up to 30 pounds and/or continuously up to 10 pounds; and occasional moving about on foot to accomplish tasks, walking long distances or moving from one work site to another. Reviews and handles interventional procedures performed within Diagnostic Radiology, IE: Breast Imaging procedures, Spine Injections, aspirations etc. to ensure all codes have been appropriately assigned for optimum reimbursement under the direction of the Lead.

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    Coord Coding Audit (FPP)CORPORATE

    New Hyde Park, NY30+ days ago

    11.0pt;mso-bidi-font-family:Arial;font-weight:normal;mso-bidi-font-weight: bold"Works collaboratively with the Corporate Compliance Office to perform . 0in;margin-left: 25in;margin-bottom: 0001pt;text-indent:-.25in;mso-outline-level: 1;mso-list:l0 level1 lfo2" Ignore"· .

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    Robotics Coding Instructor (Part Time, After School, In-Person)Concorde Education

    Fairfield, CT2 days ago
    • $50–$100 Per Hour

    Depending on the kit and platform used, learners may engage in block-based coding, simple sequencing, loops, conditionals, debugging, and basic sensor-based interactions. Concorde Education is seeking an engaging, student-centered Robotics Coding Instructor to facilitate a short-format after-school enrichment course for students.

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    Senior Python Developer - Code Migration SpecialistMindrift

    New York, NY4 days ago
    Remote

    This project is suited for a Senior Python developer with deep functional testing experience, strong Linux and Docker skills, the ability to read code across multiple languages with the support of LLMs (e.g., C, Rust, Go) and translate requirements for migration tasks, and confidence using tools like Roo Code or Claude Code to accelerate iterative development. Tools and Technologies: Python (pytest, uv, Pillow), Docker, Bash, Git Submodules, C/C++/Rust/Go (reading), Dagger, GitHub Codespaces, LLMs (Claude Code, Roo Code, Cursor), coverage.py, gcov, kcov.

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    Coord Coding Reimburs (FPP)CORPORATE

    New Hyde Park, NY30+ days ago

    In this role, you will partner with Health Information Management, Faculty Practice Plan Coding & Compliance and Corporate Compliance; guide the Coding and Charge Capture staff; and provide coding and charge capture education for physicians and staff. Utilizes Stockamp tools to address work denials, develop trending reports and report findings to Revenue Cycle Management within Cardiology.

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    Coding Instructor (Scratch) Part Time, After-School ProgramConcorde Education

    New York, NY2 days ago
    • £50–£100 Per Hour

    Concorde Education partners with schools nationwide to deliver engaging, instructor-led enrichment programs in STEM, the arts, financial literacy, esports, and other high-interest subjects. Students will explore core programming concepts by building interactive Scratch projects such as games, animations, and digital stories.

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    Senior Machinist: CNC / GD&T / G&M Code / SetupInnovative Rocket Technologies Inc.

    Hauppauge, NY30+ days ago
    • $68,640–$89,440

    Must be proficient in G-Code and M-Code programming with the ability to troubleshoot, edit, prove out processes, perform first piece runs, and recommend changes to programs on multi-axis machine tools proficiently. iRocket is building the world’s first reusable rocket engines with a setup focused on reusability from the beginning, including high performance and long life.

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    After-School STEM & Coding Instructor (Part-Time)Concorde Education

    New York, Queens County2 days ago
    • £50–£100 Per Hour

    Depending on the assignment and student grade level, instructors may teach introductory block-based coding or beginner text-based programming. Classes typically meet once per week after school and focus on creativity, problem-solving, and building simple digital projects.

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    Coding Instructor (Part Time, After School, In-Person)Concorde Education

    New York, Queens County2 days ago
    • £50–£100 Per Hour

    Programming may range from introductory block-based coding (ScratchJr, Scratch) to text-based programming (Python) and web development (HTML/CSS/JavaScript), depending on the assignment and student readiness. Concorde Education is seeking an engaging, student-centered Coding Instructor to facilitate short-format after-school enrichment courses for students across multiple grade bands.

    HEPCO, Inc. logo

    Project Manager (Building Code Compliance), on-siteHEPCO, Inc.

    New York, NY30+ days ago
    • $60–$65 Per Hour

    HEPCO is seeking an Associate Project Manager Level III (APM) for our client to support capital projects through all phases of the project life cycle. The selected candidate will provide technical review, written commentary, and inspection support to ensure regulatory requirements are fully integrated into project design and construction.

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    Remote Medical Billing CoderFair Haven Community Health Care

    new haven, CT30+ days ago
    Remote
    • Full-time

    Handle all correspondence related to insurance or patient account, contacting insurance carriers, patients and other facilities as needed to get the maximum payments and accounts and identify issues or changes to achieve client profitability. Guided by a Board of Directors, most of whom are patients themselves, we take pride in being a healthcare leader dedicated to delivering high-quality, affordable medical and dental care to everyone, regardless of their insurance status or ability to pay.

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    Certified Medical Coder – Inpatient/Outpatient/ED - CMCIOE 26-03020NavitasPartners

    Chinatown, NY2 days ago
    • $30–$35 Per Hour

    About Navitas Healthcare, LLC: It is a certified WBENC and one of the fastest-growing healthcare staffing firms in the US providing Medical, Clinical and Non-Clinical services to numerous hospitals. Position Overview: We are seeking an experienced Certified Medical Coder with strong outpatient and Emergency Department coding expertise to support an acute care healthcare environment.

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    Billing Support Specialist - AnesthesiologySB Clinical Practice Management

    Stony Brook, New York17 days ago
    • $23–$28.74 Per Hour

    Analyze, code and abstract information for the purpose of assigning and entering appropriate and consistent diagnoses and procedure codes for reimbursement. Responsibilities: SUMMARY: Capture missing charges and clear claims that are in holding, assist CPMP Central Billing Office is resolving denials.

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    Certified Medical Coders - InpatientIntegrated Resources, Inc

    Brooklyn, NY24 days ago
    • $30–$35 Per Hour
    • Contractor

    Duties: Medical coding in an acute care setting; must possess proficient computer skills (e.g., MS Word, Excel, ICD 9 CM, CPT 4, Encoder); knowledge of coding guidelines, payor guidelines, federal billing guidelines; Knowledge of anatomy, physiology & disease processes; ability to research coding related issues; competence in coder training; must have CCS and knowledgeable with 3M/HDS coding application. Skills: Three years experience Knowledge of ICD10 null Education High School Diploma/GED, AHIMA, RHIA or RHIT and/or CCP, CCS, null Schedule Start Date: 04/20/2026 Schedule Start Date: 04/20/2026 Schedule Hours Per Week: 35.00 Schedule Hours Per Day: 7.00 Schedule Days Per Week: 5.00

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    Remote24-MAG

    New York, New York7 days ago
    Remote
    • $35–$75 Per Hour

    This role supports current and upcoming remote consulting opportunities focused on structured healthcare operations review, revenue cycle workflow analysis, patient access documentation, clinical documentation support, compliance review, and high-quality project execution. Comfort reading and preparing healthcare artifacts such as claim forms, denial appeals, coded charts, care plans, patient communications, intake forms, referral notes, and clinical documentation materials.

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    Risk Adjustment CoderVillage Care

    New York, NY12 days ago
    Remote
    • $77,506.87–$87,195.23 Per Year

    As a Full Time Risk Adjustment Coder at VillageCare in New York, NY, you will perform critical code abstraction of medical records, ensuring accurate assignment of ICD-9-CM, ICD-10-CM, CPT, and HCPCS codes supported by clinical documentation. Ideal candidates will have at least three recent years of experience in HCC/Risk Adjustment and/or inpatient coding, complemented by relevant certifications such as CPC, CRC, RHIT, or RHIA from AAPC or AHIMA.

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    Medical Billing SpecialistReady to Round LLC

    Oradell, New Jersey26 days ago
    • $12–$18 Per Hour

    READY TO ROUND LLC is seeking a detail-oriented Medical Billing Specialist to join our Revenue Cycle Management (RCM) Department. This role is responsible for ensuring accurate billing, timely claim submission, and maximizing reimbursement for healthcare providers.

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    Certified CoderSB Clinical Practice Management

    STONY BROOK, New York9 days ago
    • $27.91–$34.87 Per Hour

    StaffCo and SUNY have entered into a professional employer agreement under which StaffCo is the employer of Stony Brook Clinical Practice Management Plan employees and responsible for all aspects of employment, including hirings, promotions, disciplines, terminations, the day-to-day direction and supervision of work, as well as labor relations and collective bargaining. StaffCo is fully responsible for providing all payroll and human resources services, including the payment of wages, collecting and reporting payroll taxes and maintaining any and all employee benefits.

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    Certified Medical Coder – Inpatient - Brooklyn, NYNavitasPartners

    Queens Village, NY3 days ago

    About Navitas Healthcare, LLC certified WBENC and one of the fastest-growing healthcare staffing firms in the US providing Medical, Clinical and Non-Clinical services to numerous hospitals. The ideal candidate will possess strong inpatient coding expertise, advanced knowledge of ICD-10 coding practices, and experience working with hospital coding systems and applications.

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    Outpatient Coder II Per DiemNorthwell Health

    Danbury, CT26 days ago
    • $26.48–$50.49 Per Hour

    If you share our values of connected, personal, agile and imaginative, we invite you to discover what’s possible for you and your careSummary:Accurately codes and abstracts outpatient medical records for reimbursement and statistical purposes using established coding guidelines. Certification from the America Academy Professional Coders (AAPC) or the American Health Information Management Association (AHIMA): CPC, CPC-H, CCS, CCS-P, RHIA, RHIT, or specialty certification required.

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    Medical Biller Specialist IUrban Health Plan, Inc

    Bronx, Ne15 days ago
    Remote

    About Urban Health Plan:At Urban Health Plan (UHP) our mission is to continuously improve the health of communities and the quality of life of the people we serve by providing affordable, comprehensive, quality, primary and specialty health care and by assuring the performance and advancement of innovative best practices. The Billing Specialist will review medical documentation to property bill services and treatment provided and submit claims to the payers following ICD-10, CPT coding and insurance guidelines.

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    Data Mining Ideation SpecialistMedReview

    New York, NY17 days ago
    Remote
    • Full-time

    As a Data Mining Ideation Specialist, you will leverage your deep expertise in medical coding requirements, claims adjudication processes, and reimbursements methodologies to design and develop data mining audits that drive payment accuracy across our clients Medicaid, Medicare, and Commercial lines of business. In close partnership with audit, analytics, and operations teams, you will define data selection parameters, validate outcomes, and continuously refine audit strategies to improve accuracy and impact.

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    Authorization & Billing Support Specialist, SeniorSB Clinical Practice Management

    Stony Brook, New York25 days ago

    StaffCo and SUNY have entered into a professional employer agreement under which StaffCo is the employer of Stony Brook Clinical Practice Management Plan employees and responsible for all aspects of employment, including hirings, promotions, disciplines, terminations, the day-to-day direction and supervision of work, as well as labor relations and collective bargaining. StaffCo is fully responsible for providing all payroll and human resources services, including the payment of wages, collecting and reporting payroll taxes and maintaining any and all employee benefits.

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    Certified Surgical Coder - Patient AccountsSB Clinical Practice Management

    Stony Brook, New York30+ days ago

    StaffCo and SUNY have entered into a professional employer agreement under which StaffCo is the employer of Stony Brook Clinical Practice Management Plan employees and responsible for all aspects of employment, including hirings, promotions, disciplines, terminations, the day-to-day direction and supervision of work, as well as labor relations and collective bargaining. StaffCo is fully responsible for providing all payroll and human resources services, including the payment of wages, collecting and reporting payroll taxes and maintaining any and all employee benefits.

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    Billing Manager, Medical Care at HomeVNS Health

    New York, New York24 days ago
    • $93,400–$116,800 Per Year

    Monitors and drives key revenue cycle performance metrics (e.g., clean claim rate, denial rate, days in A/R, net collection rate), implementing strategies to improve financial outcomes and reduce revenue leakage. Overview: Leads and oversees the billing and revenue cycle operations for Medical Care at Home, including accurate and timely claim submission, denial tracking, resubmission and appeals management.

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    Medical Billing Expert - Fully RemoteMercor

    New York, New York10 days ago
    Remote
    • $45–$65 Per Hour

    Expertise in ICD-10/CPT/HCPCS coding, denials and appeals, prior authorization, payer policy, or EHR billing workflows. Build long-horizon revenue cycle tasks with deterministic rubrics to evaluate agent performance against verifiable ground truth.

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