Abby Care

AI Engineer

• Own high-impact AI systems end to end, from workflow discovery and technical design through production deployment, iteration, and measurable outcomes
• Develop reliable agents and copilots that reason over structured and unstructured data, use internal tools, and execute multi-step workflows
• Design systems combining models, retrieval, rules, state machines, and human oversight to handle incomplete information, conflicting evidence, changing requirements, and operational edge cases
• Create representative datasets, evaluation harnesses, production tracing, confidence-based escalation, and systematic error-analysis processes
• Integrate AI capabilities into complete intake, care delivery, billing, and operations workflows
• Collaborate with Product, Design, Clinical, Operations, Analytics, Platform, and System of Record engineers
• Contribute reusable platform capabilities and architectural decisions
• Mentor engineers and improve how the team builds and operates Applied AI systems
• Report to the Applied AI Leader
• Build AI systems for Abby Care's AI-native platform supporting family-led home care, including clinical documentation, prior authorization, nursing support, billing risk, and operational follow-up

Senior Applied AI Engineer

• Develop agents, copilots, and intelligent workflows for caregivers, clinicians, and operational teams
• Build backend services, APIs, data pipelines, integrations, and reusable AI components for reliable production use
• Create systems that extract, retrieve, and reason over clinical documents, conversations, operational records, and structured and unstructured data
• Build representative datasets, measure performance, analyze failures, and improve models, prompts, retrieval, tools, and workflow logic
• Partner with Product, Design, Clinical, and Operations to understand workflows, identify edge cases, and iterate from production feedback
• Write maintainable, well-tested code
• Build shared capabilities for orchestration, tool use, structured outputs, monitoring, tracing, and evaluation
• Ship AI-powered capabilities that solve real problems and progress from prototype to reliable production functionality
• Use evaluations, monitoring, error analysis, and documented limitations to improve system quality
• Develop reusable components and independently own increasingly complex projects and technical decisions
• Determine when to use AI, deterministic software, or human review for the best outcome

Applied AI Engineer

Accounting Manager

• Own the monthly financial close processes, including preparing and reviewing journal entries, account reconciliations, reporting, and flux analyses
• Prepare financial statements along with business commentary
• Manage accounts payable and global disbursements
• Support the annual external audit (2028)
• Provide support for tax/compliance filings
• Collaborate cross functionally to ensure business activities are captured appropriately
• Proactively identify issues and assist in optimizing systems and automation of accounting processes
• Aid in the development, implementation, and documentation of new policies and procedures
• Assist with special projects as needed; driving projects to completion

Medical Director

• Advise the CEO and executive team on clinical strategy, care model evolution, and external positioning
• Build the Abby Care clinical narrative across pediatrics, adult home health, and senior care, translating the model into language that resonates with plan CMOs, state officials, and clinical audiences
• Serve as the external clinical face of Abby Care with payors, health systems, state regulators, and industry bodies
• Own the evidence strategy: partner with analytics and clinical operations to design the outcomes program, then publish results through whitepapers, peer-reviewed work, and industry venues
• Represent Abby Care at conferences, roundtables, and advisory forums; build the speaking, media, and thought leadership platform

Chief Medical Officer

Full-stack Engineer

• Lead mobile app development end-to-end. You will take full ownership of the mobile development lifecycle, from concept to delivery. This includes shaping technical design, implementing core features, improving performance and stability, and managing release cycles for both iOS and Android.
• Build a caregiver-first experience that is intuitive and resilient. You will design and implement user flows that are simple, guided, and forgiving—optimized for non-technical users. You will ensure the app works reliably in low-connectivity environments through offline-first and degraded-mode patterns (e.g., caching, sync, retries, conflict handling) and careful performance tuning.
• Define and implement mobile testing frameworks grounded in real-world usage. You will establish a testing strategy and methodology that reflects how caregivers actually use the app (device variability, intermittent networks, backgrounding, interruptions, accessibility needs). This includes automated testing, regression coverage, monitoring/telemetry, and release quality gates to continuously improve app reliability.
• Partner with cross-functional teams to solve real-world problems. You will collaborate with operations, clinical, compliance, product, and design to build solutions that work in real caregiving workflows. You will be a critical voice in articulating technical tradeoffs and helping the team make product decisions that advance our mission.
• Raise the bar on mobile engineering excellence. You will set standards for code quality, architecture, observability, and security on mobile. You’ll contribute to scalable patterns for feature development, data handling, and API integration, while keeping quality and user trust at the center.

Senior Software Engineer, Mobile

Operations

• Own and scale the operational tooling stack across support, onboarding, and post-sale workflows, and set the roadmap for where it goes next
• Direct the build of workflow automations and internal operational tools - deciding what to automate, standardize, or redesign
• Partner with BizApps and Engineering to harden cross-system workflows and operational reliability
• Establish the visibility layer for operational bottlenecks, workflow failures, and support trends - and act on what it surfaces
• Lead operational discovery with Product and Operations to find the friction and workflow gaps that constrain scale
• Translate real-world workflows into scalable processes, tooling requirements, and automation opportunities
• Run "ground truth" operational research across teams and markets to understand how work actually happens
• Design and lead pilots that validate new operating models before broader rollout
• Own launch readiness and operationalization for new markets, service lines, and operational initiatives
• Lead high-priority, cross-functional programs spanning Operations, Product, Analytics, and Care Delivery
• Design the scalable playbooks and workflows that emerging initiatives run on
• Drive AI-forward operational initiatives and automation across the company
• Stand up the documentation, training, and knowledge systems that keep operations consistent as the org grows - and set the standard others follow
• Establish the scalable operational processes AbbyCare needs across markets and service lines
• Mentor and guide operators across the team, raising the bar on how operational work gets done
• Continuously remove manual work and improve execution through better systems and process design

Senior Manager – Platform and Strategic Operations

• Set the Applied AI vision and roadmap: Define how AI will transform workflows across intake and enrollment, care delivery, revenue cycle management, and compliance. Partner with Engineering, Product, Clinical, Operations, and Analytics to prioritize the highest-leverage opportunities.
• Build the intelligence layer of Abby Care’s operating system: Architect and develop agentic systems that reason over complex information, interact with internal tools, and execute consequential healthcare workflows end to end.
• Design for safe and scalable autonomy: Establish human-in-the-loop and human-on-the-loop patterns based on risk, reversibility, confidence, and regulatory requirements, combining AI with deterministic systems where appropriate.
• Create shared AI foundations: Build reusable capabilities for orchestration, retrieval, knowledge representation, tool use, memory, structured outputs, evaluation, tracing, and feedback loops.
• Establish production and evaluation rigor: Define how Abby Care measures, monitors, and improves AI systems across quality, safety, reliability, latency, cost, and downstream operational outcomes.
• Build and lead the Applied AI function: Recruit and mentor engineers, set a high technical bar, embed AI engineers into domain teams, and remain hands-on in the most ambiguous and technically critical areas.

Tech Lead, Applied AI

Data Analyst

• Define and execute the strategic roadmap for our data foundation, prioritizing investments that drive measurable business impact.
• Standardize and govern core operating and clinical metrics, maintaining the central dashboards and reporting systems used to run the company.
• Partner with Engineering to build a unified, highly reliable data model aligned with our complex operational workflows.
• Identify critical bottlenecks and shift the organization from reactive reporting to proactive, root-cause decision-making.
• Collaborate with leadership across Product, Operations, and Clinical teams to translate ambiguous business problems into actionable data strategies.
• Apply AI tools to accelerate analytics productivity and establish the data layer required for future AI and machine learning capabilities.
• Recruit, mentor, and establish high standards of technical rigor for a growing, high-performing analytics team.
• Lead by example by actively contributing to complex SQL analysis, data modeling, metric design, and strategic investigations.

Senior Manager, Data & Analytics

Claims Specialist

• Accurately post insurance claim payments, adjustments, and denials into the practice management or billing system.
• Review and interpret Explanation of Benefits (EOBs), Electronic Remittance Advices (ERAs), and correspondence from payers.
• Apply correct contractual adjustments and identify underpayments, overpayments, or missing payments.
• Process payment batches and reconcile payment uploads to bank deposits.
• Perform daily reconciliation of posted payments against bank statements and deposits.
• Investigate discrepancies between posted amounts and actual payments; escalate unresolved variances as needed.
• Maintain accurate logs of deposits, remittances, and reconciliation summaries.
• Conduct monthly reconciliation for internal financial reporting requirements.
• Identify claim denials, partial payments, or payer inconsistencies.
• Communicate with billing team members or payers to resolve payment issues.
• Track recurring denial trends and recommend corrective actions to improve clean-claim rates.
• Produce daily, weekly, and monthly payment and reconciliation reports.
• Generate operational reports such as payment trends, payer performance, denial summaries, and accounts receivable insights.
• Provide analysis supporting month-end closing and financial reviews.
• Assist leadership with customized reporting requests.
• Ensure compliance with HIPAA, payer guidelines, and internal financial protocols.
• Maintain accurate and organized documentation of payments, remittances, and reconciliation records.
• Support audit requests by supplying detailed payment and reporting documentation.

Medical Claims Payment Posting, Reconciliation Specialist

Associate

• Review and verify clinical documentation required for claim submission.
• Audit home health documentation, including Electronic Visit Verification (EVV), Face-to-Face (F2F) encounters, Plans of Care (CMS-485).
• Ensure documentation meets payer and regulatory requirements before billing.
• Review EVV records for completeness and accuracy.
• Identify missing documentation or discrepancies and coordinate resolution.
• Submit EVV data through Medicaid portals and monitor submission status.
• Investigate documentation issues that contribute to claim denials.
• Partner with billing and operational teams to resolve discrepancies efficiently.
• Help minimize billing delays through proactive quality assurance.
• Assist with inquiries related to Prior Authorization Requests (PAR) and reauthorizations.
• Maintain accurate tracking of billing activities and patient documentation.
• Update internal systems to ensure real-time visibility into billing workflows.
• Communicate market- or payer-specific billing changes with internal billing teams.
• Work closely with Clinical, Operations, and Revenue Cycle teams to resolve documentation issues affecting billing.
• Respond professionally and promptly to inquiries from internal stakeholders and payers.

Home Health RCM Associate

• Collect, review, and track required documentation (e.g., IDs, certifications, health records) from caregivers and families
• Make outbound calls and handle inbound inquiries to guide families through the documentation process
• Manage a high volume of daily calls (50–70) with professionalism, empathy, and efficiency
• Ensure all documentation is accurate, complete, and compliant with state and Medicaid/Medicare requirements
• Communicate clearly and compassionately via phone, email, and text
• Maintain organized records and track expiring documents, sending timely follow-ups and reminders
• Collaborate cross-functionally with onboarding, credentialing, and family support teams

Document Collection Associate

• Lead data-driven decision-making efforts. You will manage the collection, analysis, and reporting of key business metrics, ensuring accurate data flows and actionable insights across all departments. You'll collaborate closely with cross-functional teams to track performance and align analytics with business goals.
• Streamline operations through data optimization. You’ll identify areas for process improvements, leveraging automation and data analytics to enhance operational efficiency. You’ll create and maintain dashboards, automate reporting, and support teams in driving data-informed decisions.
• Build and maintain analytical models. You will design and maintain systems to support business forecasting, trend analysis, and risk assessment. You'll work with leadership to ensure these models inform key strategic initiatives.
• Research & deploy cutting-edge analytics tools. You will evaluate and implement new software or platforms that enhance our data analytics capabilities. Managing the integration and deployment of these tools will ensure that the company stays at the forefront of data technology.